Course curriculum
-
1
Introduction to Artificial Intelligence
-
2
Basics of Python for AI
-
3
Introduction to Machine Learning
-
4
Deep Learning Fundamentals
-
5
Advanced AI Techniques
-
6
Practical AI Applications
-
7
AI Ethics and Fairness
-
8
AI Development Tools and Platforms
-
9
Hands-on using python
-
10
Project Work and Case Studies
-
11
Study Material
-
What is AI? The History of AI Different Types of AI AI vs. Machine Learning vs. Deep Learning Quiz -
Python Basics Installing python Python Data Structures Control Flow in Python Functions in Python Modules and Packages Introduction to NumPy Introduction to Pandas Introduction to Matplotlib Quiz -
Understanding Machine Learning Regression Classification Clustering Dimensionality Reduction Overfitting, Underfitting, and Model Selection Quiz -
Introduction to Neural Networks Types of Neural Networks Neural Network Components Activation Functions and Cost Functions Backpropagation and Gradient Descent Regularization Techniques (Dropout, Batch Normalization) Quiz -
Convolutional Neural Networks for Image Processing - Part 1 Convolutional Neural Networks for Image Processing- Part 2 Recurrent Neural Networks for Sequence Data Generative Adversarial Networks Transfer Learning and Fine-tuning Quiz -
Natural Language Processing Computer Vision Speech Recognition and Synthesis (part 1) Speech Recognition and Synthesis (part 2) AI in Healthcare AI in Business and E-commerce AI in Autonomous Vehicles AI in Entertainment AI in Finance AI in Blockchain AI in IOT Quiz -
Understanding AI Ethics Potential Pitfalls and Controversies in AI Strategies for Responsible AI Deployment Quiz -
Tensorflow PyTorch 2.0 Cloud AI Services (AWS, Google Cloud AI, Azure AI) Quiz -
Regression using python Classification using python Clustering using python -
Guided Project Work -
Study Material
Pricing options
Explain how different pricing options might be valuable to different segments of your audience.
-
Get started now
Free