Python for data science and basics of ML using regression
Learn the basics of Python for data science and how to apply them in projects. Build a strong foundation in statistics for machine learning. Perfect for beginners.
What you’ll learn
- Just Basic python required for data science and how to apply them in data science (Teaching Data science and ML is not the objective of this course)
- Introduction to data science to give you a flavor simple linear regression is used
- Python popular libraries including Numpy , Pandas and Matplotlib
- How to prepare the data for data science and how to develop a basic prediction model.
- This course is a combination of basic python required for data science and how to apply them in data science project environment
- Data Science and ML is not the objective of this course , those concepts are just used for basic understanding
This course focuses on two things. First thing is to get you up to speed with understanding of python required to jet start your data science journey. Python is an object oriented programing language and used extensively in the field of data science. The objective in this course is not master python programing but to understand what is required for your journey in machine learning and master that bit. Secondly , building a strong foundation of statistics required for the participants who aspires to become a data scientist or a Machine learning practitioner. This MUST NEED skill set will enable every participants to begin their smooth journey to Deep learning and Artificial Intelligence. This course focuses on maintaining an optimal balance of statistics , python programming for Data science and core ML algorithms. The course begins with a complete demonstration of how to download and secure all the essential software required for this course and provides rationale for using such software. After helping you secure necessary software required for the course , the course progresses to build your understanding and brush up your memory on basic statistics required to make you comfortable with Advanced analytics. Once you are comfortable with it , instructor will spend sufficient time to train you on python programming at the right level for you to jet start your journey with Data Science and Machine learning analytics.
Who this course is for:
- Students , all levels of working professionals wanting to know what is python and it’s use in data science , business analysts , Six sigma green belts , Six Sigma Black Belts , Entrepreneurs
- Only for Novice to Python and Novice to statistics
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