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Designed to cover both theoretical foundations and practical implementations, allowing participants to gain hands-on experience in working with LLMs. Among our 2024 students, 80% of graduates found relevant high-paying jobs.
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◈ Interior Pages — 23 pages crawledPrivacy Policy - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Privacy Policy Home \ Data Application Lab (“us”, “we”, or “our”) operates https://www.dataapplab.com (the “Site”). This page informs you of our policies regarding the collection, use, maintaining and disclosure of Information we receive from users (each, a “User”) of the Site. This privacy policy covers all Sites unless otherwise indicated on a specific website. We use your Personal Information only for providing and improving the Site. By using the Site, you agree to the collection and use of information in accordance with this policy. Our Personal Information Collection and Use Practices We may collect personal identification information from Users in a variety of ways, including, but not limited to, when Users visit our site, register on the site, place an order, and in connection with other activities, services, features or resources we make available on our Site. Our Sites that incorporate this privacy policy may use online data entry forms to collect personally identifiable information, including your name and contact information (email, address, telephone number) and other identifiers in order to allow you to provide website feedback, register for events, or use Our online applications and services. Users may, however, visit our Site anonymously. We will collect personal identification information from Users only if they voluntarily submit such information to us. 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We may reveal personally identifiable information about you to unaffiliated third parties: If you request or authorize it; If the information is provided to help complete a transaction for you; If the information is provided to comply with the law, applicable regulations, governmental and quasi-governmental requests, court orders or subpoenas, to enforce our Terms of Use or other agreements, or to protect our rights, property or safety or the rights, property or safety of our users or others (e.g., to a consumer reporting agency for fraud protection etc.); If the disclosure is done as part of a purchase, transfer or sale of services or assets (e.g., in the event that substantially all of our assets are acquired by another party, customer information may be one of the transferred assets); If the information is provided to our agents, outside vendors or service providers to perform functions on our behalf (e.g., analyzing data, providing marketing assistance, providing customer service, processing orders, etc.); or As otherwise described in this Privacy Policy. 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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & LLM大语言模型开发者训练营 - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center LLM大语言模型开发者训练营 Home \ course DURATION: 16周 PRICE: $3200 Objective This is a 16 weeks training for LLM engineer. It’s designed to cover both theoretical foundations and practical implementations, allowing participants to gain hands-on experience in working with LLMs. Among our 2024 students, 80% of graduates found relevant high-paying jobs. 这是针对 LLM 工程师的 16 周培训。它旨在涵盖理论基础和实际操作,让参与者获得使用 LLM 的实践经验。在我们2024的学生当中,有80%的毕业生找到了相关的高薪工作。 Syllabus: Model content hours 1 Introduction to Large Language Models 12 2 LLM technologies 20 3 LLM app solution and platform 20 4 Advanced topics 4 5 Final Project and Evaluation 8 Module 1 Introduction to Large Language Models (12 hours) AI Basic Deep learning for LLM NLP foundation for LLM Transformer Architecture and Core Concepts Pre-Training and Fine-Tuning LLM Training Pipeline LLM Deployment and Optimization Module 2 LLM technologies ( 20 hours) Prompt engineering RAG system and its optimization Coding lab Fine tuning ( 2 hours) Coding lab Agent system ( 2 hours) Coding lab Module 3 LLM app solutions platforms (20 hours) Server client architect / SAAS OpenAI APIs Opensource LLM model Langchain Hugging Face LLM Module 4 Advanced topics (4 hours) Hallucination and how to solve LLM Ethics, Bias Security / safety Module 5 Final Project and Evaluation Project name: LawGPT The Law GPT application leverages advanced AI technologies to offer a user-friendly platform for legal assistance, focusing particularly on immigration law. It integrates LLM functions and RAG (Retrieval-Augmented Generation) to enhance response quality by grounding answers in relevant documents. The system handles diverse user queries by generating insightful, context-aware responses. 点击提交下一期课程报名申请 课程预览(Learn Center) + GOOGLE CALENDAR + ICAL IMPORT --> Related Course AI人工智能训练营 Data Scientist Interview Python实战进阶 April 27, 2019 Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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Register Search for: Latest post 变天了,计算机毕业生就业困难 April 24, 2026 大语言模型科技黑话大公开 April 19, 2026 听一听图灵奖获得者为我们讲解什么是人工智能的正确发展方向 April 1, 2026 Courses Events Lecture 12: 100 Days of LLM Mastery May 21, 2026 Lecture 13: 100 Days of LLM Mastery May 28, 2026 Lecture 14: 100 Days of LLM Mastery June 4, 2026 Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Job Oppotunities - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Job Oppotunities Home \ Keywords No jobs found Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Blog Archives - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Blog Home \ Apr 24 变天了,计算机毕业生就业困难 斯坦福大学、加州大学伯克利分校和南加州大学等顶尖学府近期发出的信号揭示了一个严峻的现实:入门级软件工程职位正在减少。 By Zhang Bonnie | Blog DETAIL Apr 19 大语言模型科技黑话大公开 大语言模型(LLM)的专业术语听起来就像是研究人员为了迎合大众口味而发明的一种秘密语言,俗称黑话。本指南将把这种黑话翻译成人话。 By Zhang Bonnie | Blog DETAIL Apr 01 听一听图灵奖获得者为我们讲解什么是人工智能的正确发展方向 图灵奖获得者、强化学习的创始人之一理查德·萨顿(Richard Sutton)发出了重要的警告:当今的主流范式(包括 LLM)可能并非通往真正智能的正确途径。 By Zhang Bonnie | Blog DETAIL Mar 29 未来是不是不需要程序员了? 人工智能辅助编程最初是为了帮助开发者更快地编写代码而开发的工具。但最新一代的自主代理正在改变编程本身的本质。随着人工智能系统获得独立设计、实现、测试和部署软件的能力,传统的在编辑器内进行人机协作编码的模式可能不再是主流范式。 By Zhang Bonnie | Blog DETAIL Mar 28 OpenClaw开源LLM项目深度解析 OpenClaw作为典型的开源大语言模型项目之一,其目标不仅在于提供高性能模型能力,更在于构建一个可扩展、可定制、可工程化部署的完整解决方案。通过对该类项目的深入分析,可以更好地理解开源LLM在技术体系、工程实践以及产业应用中的关键价值。 By Zhang Bonnie | Blog DETAIL Mar 26 AI浪潮下的职场裂变 2026年初科技行业寒风凛冽,Meta计划裁员超20%、亚马逊削减1.6万个岗位、马斯克xAI辞退多名联合创始人,裁员浪潮颠覆“高薪稳定”白领工作认知,而人工智能工程师却迎来职业生涯的高光时刻。 By Zhang Bonnie | Blog DETAIL Mar 23 为何华人主导全球人工智能与大语言模型科研前沿? MacroPolo 2025年报告显示,全球近半顶级AI研究人员本科来自中国,且多在美顶尖机构任要职。华人占据顶尖AI机构核心岗位比例远超其在全球科技从业人口中的占比,本文将从六维度剖析这一现象。 By Zhang Bonnie | Blog DETAIL Mar 21 机器人要造反了吗? 2026年除夕夜,机器人在春晚舞台上大秀空翻跑酷,惊艳全场的同时,也引发了人们对技术飞速发展的深层思考与隐隐不安。 By Zhang Bonnie | Blog DETAIL Page 1 of 152 1 2 3 4 5 ... 10 20 30 ... » Last » Search for: Latest post 变天了,计算机毕业生就业困难 April 24, 2026 大语言模型科技黑话大公开 April 19, 2026 听一听图灵奖获得者为我们讲解什么是人工智能的正确发展方向 April 1, 2026 Courses Events Lecture 12: 100 Days of LLM Mastery May 21, 2026 Lecture 13: 100 Days of LLM Mastery May 28, 2026 Lecture 14: 100 Days of LLM Mastery June 4, 2026 Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Consulting - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Consulting Home \ Big Data & Advanced Analytics Solutions Our engineering & analytics team work together with clients to build data-driven solutions and applications. We combine the latest tech with deep industry expertise to help clients capture the true insights from data. Leverage big data to gain valuable business insights Today’s organizations face an explosion of data from more sources than ever before, and we believe the next 10 years is the age of big data. We have the expertise, technology to derive actionable insights from mountains of disparate data. We offer comprehensive big data and data science solution. For your company our big data solution services include: Mature industry frameworks tailored for specific industry needs Starting point to endpoint implementation assessments Big data maturity roadmaps and reference architecture Partnerships and alliances with major big data solutions vendors Big data analytics accelerators and aggregators Enterprise Application Services Services we provide: IT Strategy IT Organization Design and Operating Model IT Project Planning & Implementation Services Support & Training Infrastructure Management Services Our infrastructure management services include: Data Center Infrastructure Management, monitoring and optimization End-User Computing, customized workspace services Application Support to continually optimize application availability and performance Technical Support that incorporates customer profiling and predictive analytics to remote and on-site services Our Approach Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center 商业分析师求职训练营 - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center 商业分析师求职训练营 Home \ 商业分析师求职的最佳路径 10-20 周密集商业分析课程 实践综合简历提升项目 全面解析多个商业范畴 涵盖常见工业领域 分析大量实际案例 开课时间和具体信息: 可添加微信咨询(dataapplab_wechat) 上课时间: 周六周日 核心课程与实践、工作日 强化训练课程 以及 老师 Office Hour 答疑 求职目标 越来越多的公司愿意聘请 “商业分析师(Business Analyst)” 来制定发展和增长的战略或建议,在高科技,医疗保健,金融,零售等不同行业都有很高的需求。 在美国,Entry Level 商业分析师年薪在 70k-90k 美金之间。作为几乎所有行业每家公司都会有的 Entry Level Position,工作岗位数量大约是 Data Scientist 的 3 倍,未来 10 年工作机会预计有 27% 增长,据美国劳工部统计数据预测,美国在 2020 年会需要 876,000 的商业分析人才。 作为一个对于 “文商科背景友好” 的、易于入门的行业,学会商业分析师的必备技能之后,可以申请的工作职位包括但不限于:Business Analyst, Data Analyst, Marketing Analyst, Financial Analyst, Business Intelligence Analyst, Product Manager 等。 求职路径 技能收获 Business, Marketing, Sales , Customers 数据分析技巧全面覆盖工作所需 真实数据 Case Study 掌握 Excel 高阶分析技能 MySQL 8.0 数据库零基础入门 Python 语言入门,案例建模预测 电商、供应链、手游、医疗、金融、五大业界综合数据分析 Tableau 与 Python 数据可视化入门 3 大真实数据综合项目完整数据分析 课程特色 超前业界理念 多领域追踪 简历优化、岗位内推 一对一模拟面试 全天候、多渠道 答疑 优秀学员颁发 业界认可证书 课程大纲 & 项目 阶段一 (第 1-3 周) 基础分析工具与技巧 全面入门 MySQL 数据库基本操作 Excel 案例分析 Python 语言基础入门 商业分析过程与市场行情数据分析 阶段二 (第 4-5 周) 阶段分析与统计回顾 电商常见指标分析 模型预测 深入学习 Python 语言分析与数据项目演练 Marketing 技巧与数据分析 概率统计基础回顾 阶段三 (第 6-10 周) 高级分析与项目综合实战 客户关系、定价策略、潜在客户与预测 Python 语言机器学习 实战综合 SQL 题 Tableau 数据可视化,Business Intelligence 报告 手游,医疗等业界数据 Python分析 A / B 测试,机器学习,数据回归分析与分类 三大实战项目 一:独角兽公司真实市场数据分析 二:真实手游数据利润与优化 三:APP 数据模型与客户购买预测 *老师讲解项目,运用Python、Tableau、Excel、SQL 等进行工作中完整分析演练。 *完成代码、PPT简报、可视化报表 *演讲 Presentation 模拟 师资背景 导师Team成员 – W老师 现任美国知名银行机构的Business Analytics Project Manager 曾在洛杉矶多家科技和Top Digital Marketing公司任职Senior Data Analyst, Manager of Data Analysis 擅长数据库、SQL应用,市场营销数据分析 UIUC Alumni 导师Team成员 – J老师 现在硅谷 初创电商分析公司创始人兼CEO 斯坦福大学统计硕士 前LinkedIn Data Scientist/ Analytics Manager 导师Team成员- P老师 美国知名电讯运营商大数据组的资深商业数据分析经理,Senior Business Analytics Manager,曾任职于罗氏诊断Roche的数据分析顾问 10年商业数据分析和多年招聘经验,曾为多家跨过公司提供企业员工培训 Purdue PhD,MIT EMBA 导师Team成员 – G老师 国际数据工程与数据科学协会 主席( joinideas.org ) Symantec 高级全栈数据科学家 USC Marshall 商学院 客座教授 导师Team成员 – C老师 南加大商学院Business Administration博士 曾就职于汇丰银行,担任项目经理 具有多年建模、统计分析研究经验 导师Team成员 – W老师 前Microsoft Data Scientist 目前于硅谷知名社交信息平台 Data Scientist 擅长SQL、Python、统计模型等深入浅出讲解 学员去向 近期Offer 立即报名 电话:+1 (800)485-7918 Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Career Consulting - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Career Consulting Home \ Pave your way to the leading future of technology and data With special expertise and extensive network in the Technology and Data Industry, DAL offers professional and comprehensive Career Consulting service for upcoming Data Scientist, Data Engineer, Business Analyst and Data Analyst to achieve career success. All-inclusive Career Coaching Package $ 980.00 Add to cart This brand new end-to-end communication training and career coaching program is aimed to help technology focused professionals like you to build a stronger career portfolio, to establish effective interpersonal skills, and to translate your technical expertise into business value. The ultimate goal is to help you succeed in every interview opportunity you have obtained and land your ideal job. Read More ONE-ON-ONE MENTORSHIP Career Evaluation & Planning $ 2,000.00 Add to cart As a current student or a alumni, you may schedule 1-on-1 sessions with a career advisor to work on any career-related projects or questions, regardless of which stage your career is in. Advisors will provide the hands-on feedback and support that will advance your job-hunting to the next level. Mentors Our Mentors are from…. Mentee Testimonials 谢谢Wendy老师在亚马逊onsite面试之前给我做的辅导,非常专业高效。老师对Amazon组招人的流程和每个面试官面试喜欢考的侧重点都做了认真讲解,后来behavior的考题差不多,覆盖很全,统计也考了一点,我觉得面的还不错,基本对答如流,感谢Wendy老师帮忙mock。 Peisy 谢谢Lin老师!看到了您的修改意见,真的是很感动。我自己大概改了几十版resume了,花了不知道多少时间自己琢磨,在咖啡馆一改就是一下午。问题是改了这么多遍投了几十个position,inbox里的拒信还是堆到怀疑人生。原来确实是没有美国经历的原因!总算是确认了自己的认知。career center的老师只知道改语法,到fiverr上找freelancer改简历遇到的是骗子。。。第一次!能看到这么细致专业的批改意见!能感受到替我着急的好意! 在此,非常感谢!! Aaron 非常感谢老师的建议!都很中肯,就照老师说的去改简历。 work experience也确实是硬伤。上完BA课后把project加到了简历中,竟然拿到了FB的SMB analytics的面试,虽然最后因为对产品metrics analytics分析的面试题答得不是特别好,不过也算是练了下手,最后拿到Macys’的 Data Intelligence Engineer职位。非常感谢老师的建议,也会把信息推荐给同样找相关工作的朋友,对我们来说这些信息太重要了。 Emily 谢谢老师的回复和专业的点评, 很有醍醐灌顶的感觉。我会再仔细修改简历。 虽然有8年多工作经验,但作为转行,工作中缺少analytics项目经验,之前一个多月投简历都无回音,在根据各位老师建议修改简历一周后就拿到好几个interview机会,非常感谢! Elena 之前电话面试Amazon的Data Scientist职位之后等了一周还没回音,心里有些着急,非常感谢Lin老师建议,提醒我要发thank you letter follow-up,老师提供的email 模版也非常好用,一周后我就收到了Onsite interview的邀请。 Shen 上周面Facebook的Data Scientist-Analytics岗位,SQL面试很顺利,产品metrics面试了两个问题,不是很常规那种,给了个情景问题很具体。之前因为没有实际大公司工作经验,对product metrics方面完全没有sense,不知道从何下手准备,老师mock辅导准备的prodcut metrics分析挺有帮助,让我提前训练了下思路。 Cecilia 上完DAL的16周Data Scientist Bootcamp之后我开始投简历找工作,AIG是我拿到的Data Scientist position 的第一个面试机会,感谢Jason老师从第一轮phone interview到最后一轮onsite interview的耐心辅导,让我特别顺利就拿到了AIG Data Scientist的offer,也祝大家找工作好运! Yao 之前简历投出去都渺无音信,听朋友介绍DAL有一对一简历修改的职业辅导,抱着试一试的想法报了名,Xiao老师帮忙修改简历提意见,来来回回咨询修改2小时,非常专业细致,一周后投简历就拿到腾讯的面试邀请,顺利拿到offer,好开心,特别感谢。 Peng 以前作为国际学生不太了解怎么networking,怎么写email求内推,上完DAL的6周职业辅导课,从简历修改,LinkedIn Profile改头换面塑造professional image,到求职准备,模拟面试各方面都多了很多新的认识。我尝试用LinkedIn Inmail联系了Amazon的一个工作的Data Scientist,通过她推荐拿到了面试机会,比以前网申、career fair投简历快多了。 Christine Our Specialties Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Big Data Engineer Bootcamp COURSES ABOUT SIGN IN Big Data Engineer Bootcamp 课程简介 针对北美Big Data Engineer岗位求职所需技能,强化训练Data Warehouse, Apache Spark以及Amazon Web Service相关知识技能 Non editable automatic button Access for 13 weeks Data Warehouse Fundamentals 数据仓库基础 Build a DW for an organization Discuss the different architectures of DW Dimensional Data Modeling Design principles ETL Process Big Data Platform Apache Spark Spark 大数据平台 Big Data problem in Apache Spark Spark streaming SparkSQL, DataFrames Spark and Python with PySpark Cloud Technology Amazon Web Service 亚马逊云服务入门 AWS fundamentals: IAM, EC2 & EC2 High Availability and Scalability: ELB & ASG S3, RDS, Aurora Other Services: CloudWatch, EMR, VPC Connect with us Vision Data Application Lab is a fast growing educational and consulting tech firm that serves talented individuals and leading organizations. 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Data Application Lab - 数据应用学院(北美) - 中文官方网站/ 大数据专家 Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center 求职辅导 由于数据岗位的特殊性,我们为正在求职和准备求职的朋友们,提供了多种不同形式的求职辅导服务,涵盖了数据岗位求职,从简历修改到模拟面试的全部内容,并且针对特殊案例提供专业的一对一特案辅导。 详情请点击此处 企业数据解决方案 依托强大的专家库,我们帮助多家创业企业和成长型企业制定及事宜过全面的数据解决方案。 大数据夏令营 我们相信数据不光是一种知识,数据能力将成为人才必备的硬实力,从小培养良好的基础。我们曾经与北京顶级中学合作过夏令营,并在全球最高数据科学竞赛中取得良好的成绩。 常见问题 如何联系数据应用学院呢? 很简单,可以给我们发送邮件至
[email protected],或加微信: data-science ,直接电话:1(800)4857918。我们有专人负责登记信息,并为您预约老师答疑。 为什么非要来数据应用学院?我直接去Coursera 上面学不就可以了吗? 非也非也。这要看你的目的是什么。如果你只是想学一些general的只是,Coursera,Edx,都可以。但是如果你要想在数据行业求职,coursera现在已经完全不能满足你的需求了。 Coursera非常卓越的一点,就是快速地普及和推广数据知识与技术。然而,普及知识性质的教学,与工作中实际应用到的专业技能,还是有一定差距的。而且,数据人才的短缺,是指有工作经验的数据人才极为稀缺。前几年那种会三板斧就能横扫硅谷的情况已经一去不复返了。要想获得一个较好的数据工作岗位,需要在这个行业有较强的技术背景,较深的行业理解,这些需要从具体的项目中才能获得。 数据应用学院推出“教学+实习+内推”的三段式方案,就是根据当前企业越来越看重实际项目经验的具体要求来设计的。其中,教学期内容是现有一般MOOC的拔高,实习项目期中会让学员深入接触high profile的项目,对紧跟技术发展的实时数据操作有更深入的理解,才能成为企业真正需要的Candidates。 Data Scientist 与 Data Engineer有什么区别呢?我应该报哪一个班呢? 这个问题非常关键,我们之前做过一次专题讨论,请阅览以下链接: http://mp.weixin.qq.com/s?__biz=MjM5NTM0MzU5OA==&mid=400260485&idx=1&sn=2e82ba0f80f669b8ee2d15b3c8014839#wechat_redirect 一般来说: 如果你是EE或者CS专业,我们建议走Data Engineer Track。 如果你是Phd, 选择比较宽,两边都可以,具体需要跟我们的老师咨询。 如果是其他理工科硕士,如果有一定python 和 machine learning基础,我们建议走Data Scientist Track,我们在课程中也会加入分布式系统的知识,求职时是加分项。如果基础已经很好了,并且已经上过了大量machine learning的课程,我们建议加入我们的Data Scientist Project Only项目,在提升对分布式系统中Hive, Pig, Spark的理解后,立即进入项目期。 听说现在Data Scientist只找Phd, 那我们硕士毕业生怎么办? 并不是所有岗位都要求PhD学历,我们的统计硕士背景的学员很多都找到DS工作的。在我们看来,硕士毕业生应该更重视实践经验,平衡自己在Machine Learning工具操作和分布式系统下数据操作的技能,推荐报名Data Scientist 20周全周期班,打牢基础,就业时从Data Analysis入手,积累实际工作经历和business insight。 什么样的背景能够报名 Data Engineer 16周training呢? 对于Data Engineer全周期班,我们建议背景为EE或CS,或者已经有一定经验的DS的同学可以考虑报名。这是因为Data Engineer课程对计算机尤其是Java编程等要求比较高,CS背景强的同学更容易跟上课程。 当然,我们也有经典案例,南加州一位有一定Machine learning经验的物理Phd报名Data Engineer课程,参与Data Scientist实习项目,并成功进入eBay。 如果你拿不准,请发信至
[email protected],我们的工作人员会为您预约15分钟的电话meeting,由我们的老师来为您解答问题。 什么样的背景能够报名 Data Scientist 16周training呢? 虽然对专业和学历没有特别要求,欢迎各STEM专业的硕士,博士,博士后,以及在职人士报名。另外,我们建议学员在报名前应该掌握以下课程或同等水平的课程: Python: Coursera Python for everybody specialization 前四堂课 1. Programming for Everybody (Getting Started with Python) 2. Python Data Structures 3. Using Python to Access Web Data 4. Using Databases with Python 我们也会为初学者提供短期的Python强化培训。 Machine Learning: Coursera Stanford 课程 Machine Learning SQL: Codecademy上几小时就可以学完SQL 初级课程。 我不在洛杉矶,能够远程上课吗?能够保证效果吗? 对于远程的同学,我们使用远程视频会议工具Zoom,该工具可以实现双向信息交流,既可以收听收看老师的讲解,也可以文字提问,老师现场回答。我们每一期的同学都来自全美各地,从伯克利到Cambridge, 从休斯顿到Ohio, 最近还有北京的学员远程上课,完全没有问题。 如果我错过某节课程怎么办呢? 不用担心! 我们所有Lecture都是Live课程,同时课程结束后会将录像发送给同学们,方便同学们预习巩固 能够使用cluster吗?不想再用虚拟机了。 数据应用学院专门提供由36台机器组成的cluster,为每位学员都设置一个账号,同学们可以尽情在cluster上面练习数据操作。 学好数据科学是不是就是把Machine Learning掌握好就行了啊? 不是! 千万要注意,这是很多数据科学求职者的最大误区。我们针对这个误区,专门写了一篇文章:http://mp.weixin.qq.com/s?__biz=MzIzMDA1MTM3Mg==&mid=2653076927&idx=1&sn=ed689b0e0bd1001965cb1fbb03d52b26#rd Machine Learning只是数据产品链条上的最后一环,前面的数据清理,再前面的数据采集,再往前面的产品定义,与贯穿整个链条的business insight,才是真实工作中耗费80%精力的工作内容。只强调ML,那是完全的误区。我们的课程不仅强调对机器学习工具的熟练应用,还要锻炼数据清理,分布式系统下的数据操作等技能,让你在high-profile项目中,体会数据分析的完整步骤。 大数据前沿资讯 View more April 24, 2026 变天了,计算机毕业生就业困难 斯坦福大学、加州大学伯克利分校和南加州大学等顶尖学府近期发出的信号揭示了一个严峻的现实:入门级软件工程职位正在减少。 April 19, 2026 大语言模型科技黑话大公开 大语言模型(LLM)的专业术语听起来就像是研究人员为了迎合大众口味而发明的一种秘密语言,俗称黑话。本指南将把这种黑话翻译成人话。 April 1, 2026 听一听图灵奖获得者为我们讲解什么是人工智能的正确发展方向 图灵奖获得者、强化学习的创始人之一理查德·萨顿(Richard Sutton)发出了重要的警告:当今的主流范式(包括 LLM)可能并非通往真正智能的正确途径。 Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Milestone - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Milestone Home \ 2016 North America Top Data Camp In October , rated as 2016 Top Data Camp by leading technology magazine TechBeacon in North America, along with Data Incubator, Galvanize, and NYC Data Academy! 2016 SVIEF (Silicon Valley Innovation & Entrepreneurship Forum) In October 2016 , DAL reached talents delivery cooperation programs with a number of US Data Scientist Recruiters, China and the US Data Science AI Recruitment Organizations. In September 2016, in SVIEF Panel Discussion,DAL discussed Big Data and Cloud Computation with representatives from Ali Cloud, China Unicom, the United States well-known VC – Greylock Venture. Wave of Data sweeping the East Coast October 15 – 23, visited MIT, NYU, Columbia University, University of Pennsylvania and other 5 universities, providing students and practitioners with Data Industry development analysis and career counseling, etc. Socal Data Science Conference On September 25, 2016, DAL hosted Southern California Data Science Conference , brought 25 data scientists and CEOs together from IBM, Microsoft, LinkedIn, Bloomberg, Stratifyd, OpenMail, and Data Innovation Department of Los Angeles City Hall, attracting 625 data Scientific practitioners to attend this conference. Internal Textbook Published In September 2016, the internal textbook for data science, which was edited jointly by multiple Silicon Valley Engineers and Data Application Lab, was published after a half year work. The Kaggle contest In August 2016, Dr. L from MIT (traditional science and engineering direction) won Kaggle gold medal with consultation from DAL’s senior teacher Mr.C. Recognized by the Industry In August 2016, an employee from the sunnyvale F.L.A.G joined our Data job training Camp. This is the third on-the-job student from First Tier Enterprise in North America. Data Camp First Tier In July 2016, DAL was invited to exhibit at Big Data LA as the United States top data science education advisory organization. Big Data LA. Education Cooperation In June 2016, DAL organized “data science antihistamine-meds.com camp”, and supported one of the top 3 high school in Beijing to achieve excellent grades as the youngest team participating National Data Science Contest in the United States. Business Cooperation Case In June 2016, held “Mai Mai Ti Risk Management Competition” together with Mai Mai Ti Finance, attracting more than 100 teams from 50 colleges and universities in North America. Successful Data-based Training In May 2016, Data engineers, data scientists and data analysts graduated from Data Application Lab spread across Facebook, eBay, Fanatics, Snapchat, LinkedIn, Discover, Spotify, Amazon, Sony and other large or small companies in the United States. Recognition from the industry In April 2016, DAL was selected into Alpha Startup Incubator Program, and participated in 2016 Collision Tech Conference at New Orleans. Texas Campus Tour In April 2016, DAL held discussion panels with professionals and students from University of Houston, Rice University, UT Dallas, TAMU University to discuss the data-related careers. The 50th online public lecture In April 2016, DAL had held more than fifty “Weekly Industry Development Community Lectures”. These topics were covered: Business Application of Environmental Data, Data Means of Tracking Hackers, Data Talents Future Career Planning: Staying in the U.S. or Going back to China, Data Application comparison between China and America, The Prospect of Artificial Intelligence in The Credit Markets. These lectures had 10000 + online participants. Data Information sharing in the Great Lakes region In March 2016, delivered public lectures of big data and data science career development at 8 universities including the University of Chicago, Northwestern University, Illinois Institute of Technology, University of Michigan, Michigan Ann Arbor University and etc., and offered help to transit to data scientists. Gaining Reputation In March 2016, Trainees in the second term got offers from Discover、Bloomberg、Ebay、Amazon, etc. Remarkable results In November 2015, after two-month training, the first trainees found jobs. Professional and Experienced In September 2015, the first term data engineer training started. Technology Exploration From June to August 2015, DAL was invited to hold big data workshops in dozens of colleges and universities, such as UCLA, USC, UCSD, UCSB, UC Irvine, UC Riverside, discussing scholar papers with students and big data professionals, and conducting in-depth technical explorations. 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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Terms of Use Agreement - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Terms of Use Agreement Home \ Thank you for choosing Data Application Lab as your online educational courses provider. 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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center 软件工程师求职训练营(SDE) - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center 软件工程师求职训练营(SDE) Home \ 2019年9月14日开课,欢迎联系咨询! 课程特色 最优秀的软件工程师是工匠 ,他们能把自己独具慧眼的创造力融入到每一行代码中。他们追求代码的精致,甚至雕琢至完美;他们把大型系统像拼图一样组装到一块,严丝合缝。热爱编程的工程师从构建软件中获得满足,就好比一位作曲家在完成一部交响乐后而欣喜若狂。正是兴奋感和成就感,才造就了喜爱编程的明星工程师。 软件工程师,那自然需要对一门或者多门计算机语言比较精通,了解语言特性,熟悉常用的library或者package,对流行的framework或者开发环境有一定的认识和了解。但这些远远不能作为优秀程序员的标准,甚至都没有达到很多公司入职的门槛。 你热爱编程,喜欢挑战,对新鲜事物永远向往。因为这个行业发展迅速,新的技术层出不穷。 如果你愿意站在科技的最前沿,是一个对编程感兴趣,对技术敏感,逻辑思维能力强,严谨细心,勇于挑战难题,以解决一个程序设计难题为乐的人,那就去大展拳脚吧。 课程安排: 周中: 2-4小时导师预录制算法视频基础知识 周六与周日: 两节2小时导师直播,VIP小班Leetcode刷题深入探讨 (整个课程大概会讨论200-300道题) 可选专项技能Track: 前沿大数据工程(Hadoop,Spark入门与综合项目), 人工智能项目(自然语言处理NLP精讲及项目),Android应用开发与实践 课程特色:翻转课堂形式 (Flipped classroom)- 直播讨论与自由安排时间自主学习相结合,专项技能表现优异学员直推实习Internship 课程内容: 1) 周六日:Lecture,答疑,提升, 刷题, 大数据项目 2)算法与刷题Lecture 3) 专项技能Track:选择其一,每个Track 5-10节课 课程大纲 第一周: Introduction ArrayList Recursion 第⼆周: Search and Sort Binary Search 第三周: Linked List Divide and Conquer I 第四周: Stack & Queue Divide and Conquer II 第五周: Hashtable Hashtable II 第六周: Tree Tree II 第七周: Heap Graph 第⼋周: Graph II Graph Related Questions 第九周: Two Pointers Sliding Windows 第十周: Dynamic Programming 第十一周: Bit Manipulation String 第十二周: Greedy 专项技能Track 专项技能概述 课程涉及项目,均由Data Application Lab原创设计,由多位工业级资深工程师和我们的老师TA一起编写,基于实际数据集和往期学员经验,为简历增光添彩。 在项目实战训练中,学员将会在老师细心带领下, 完成基于时下国际流行的大数据构架,或者AI综合性工业级大数据项目,或者Android应用开发。 在此过程中, 学员将会学习系统构架方面专业知识,完成系统设计,获得项目管理经验,实际动手从coding到完成整个项目。 项目涉及到大数据与分析以及云端处理, 人种智能NLP等。有了项目经验,一定会让学员们在简历删选过程中脱引而出,也会在面试中为学员综合表现增添亮点。 项目难度 项目整体偏难,涉及的领域和新技术较多。每周需花费多天时间刻苦专研学习。 项目涉及全面的大数据构架知识,云端平台知识,以及我们课程中的算法和实时系统等知识 Track 1:人工智能AI – 自然语言处理 NLP项目 ※ 学习NLP相关基础知识 ※ 了解NLP相关机器学习与深度学习技能 ※ NLP相关应用的系统构架设计 ※ 搭建基于NLP的应用和处理系统 Track 2:大数据Hadoop,Spark分析以及Spark实时流处理系统 ※ 学习大数据基础知识,Hadoop,HDFS等 ※ Spark系统设计和优化 ※ Spark如何进行数据分析 ※ 如何用Spark数据流处理 ※ 综合理解和实践大数据框架下系统构架设计 Track 3:Android应用开发与实践 ※ 学习Mobile Device APP开发相关基础知识 ※ 了解Android基本构架与开发环境 ※ 更具实际案例开发小应用 ※ 尝试Build自己可以展示的APP 报名 Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center AI人工智能训练营 - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center AI人工智能训练营 Home \ course DURATION: 6周 PRICE: $900 点击提交课程申请 缴费 AI人工智能训练营 各位理工科技术型人才, AI是什么, 怎样快速入门领先他人一步? 各个领域的程序员们, 要不要转型AI, 怎么学? 想要自己做Project, 学习Tensorflow, 打造成全能型职场炙手可热的人才? 人工智能是一门复杂的学科, 涉及面广, 知识点多. 需要诸多综合能力, 例如编程, 大数据, 云计算, 机器学习, 自然语言处理, 神经网络等. 针对人工智能的就业前景和市场调研, 为了适应北美的职场需求, 我们精心设计了这门AI人工智能课程. 适合学员背景: 理工科或者计算机Computer Science专业, 数学统计专业, 计算机编程爱好者 如果Python背景比较弱, 可以先参加我们的Python基础入门课程 课程周期: 6周, 每周六2小时课程 课程特色: 三大模块: 机器学习, 深度学习与神经网络, 案例项目实践 双语教学: 机器学习Machine Learning部分全程由英文教学, 方便学员未来求职时对答如流. 深度学习与神经网络和项目实践部分采用中英双语 三大名师: Peter(USC Information Institute Post Doc, Machine Learning), Carol (Google工程师, 精通Tensorflow), Eric(Google工程师, AI专家) 前沿技术: 课程设计多项AI领域必备前沿技术, 包括全面系统的Machine Learning知识讲解梳理, 神经网络与深度学习从入门到实践, Tensorflow实战入门, 人脸识别项目, NLP自然语言处理实战项目 实战演练: 课程内容基于实战项目, 边学习边练习 项目一: Facial Recognition 项目二: Natural Language Processing (详见syllabus) 课程收获: 全面系统了解Machine Learning(Regression, Classification, Dimension Reduction, Clustering) 了解Neutral Network与Deep Learning (Neural Network, deep neutral network, convolution neural network, 调参技巧, RNN等) 用Tensorflow实战Facial Recognition, 并且尝试改进与调参 学习和掌握深度学习与NLP自然语言处理 (NLP概念与基础, word2vec, GloVe, 复杂NLP模型) 用Tensorflow实战NLP项目 求职助力: 课程项目适用于求职简历, 增强简历效果 加入Data Application Lab海量求职内推网络 课程内容 (Syllabus): Week 1 & 2 – Machine Learning Topic 1 Regression Topic 2 Classification Topic 3 Dimension Reduction Topic 4 Clustering Week 3 & 4 – Deep Learning Basic & Computer Vision Topic 1 Computer Vision, Neural Network Topic 2 Design and train neural network Topic 3 Tensorflow and Facial Recognition (Lab) Topic 4 Improve face recognition Week 5 & 6 – Deep Learning and Natural Language Processing Topic 1 NLP and Deep Learning Topic 2 Word Vector Representation Topic 3 Complicated Models for NLP Topic 4 TensorFlow for NLP (Lab) 价格:$900 开始日期: Apr 13th 点击提交课程申请 缴费 + GOOGLE CALENDAR + ICAL IMPORT --> Related Course Data Scientist Interview LLM大语言模型开发者训练营 Python实战进阶 April 27, 2019 Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center 数据科学家求职训练营 - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center 数据科学家求职训练营 Home \ 如何通过16-20周 专业训练获得 Data Scientist 工作? 开课时间和具体信息: 可添加微信咨询(dataapplab_wechat) 上课时间: 每周两节技术学习 两小时live答疑 一小时求职问答 求职目标 我们的数据科学家培训课程结合当今数据应用领域的发展趋势,为学员传授最前沿的数据分析技术和工具的使用。经过多名专家级导师的认真探讨与多期项目的经验积累与调整,我们有效结合了基础知识讲授与大量的实战练习,帮助各位学员从零起步,一步步的成长为专业的数据科学家。 改版亮点 – 更多师生互动 预约资深导师集中答疑解惑课程知识技能点 – 更多求职帮助 导师做你的职场领路人,不管是简历修改还是岗位投递,你想了解的求职经验全交给你 – 更灵活时间安排 导师每周安排对应学习内容,学员可按自己时间安排学习 求职路径 课程特色 名师带你做项目 为简历添彩 简历优化、岗位内推 一对一模拟面试 全天候、多渠道 答疑 针对应用实例 结合真实工业数据 带领学员完成 工业级数据项目 2018年3月,数据应用学院被业内杂志CIO评为 “17 best data science bootcamps for boosting your career” ,作为全美唯一一家华人培训机构,与Galvanize、GA、Metis等老牌公司齐上榜! 2016年12月,数据应用学院被老牌媒体TechBeacon评为 “ The top 16 data science bootcamps ” ,并大力推荐了学院课程的特色:Research design, communicating results to non-experts, and alignment between data analysis and key business drivers。 实战项目 不同于传统的BI和软件开发, 数据行业更重视的是对大数据价值的挖掘并提供商业解决方案,因此很多公司在招聘数据科学家的时候非常注重应聘者的实践经验。针对工业界对数据科学家的要求,我们为大家提供了丰富且有价值的实战项目: 共计16个综合性High-Profile实战项目 为了能够让同学能够对各个产业的数据有所了解,掌握其特定的数据风格,学院详细考量了各个产业中的不同特点和具有独特要求的产业特征,从各个产业中的数据集中精心挑选了该产业中的典型数据做成项目,让同学们拥有相应的项目经历,在之后的具体企业面试中能够有的放矢,加强针对性。在Kaggle之外,帮助我们同学在开放命题条件下对整个商业模型和数据产品研发流程有所理解。具体请参见我们的经验贴: 《关于竞赛的一点思考》 。 Project 1: Housing Data Manipulation with Pandas (Housing Industry, Data Manipulation, Data Quality) Project 2: Data Cleansing Practice on Housing Data (Data Wrangling, Missing Value Imputation) Project 3: The Default of Credit Card Client Analysis (Imbalanced Dataset, Classification, Data Quality, Fraud Detection) Project 4 : Insurance Company Claims Severity (Anonymized data, Regression, Distribution) Project 5: Data Visualization with Language Education User Datasets (Data Visualization, Data Manipulation, Python Dashboard) Project 6: New User Bookings (Feature Engineering, Feature Extraction, Customized Evaluation Score) Project 7: HR Predicting Attrition Rate (Exploratory Data Analysis, Model Comparison) Project 8: Store Item Demand Forecasting (Time Series Analysis, E-commerce, ARIMA) Project 9: Diabetes Readmission Analysis (Healthcare, Data Encoding, Missing value processing, Imbalanced Data) Project 10: Online Ads EDA (Click-Through-Rate, Conversion Rate, Cost-Per-Click, Data Visualization, Seaborn) Project 11: FinTech ( Capstone ) (Business Analysis, Feature Analysis, Feature Selection, XGBoost, Model Building) Project 12: Ecommerce LTV (Life-Time-Value, RFM, MBG Model) Project 13: Recommender System ( Capstone ) (Spark ALS model, Content-based, Popularity-based, Collaborative Filtering) Project 14: Customer Churn Prediction (Data Manipulation, Data Processing, Churn Prediction) Project 15: NLP ( Capstone ) (CountVectorizer, TFidf Vectorizer, WordEmbedding, Neural Network) Project 16: Amazon Alexa Sentiment Analysis (Sentiment Analysis, Text Classification, RandomForest) 工业级实战项目 I NLP (Natural Language Processing) Project (电商网站用户评价商业价值挖掘) 我们经常会通过影评来了解一个电影是否精彩,从而决定是否会走进电影院去观影。如果影评是积极评价,我们可能就会决定去看一看,如果影评是消极评价,那么我们就不会去购票。在这个项目中,我们通过使用自然语言处理技术(NLP)分析 imdb 上对于电影的评论文字,来判断评论的情感极性 收获: – NLP处理流程的进阶学习与应用 – 多种机器学习算法的对比与评价(Logistic Regression, Support Vector Machine and Perceptron etc.) – 网页用户交互界面设计与产品展示 – 产品实现对一段文字的情感评价与关键词提取 项目技术: 使用 N aïve Bayes 实现Sentiment Analysis ( CountVectorizer, TF-IDF) 使用Word embedding将文本向量化 (GloVe) 使用Deep Learning, LSTM架构结合以上技术实现Sentiment Analysis 网页交互界面举例:(学员利用学到技术,使用其他数据集实现的NLP情感分析) 工业级实战项目 II FinTech (Financial Technology) Project (Fintech智能投资顾问) 通常情况下,Lending Club (美国P2P借款机构)中包含了成百上千的贷款项目,让投资人难以进行选择。在我们的FinTech项目中, 我们会使用过去所学的知识来设计一款智能投资顾问的数据产品,通过机器学习技术帮助投资人在Lending Club中鉴别项目的价值,以确定最优项目来进行投资。当新的贷款项目进入平台后,我们的产品会自动分析项目的各项指标,从而筛选出最佳的投资项目。我们还会设计简单的产品展示页面,实现产品与用户操作上的交互功能。 1,320,000+条大量数据的处理和100+数据特征的筛选 通过Gradient Boosted Regression Trees (GBRT) 算法构建机器学习模型 网页用户交互界面设计与产品展示 产品实现在Lending Club平台下对项目的评估与最佳投资项目的选择 工业级实战项目 III Game Recommendation System Project 推荐系统近几年发展十分火热,几乎所有的电子商务、社交网络、购物平台等都在不同程度上使用了推荐系统,在游戏平台中,推荐系统也是不可缺少的部分。在我们的游戏推荐系统项目中,我们基于Steam平台,对用户过去的游戏信息进行分析,根据游戏的受欢迎程度设计了推荐系统,为用户进行游戏推荐。用户同时也可以通过选择感兴趣的类别对结果进行过滤,对推荐结果进行进一步优化。学员将从产品定义、数据爬取、数据导入、数据分析、推荐系统平台设计、效果评估等方面,完成一系列完整的高水准产品研发过程。 Steam游戏平台的数据抓取 300+的特征处理与筛选 基于Popularity-Based, Content-Based 等多种推荐算法实现对用户的游戏推荐功能 网页用户交互界面设计与产品展示 师资背景 学生就业 导师团队 资深全栈数据科学家,数据科学协会( joinideas.org )执行主席 南加州大学(USC)客座讲师 大数据安全、数据科学教育专家 数据结构和算法 导师 现任Bank of America工程VP University of Texas 计算机博士 数据处理及机器学习 导师 现任FLAG资深数据科学家 Duke University 物理博士 数处理、A/B Testing 导师 现任Ebay数据科学家 University of California at Riverside 化工博士 机器学习数学原理 导师 现任数据科学Research Professsor 环境科学博士 统计学 导师 Microsoft数据科学家 Purdue University 统计学博士 金融工业背景知识 导师 现任Discover数据科学家 Purdue University 化工博士 数据预处理 导师 现任CapitalOne数据分析部经理 资深数据科学家 面试辅导与内推 学员去向 学员拿到onsite面试将有机会直接对话学院面试辅导老师,获得针对面试和个人职业发展的相关辅导 专业就业指导老师为学员进行一对一简历修改 完成课程后,导师将会根据学生的背景,辅助学员制定求职计划 学员将能以最优惠的价格参与学院的职业辅导课程,我们career coaching课程包括面试技巧辅导 + 真题模拟面试 学院将为优秀学员提供数据行业各大公司岗位内推机会 部分职业辅导导师: 额外收获 解决自学窘境: 通过系统的学习,我们能让您用最快的速度入门数据科学领域,并且在您遇到问题的时候第一时间提供帮助,让您不会出现自学时举步维艰的窘境。 顶级职业Networking: 目前我们数据应用学院的导师和校友遍布北美各大数据公司。他们组成的强大后援团会为大家提供第一手的工作经验、面试经历以及职位内推信息。 任劳任怨的老师团队: 答疑解惑,手把手的带您入门。学员可以通过Discussion Board随时提出问题寻求即时的解答。加入数据应用学院,学习上不会再有跨不过去的坎儿。 报名要求 学历背景方面: 我们对学员的学历和专业没有特别的要求。我们学院的学员背景多样,学历涵盖了BS,Master与Ph.D.,专业包括了EE、 统计、数学、物理、机械、化工、环境工程、运筹、金融、石油等等。 知识储备要求: Data Scientist 全周期项目对报名学员有些基本prerequisites。为了能够跟上我们的课程进度,学员需在报名前掌握:Python、 Machine Learning、 Statistics以及SQL等方面基础知识。 报名流程 常规流程: 点击右边” 报名申请 ” 按钮, 填写报名表 -> 我们课业辅导老师会尽快联络您解答疑惑 -> 支付学费完成报名 -> 助教联络准备开课 快捷流程 : 如果您已经对本课程非常熟悉了解了, 可以在本页面提交” 报名申请 “后, 直接 在线付款 -> 联络准备开课 报名申请 付款方式 我们支持多种线下付款方式和渠道,包括但不限于信用卡付款、Paypal付款、Chase quickpay等。可以电话或者邮件联络我们获取具体方式。联系邮箱:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center About us - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center About us Home \ Objective Data Application Lab is a fast growing educational and consulting tech firm that serves talented individuals and leading organizations. We help our trainees gain the up-to-date data science knowledge in the industry. We help our clients dig insights from massive data sets and make lasting improvements to their performance. We are building a firm uniquely equipped to this task so our customers can realize their most important goals. Engineering & Consulting Service Our Engineering & Analytics team comes from a variety of backgrounds to bring innovatory ideas and solutions. We work together with clients to build data-driven solutions and applications. We combine the latest tech with deep industry expertise to help clients capture the true insights from data. Today’s competitive business organizations need a combination of domain expertise, data, and technology. Thus we work closely with them. We provide a spectrum of IT & Big data integrated solutions to meet client’s desired level of business service. A variety of monitoring and reporting services ensure the needs and objectives of your business are being met. Ranging from Data Center Infrastructure, Distributed big data system, to IT strategy and operating model, our Research & Development team continue to focus on emerging technology, bringing unique models to improve performance. Data Application Lab understands the complexities of today’s data challenging. Thus we work alongside our clients to advise, to drive change and implement new processes. Educational Training Program Ranked among top data camps in the U.S., our project-oriented big data training program is focused solely on your achievements and results; providing a sophisticated curriculum and framework to help guide your learning while supporting your data related career goals and knowledge gaps. Designed by our in-house big data computer engineers and data scientists, projects in our data training program are tailored to address the up-to-date industry trends. They are customized to meet trainee’s unique needs and area of specialization, which will ultimately help to bolster their talent with immersive learning experiences, in a way to accelerate the study pace. Backed by Data Application Lab’s vast alumni and partner network, you will have access to data specialists including more than hundreds of data scientists and engineers in the IT industry, providing you career advice and guidance. Staffing More and more organizations are hiring data engineer, data scientist, data analyst, and business analyst. And you need the right people to succeed. We support short-term , seasonal , high-volume and niche contract requirements . We also provide contract-to-hire talent for project-based support with the option to hire our contractors as permanent employees or find the permanent top talent your company needs today. Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Event Archive - Data Application Lab Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Events Home \ event All University Tour Open Class 中文公开课 All University Tour Open Class 中文公开课 2026 Jun 11 Lecture 15: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Jun 04 Lecture 14: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 May 28 Lecture 13: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 May 21 Lecture 12: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 May 15 LLM Agent Harness Free At 7:00 pm Online Webinar 2026 May 14 Lecture 11: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 May 08 Applications of LLM in Financial Trading Free At 7:00 pm Online Webinar 2026 May 07 Lecture 10: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 May 01 How to Use OpenClaw for Non-Technical Users Free At 7:00 pm Online Webinar 2026 Apr 30 Lecture 9: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Apr 24 In-Depth Analysis of LLM Security Issues Free At 7:00 pm Online Webinar 2026 Apr 23 Lecture 8: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Apr 17 Become an LLM Engineer in 6 Months Free At 7:00 pm Online Webinar 2026 Apr 16 Lecture 7: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Apr 09 Lecture 6: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Apr 03 Applications of LLM in Biology Free At 7:00 pm Online Webinar 2026 Apr 02 Lecture 5: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Mar 27 How to Get an LLM Development Engineer Job? Free At 7:00 pm Online Webinar 2026 Mar 26 Lecture 4: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Mar 20 Analysis of the OpenClaw Open-Source LLM Project Free At 7:00 pm Online Webinar 2026 Mar 19 Lecture 3: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Mar 13 How to Switch to LLM Application Developer Free At 7:00 pm Online Webinar 2026 Mar 12 Lecture 2: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Mar 06 Learn LLM Agent in One Class Free At 7:00 pm Online Webinar 2026 Mar 05 Lecture 1: 100 Days of LLM Mastery Free At 7:00 pm Online Webinar 2026 Feb 27 The Core Algorithm of LLM – Transformer Free At 7:00 pm Online Webinar 2026 Feb 26 Lecture 9: How to Prepare for LLM Engineer Interview Free At 7:00 pm Online Webinar 2026 Feb 20 Why LLM Agent Define Next-Gen AI Engineers Free At 7:00 pm Online Webinar 2026 Feb 19 Lecture 8: How to Prepare for LLM Engineer Interview Free At 7:00 pm Online Webinar 2026 Feb 12 Lecture 7: How to Prepare for LLM Engineer Interview Free At 7:00 pm Online Webinar 2026 Feb 06 What is Context Engineering? Free At 7:00 pm Online Webinar 2026 Feb 05 Lecture 6: How to Prepare for LLM Engineer Interview Free At 7:00 pm Online Webinar Page 1 of 35 1 2 3 4 5 ... 10 20 30 ... » Last » Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Data Application Lab - Big Data Expert: Data Scientist / Data Engineer / Business Analyst - Consult Your Business Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Leader in AI & Data Science Large Language Model Developer Bootcamp Designed to cover both theoretical foundations and practical implementations, allowing participants to gain hands-on experience in working with LLMs. Among our 2024 students, 80% of graduates found relevant high-paying jobs. View Syllabus Enterprise Consulting More information Education Consulting Data Application Lab partners with global universities and enterprises to offer educational training consulting services, programmes including Data Science, Data & Business Analytics and Artificial Intelligence. We help to design up-to-date course material and offer a market-driven curriculum to train your employees or instructors. Relation Network OFFICE Silicon Valley 43002 Christy St Fremont, CA 94538 Primary 6131 Orangethorpe Ave, STE 170B Buena Park,90620 Greater L.A. 939 S Atlantic Blvd Monterey Park, CA 91754 Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
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[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Data Application Lab - Big Data Expert: Data Scientist / Data Engineer / Business Analyst - Consult Your Business Menu × My account Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center Leader in AI & Data Science Large Language Model Developer Bootcamp Designed to cover both theoretical foundations and practical implementations, allowing participants to gain hands-on experience in working with LLMs. Among our 2024 students, 80% of graduates found relevant high-paying jobs. View Syllabus Enterprise Consulting More information Education Consulting Data Application Lab partners with global universities and enterprises to offer educational training consulting services, programmes including Data Science, Data & Business Analytics and Artificial Intelligence. We help to design up-to-date course material and offer a market-driven curriculum to train your employees or instructors. Relation Network OFFICE Silicon Valley 43002 Christy St Fremont, CA 94538 Primary 6131 Orangethorpe Ave, STE 170B Buena Park,90620 Greater L.A. 939 S Atlantic Blvd Monterey Park, CA 91754 Consulting Business Insights Big Data Solution Enterprise Application Infrastructure Management ABOUT US About us Milestone Terms and Conditions User Agreement Privacy Policy Contact Info: Email:
[email protected] Telephone: +1(909)768-3666 Human Resource:
[email protected] TOP © Copyright © 2019 Data Application Lab Enterprise Service Machine Learning & AI FinTech Natural Language Processing Steam Game Recommendation System GIS in Real Estate Consulting Service Business Insights Big Data Solutions Enterprise Application Infrastructure Management Big Data Computing Computing Clusters Data Warehouse Career Consulting About us About us Milestone Job Oppotunities Events Global Blog 中文课程 精华课程 数据科学家 LLM大语言模型开发者 商业分析师 AI人工智能 软件工程师SDE Data Scientist 面试冲刺班 大数据工程师 数据应用学院Learn Center