Machine Learning with Python Hands-on Machine Learning

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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .srt | Duration: 70 lectures (6h 19m) | Size: 1.72 GB

Learn Python programming, Machine learning, Data Science with 100+ quizzes, Numpy, Pandas, Matplotlib, Scikit-learn

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

Requirements

No Prerequisite, Basic High school mathematics sufficient

Description

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

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
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