Professional Certificate in Data Science from Harvard University (edX) This Harvard Data Science Certification program will teach you key data science essentials, including R and machine learning using real-world case studies to kick start your data science career. Spread across 9 courses, this immers...
EdX – Data Science Essentials This course is provided by Microsoft and forms part of their Professional Program Certificate in Data Science, although it can also be taken as a stand-alone course through EdX. Students are expected to have an “introductory” knowledge of R or Python – the tw...
Data Science Orientation(Microsoft/edX): Partial process coverage (lacks modeling aspect). Uses Excel, which makes sense given it is a Microsoft-branded course. 12–24 hours of content (two-four hours per week over six weeks). It has a3.95-star weighted average rating over 40 reviews. Free...
Data Analysis Essentials (edX) Start Date Self Paced facebook twitter envelope print Discover and acquire the quantitative data analysis skills that you will typically need to succeed on an MBA program. This course will cover the fundamentals of collecting, presenting, describing and making ...
Data Science Orientation Querying with Transact-SQL (banged this out in a few hours given my dev background) Analyzing and Visualizing Data with Excel (Could have chosen Power BI as a replacement) Introduction to R for Data Science (Choose between R or Python) Data Science Essential...
edX: Data Science Essentials Fast.ai: Deep Learning for Coder (2020) Lesson 0 Lesson 1 Lesson 2 Lesson 3 Lesson 4 Lesson 5 Lesson 6 Lesson 7 Lesson 8 Youtube: Deep Double Descent Be able to implement models in scikit-learn Article: Stacking made easy with Sklearn Article: Curve Fitting...
Statistical Learning with Python by Stanford University on EdX (Textbook, Textbook resources) or Statistical Learning With R by Stanford University on EdX (Textbook, Textbook resources) Data Science Tools & Methods Tools for Data Science Data Science Methodology Data Science: Wrangling Machine Learning/...
Understand Core Data Science Concepts Data Science Essentials Learn key concepts and techniques used to perform data science; including statistical analysis, data cleansing and transformation, and data visualization with R, Python, and Microsoft Azure Machine Learning. ...
Rapid introduction to data science essentials, covering key concepts, roles, tools, and project structures. Ideal for managers and those seeking a quick overview of the field. Add to list Coursera 6 hours 4 minutes On-Demand Free Online Course (Audit) Data...
Lecture 4: Spark Essentials 几乎每一页PPT都是要点,没必要截图了,大家参考PPT吧 Programming Spark pySpark(RDDs are the key concept) Spark Driver and Workers Spark Context Spark program first creates a SparkContext object tells spark how and where to access the cluster. etc. ...