Artificial intelligence Essentials (AI) Course| London TFE

Overview
Course Outline
Scheduled Dates

Course Overview

Artificial Intelligence (AI) is a branch of computer science that focuses on creating intelligent machines that can perform tasks that normally require human intelligence, such as:

Perception
Reasoning
Learning
Decision making
Natural language processing.

AI can be applied in a wide range of fields, including healthcare, finance, education, transportation, and entertainment.

It has become an essential part of the technology industry. Research associated with artificial intelligence is highly technical and specialised.

Objective:

History of Artificial Intelligence
What is Artificial Intelligence?
Application of Artificial Intelligence
Artificial Intelligence – Intelligent Systems
Problems in Artificial Intelligence
Approaches used in Artificial Intelligence
Tools used in Artificial Intelligence
Different types of Artificial Intelligence Technology
Agents and Environments in Artificial Intelligence
Artificial Intelligence Expert Systems
Artificial Intelligence – Robotics
What is strong and weak Artificial Intelligence?

Course Outline

Day 1:Introduction to AI

What is AI?
Brief history of AI
Different types of AI and their applications
Key concepts and terminology

Day 2: Machine Learning

Introduction to machine learning
Supervised, unsupervised, and reinforcement learning.
Classification and regression
Overfitting and underfitting
Model evaluation and selection

Day 3:Neural Networks and Deep Learning

Introduction to neural networks
Structure and working of a neural network.
Activation functions
Convolutional neural networks (CNN) and their applications
Recurrent neural networks (RNN) and their applications

Day 4:Natural Language Processing

Introduction to NLP
Tokenization, stemming, and lemmatisation.
Part-of-speech tagging
Named entity recognition.
Sentiment analysis

Day 5:Future of AI and Ethics

Emerging trends in AI
AI and its impact on society
Ethical considerations in AI development and use
Bias and fairness in AI
Explainable AI

Schedule & Fees

3 For 2Offer

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Amsterdam
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Innovation and Artificial Intelligence (AI)

Artificial Intelligence (A.I) Essentials

Duration:5 Days (20 CPD hours)

date:13 - 17 May 2024

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