This Data Science with Python course will establish your mastery of Data Science and analytics techniques using Python. With this Python for Data Science Course, you’ll learn the essential concepts of Python programming and gain in-depth knowledge in data analytics, Machine Learning, data visualization, web scraping, and natural language processing. Python is a required skill for many Data Science positions, so jump start your career with this interactive, hands-on course.

Course curriculum

• Lesson 1: Data Science Overview
• Lesson 2: Data Analytics Overview
• Lesson 3: Statistical Analysis and Business Applications
• Lesson 4: Python Environment Setup and Essentials
• Lesson 5: Mathematical Computing with Python (NumPy)
• Lesson 6 - Scientific computing with Python (Scipy)
• Lesson 7 - Data Manipulation with Pandas
• Lesson 8 - Machine Learning with Scikit–Learn
• Lesson 9 - Natural Language Processing with Scikit Learn
• Lesson 10 - Data Visualization in Python using matplotlib
• Lesson 11 - Web Scraping with BeautifulSoup
• Lesson 12 - Python integration with HadoopMapReduce and Spark

DATA SCIENCE WITH PYTHON : COURSE PLAN

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