Artificial Intelligence (Advanced)
Description: Artificial Intelligence is a branch of computer science that deals with the ability of computers to behave like Humans. To act like a human, computers should have Human intelligence which involves perception, decision making, problem-solving. Machines are trained in such a way that they can recognise patterns and make predictions.
- What you will learn:
- AI with Python – Primer Concepts
- AI with Python – Getting Started
- AI with Python – Machine Learning
- AI with Python – Data Preparation
- Supervised Learning: Classification
- Supervised Learning: Regression
- AI with Python – Logic Programming
- Unsupervised Learning: Clustering
- Natural Language Processing
- AI with Python – NLTK Package
- AI with Python – Speech Recognition
- AI with Python – Neural Networks
- Reinforcement Learning
- AI with Python – Genetic Algorithms
- AI with Python – Computer Vision
- AI with Python – Deep Learning
Artificial intelligence (AI) Advanced program is a specialized training program designed for students who want to deepen their knowledge and skills in advanced AI concepts and techniques. The program covers a wide range of topics such as machine learning, deep learning, natural language processing, computer vision, robotics, and more.
Some of the key topics covered in an AI Advanced program may include:
- Machine learning algorithms such as neural networks, decision trees, and clustering techniques.
- Deep learning concepts such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative adversarial networks (GANs).
- Natural language processing (NLP) techniques such as sentiment analysis, topic modeling, and text classification.
- Computer vision concepts such as object detection, segmentation, and image recognition.
- Robotics and automation concepts such as perception, control systems, and path planning.