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...
Data science is a fast-growing industry. Learn more about earning an online data science certificate and how to prepare for a career in big data.
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...
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 Essentials ...
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. ...
edX: Data Science Essentials Google: Feature Engineering Udacity: Creating an Analytical Dataset Be able to experiment in notebook Pluralsight: Getting Started with Jupyter Notebook and Python Be able to visualize data Datacamp: Introduction to Data Visualization with Python Datacamp: Introduction to ...
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 ...
–It includes regular guided calls with an experienced data science mentor who’ll answer all your questions. –The mentor will help you remain accountable to your career goals. –Get 1-on-1 help from mentors whenever you want. Duration: 6 months ...
With 3,000+ courses to choose from, you’ll be able to find a good data science skill to learn. This platform offers “Intro to Analytics Modeling,”“Machine Learning with Python,” and “The Essentials of Data Literacy,” just to name a few. ...
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. ...