Machine Learning Concepts and Application of ML using Python

Learn core concepts of Machine Learning. Apply ML techniques to real-world problems and develop AI/ML based applications

What you’ll learn

Learn the A-Z of Machine Learning from scratch
Build your career in Machine Learning, Deep Learning, and Data Science
Become a top Machine Learning engineer
Core concepts of various Machine Learning methods
Mathematical concepts and algorithms used in Machine Learning techniques
Solve real world problems using Machine Learning
Develop new applications based on Machine Learning
Apply machine learning techniques on real world problem or to develop AI based application
Analyze and implement Regression techniques
Linear Algebra basics
A-Z of Python Programming and its application in Machine Learning
Python programs, Matplotlib, NumPy, basic GUI application
File system, Random module, Pandas
Build Age Calculator app using Python
Machine Learning basics
Types of Machine Learning and their application in real-life scenarios
Supervised Learning – Classification and Regression
Multiple Regression
KNN algorithm, Decision Tree algorithms
Unsupervised Learning concepts & algorithms
AHC algorithm
K-means clustering & DBSCAN algorithm and program
Solve and implement solutions of Classification problem
Understand and implement Unsupervised Learning algorithms

Machine Learning Engineers & Artificial Intelligence Engineers
Data Scientists & Data Engineers
Newbies and Beginners aspiring for a career in Data Science and Machine Learning
Machine Learning SMEs & Specialists
Anyone (with or without data background) who wants to become a top ML engineer and/or Data Scientist
Data Analysts and Data Consultants
Data Visualization and Business Intelligence Developers/Analysts
CEOs, CTOs, CMOs of any size organizations
Software Programmers and Application Developers
Senior Machine Learning and Simulation Engineers
Machine Learning Researchers – NLP, Python, Deep Learning
Deep Learning and Machine Learning enthusiasts
Machine Learning Specialists
Machine Learning Research Engineers – Healthcare, Retail, any sector
Python Developers, Machine Learning, IOT, AirFlow, MLflow, Kubef
Computer Vision / Deep Learning Engineers – Python