Bestseller Course

AI for Beginners

Name: AI for Beginners
Price: 199 USD

Master the fundamentals of artificial intelligence and machine learning. Perfect for career changers and those new to AI. No prior experience required.

12 WeeksDuration

BeginnerLevel

3,245Enrolled

Enroll Now - $199

Course Overview

This comprehensive 12-week program is designed to take you from zero knowledge to confident AI practitioner. You'll learn the mathematical foundations, programming skills, and practical techniques needed to work with artificial intelligence and machine learning systems.

Through hands-on projects and real-world applications, you'll build a portfolio that demonstrates your capabilities to potential employers. Our instructors are working AI professionals who bring industry experience into every lesson.

What You'll Learn

Python Programming

Master Python from scratch with focus on data structures, libraries, and AI-specific frameworks like NumPy and pandas.

Machine Learning Basics

Understand core ML concepts including supervised and unsupervised learning, classification, and regression.

Data Processing

Learn to clean, prepare, and analyze datasets for machine learning applications using industry-standard tools.

Real Projects

Build 5+ portfolio projects including image classification, text analysis, and predictive modeling applications.

Course Syllabus

Weeks 1-2: Python Foundations

Variables, data types, control structures, functions, and object-oriented programming basics.

Weeks 3-4: Data Science Essentials

NumPy arrays, pandas DataFrames, data visualization with Matplotlib and Seaborn.

Weeks 5-6: Machine Learning Fundamentals

Introduction to scikit-learn, linear regression, decision trees, and model evaluation techniques.

Weeks 7-8: Classification & Clustering

Logistic regression, SVM, k-means clustering, and handling imbalanced datasets.

Weeks 9-10: Neural Networks Introduction

Basic neural network architecture, activation functions, and introduction to TensorFlow/Keras.

Weeks 11-12: Capstone Project

Build and deploy your own end-to-end machine learning application with real-world data.