Python for Machine Learning - Machine Learning for Beginners

Overview

Explore Python for machine learning in this comprehensive video tutorial. Delve into essential libraries like NumPy for numerical computation, Pandas for data manipulation, and Seaborn for visualization. Learn to work with arrays, Series objects, and Dataframes while developing crucial skills for implementing machine learning tasks. Understand different types of machine learning, including supervised, unsupervised, and reinforcement learning, with practical demonstrations of regression and the KNN algorithm. Conclude with a Q&A session to address your queries and solidify your understanding of Python's role in machine learning.

Syllabus

Introduction
About Great Learning Academy
Why should you learn Python
Interesting Facts about Python
PurposeBuilt Programming Language
Skills to Develop
Important Skills
What is Machine Learning
Supervised Learning
Regression and Classification
Unsupervised Learning
clustering and association
reinforcement learning
practical demo
what is regression
kn algorithm
learn machine learning
great learning academy
QA session