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Python with Machine Learning: Start Building AI Models Today

3.90
3,063 students
3h 14m
Updated Apr 2026

What you'll learn

Introduction to Python Programming
Variables, Data Types, Operators
Conditional Statements, Loops
Functions, Modules, and Packages
File Handling in Python
Error Handling and Exceptions
Working with Libraries: NumPy, Pandas
Data Visualization with Matplotlib and Seaborn
Regular Expressions
Data Analysis with Pandas
Data Cleaning and Transformation
Data Normalization and Standardization
Object Oriented Programming (OOP) in Python
Understanding Machine Learning Concepts
Types of Machine Learning
Machine Learning Workflow
Linear Regression
Logistic Regression
Cross-Validation Techniques
Basics of TensorFlow and Keras
Model Evaluation Metrics

Course Description

Python with Machine Learning: Start Building AI Models Today


Machine Learning is transforming the world, and Python is the most popular programming language for building intelligent applications. This course, Python with Machine Learning, is designed to help you start building AI models from scratch, even if you are new to programming or machine learning.


You will learn how to use Python and powerful libraries like scikit-learn, pandas, and NumPy to create real-world machine learning models. The course takes a hands-on, project based approach, so you’ll not only understand the theory but also apply it by building practical AI applications.


By the end of this course, you will be able to implement supervised and unsupervised learning models, evaluate their performance, and gain the confidence to start your journey as a machine learning practitioner.


What you’ll learn:

  • Fundamentals of machine learning and Python programming

  • Data preprocessing and feature engineering

  • Supervised learning: regression and classification models

  • Unsupervised learning: clustering and dimensionality reduction

  • Model evaluation, optimization, and performance metrics

  • Building real-world AI projects using Python

  • Understanding the machine learning workflow from start to finish


Why take this course?

  • Hands-on learning with real-world examples and projects

  • Beginner friendly and step by step approach

  • Learn Python for machine learning even if you have no prior experience

  • Gain skills used in data science, AI, and tech industry roles


Who this course is for:

  • Beginners interested in Python and machine learning

  • Aspiring data scientists and AI enthusiasts

  • Software developers looking to add machine learning skills

  • Anyone wanting to build practical AI models with Python


By the end of this course, you’ll be able to build and deploy machine learning models with Python, opening doors to careers in AI, data science, and beyond.

Enroll Now and Start Your Journey to Python with Machine Learning

Requirements

  • No prior programming experience is required
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Python with Machine Learning: Start Building AI Models Today

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Course Details

  • Level All Levels
  • Lectures 25
  • Duration 3h 14m