Artificial Intelligence

Discover how to create your own machine learning projects using supervised and unsupervised machine learning algorithms.

In the course, you'll delve into a range of AI topics, including machine learning, deep learning, natural language processing, computer vision, and neural networks. 📚💻 You'll learn to leverage powerful algorithms and tools to extract insights from data, make predictions, automate tasks, and create intelligent systems.

Last Updated 07/23


Certificate Course


Month 1

Introduction to Artificial Intelligence

Week 1

Overview of AI and its applications

Week 2

History and evolution of AI

Week 3

Ethics and societal implications of AI

Week 4

Introduction to Python programming for AI

Month 2

Machine Learning Fundamentals

Week 1

Introduction to supervised and unsupervised learning

Week 2

Regression and classification algorithms

Week 3

Model evaluation and selection

Week 4

Feature engineering and data preprocessing techniques

Month 3

Deep Learning and Neural Networks

Week 1

Introduction to artificial neural networks

Week 2

Activation functions and backpropagation

Week 3

Convolutional Neural Networks (CNNs) for computer vision

Week 4

Recurrent Neural Networks (RNNs) for natural language processing

Month 4

SNatural Language Processing (NLP)

Week 1

Text preprocessing and feature extraction

Week 2

Language modeling and sentiment analysis

Week 3

Named Entity Recognition (NER) and text classification

Week 4

Sequence-to-Sequence models and machine translation

Month 5

Computer Vision

Week 1

Image processing techniques

Week 2

Object detection and image segmentation

Week 3

Convolutional Neural Networks (CNNs) for image classification

Week 4

Generative Adversarial Networks (GANs) for image synthesis

Month 6

Advanced Topics and Applications

Week 1

Reinforcement Learning and Markov Decision Processes

Week 2

Transfer Learning and model deployment

Week 3

Ethical considerations and bias in AI

Week 4

Capstone project: Applying AI techniques to a real-world problem



50% OFF


12 weeks




Saturdays Only


4PM Daily



Next Session starts in

April 06, 2024

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