Foundations of Artificial Intelligence and Machine Learning Course

Explore the core principles and techniques of AI and ML. Gain hands-on experience and understand algorithms, data analysis, and predictive modeling.

Artificial Intelligence and Machine Learning Courses Confirmed

Training Locations

This Foundations of Artificial Intelligence and Machine Learning Course is available in multiple cities. Please select your preferred location from the list below

Durrës

Albania

Tirana

Albania

Andorra la Vella

Andorra

Escaldes-Engordany

Andorra

Innsbruck

Austria

Salzburg

Austria

Vienna

Austria

Gomel

Belarus

Minsk

Belarus

Antwerp

Belgium

Brussels

Belgium

Banja Luka

Bosnia and Herzegovina

Sarajevo

Bosnia and Herzegovina

Plovdiv

Bulgaria

Sofia

Bulgaria

Dubrovnik

Croatia

Split

Croatia

Zagreb

Croatia

Limassol

Cyprus

Nicosia

Cyprus

Brno

Czech Republic

Prague

Czech Republic

Aarhus

Denmark

Copenhagen

Denmark

Tallinn

Estonia

Tartu

Estonia

Helsinki

Finland

Tampere

Finland

Lyon

France

Marseille

France

Nice

France

Paris

France

Berlin

Germany

Frankfurt

Germany

Hamburg

Germany

Munich

Germany

Athens

Greece

Thessaloniki

Greece

Budapest

Hungary

Debrecen

Hungary

Akureyri

Iceland

Reykjavík

Iceland

Cork

Ireland

Dublin

Ireland

Florence

Italy

Milan

Italy

Naples

Italy

Rome

Italy

Pristina

Kosovo

Prizren

Kosovo

Liepāja

Latvia

Riga

Latvia

Schaan

Liechtenstein

Vaduz

Liechtenstein

Kaunas

Lithuania

Vilnius

Lithuania

Esch-sur-Alzette

Luxembourg

Luxembourg City

Luxembourg

St. Julian's

Malta

Valletta

Malta

Bălți

Moldova

Chișinău

Moldova

La Condamine

Monaco

Monte Carlo

Monaco

Budva

Montenegro

Podgorica

Montenegro

Amsterdam

Netherlands

Rotterdam

Netherlands

The Hague

Netherlands

Ohrid

North Macedonia

Skopje

North Macedonia

Bergen

Norway

Oslo

Norway

Gdańsk

Poland

Kraków

Poland

Warsaw

Poland

Faro

Portugal

Lisbon

Portugal

Porto

Portugal

Bucharest

Romania

Cluj-Napoca

Romania

City of San Marino

San Marino

Serravalle

San Marino

Belgrade

Serbia

Novi Sad

Serbia

Bratislava

Slovakia

Košice

Slovakia

Bled

Slovenia

Ljubljana

Slovenia

Barcelona

Spain

Madrid

Spain

Valencia

Spain

Gothenburg

Sweden

Stockholm

Sweden

Bern

Switzerland

Geneva

Switzerland

Zurich

Switzerland

Kyiv

Ukraine

Lviv

Ukraine

Odesa

Ukraine

Dubai

United Arab Emirates

Birmingham

United Kingdom

Edinburgh

United Kingdom

London

United Kingdom

Manchester

United Kingdom

Rome (Vatican-adjacent)

Vatican City

Training Outlines

Introduction

This 5-day course on "Foundations of Artificial Intelligence and Machine Learning" is designed to provide participants with a comprehensive understanding of AI and ML concepts. Participants will delve into the fundamental principles, tools, and techniques that drive these technologies, enhancing their ability to implement and manage AI-driven projects in professional settings.

Objectives

Understand the core concepts and definitions of AI and ML.
Identify different types of machine learning algorithms and their applications.
Gain hands-on experience with popular AI and ML tools and frameworks.
Explore ethical considerations and challenges associated with AI deployment.
Develop skills to implement basic ML models and evaluate their performance.

Course Outlines

Day 1: Introduction to AI and Machine Learning

Definition and history of AI and ML
Key differences between AI, ML, and Data Science
Real-world applications of AI
The AI landscape: Opportunities and challenges
Introduction to AI programming languages and tools

Day 2: Machine Learning Concepts and Techniques

Supervised vs. unsupervised learning
Overview of common ML algorithms
Data preprocessing and feature engineering
Model selection and evaluation metrics
Hands-on session with a simple ML model

Day 3: Deep Learning and Neural Networks

Introduction to neural networks
Understanding deep learning and its architecture
Applications of deep learning in various industries
Hands-on practice with neural network frameworks
Challenges in training deep learning models

Day 4: Advanced AI Topics and Tools

Reinforcement learning fundamentals
Introduction to natural language processing (NLP)
Computer vision and image recognition
Exploring AI frameworks: TensorFlow and PyTorch
Building an AI project pipeline

Day 5: AI Ethics, Future, and Practical Implementation

Discussing ethical considerations in AI
The future of AI technologies and trends
Case studies of successful AI implementations
Hands-on session: Building a complete AI solution
Course review and wrap-up

Training Schedule

Below is the table of cities along with the respective dates for the upcoming training sessions of Foundations of Artificial Intelligence and Machine Learning Course. Please review the schedule to find the most convenient option for you. You can also use the below search bar to type the city name and filter the results.