Genre: eLearning | Language: English + .srt | Duration: 70 lectures (6h 19m) | Size: 1.72 GB
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
No Prerequisite, Basic High school mathematics sufficient
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
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.
Who this course is for:
Anyone who wants to learn Python Programming
Anyone who wants to dive into data science and analytic, This is entry point
Anyone who want to get started software career with python language.
Beginner Python developer want to strengthen python concept through 100’s quizzes
Anyone who want to learn Numpy, Pandas and Matplotlib data science Library