What you'll learn:
- Python installation on Windows and Linux System
- Learn Python basic Datatypes - Number, String, Boolean
- Different collection in Python
- List, Dictionary Data Type
- Create custom function in Python
- Manage Module in Python
- Three data science library Numpy, Pandas and Matplotlib for visualization
- End to end machine learning workflow with Scikit-learn implementation
Welcome to the course on Python programming for Data Science and Machine Learning course.
Python is one of the most in demand skill in today's software industry and entry point to get started with data science analytics machine learning and Artificial intelligence world.
Python is one of the most favorite language among data scientist.
I have designed this course for absolute beginners to get started with Python.
This course is not for experience Python developer.
Following topics of python we will cover throughout this whole course
Anaconda distribution for python
Jupyter notebook
Python basic data type number integer float string Boolean
Different collections available in Python list tuple dictionary and sets
How to create a custom function in Python and lambda expression
Decision making and looping in Python.
Data Science with Python section added
Numpy - Numerical Processing
Pandas - General data Processing
Matplotlib - Data Visualization
Complete Data Science and Machine Learning Workflow
ML Logistic regression algorithm implementation steps with Scikit-learn Library.
Every single video in this course hands on Python programming to understand the Python concept.
This course is in draft mode, will continue to add more content to it.
I hope you are excited to enter world of python data science and machine learning.
Thanks
Ankit Mistry
