Technologies / Artificial Intelligence

Artificial intelligence from scratch - a comprehensive course

The training provides an in-depth introduction to artificial intelligence, covering both theoretical foundations and practical applications. Participants learn the fundamental concepts of machine learning, deep learning and natural language processing. The program is implemented through a combination of lectures and intensive practical workshops, during which participants implement a variety of AI algorithms and solve real-world problems. Classes are conducted in a methodical manner, with an emphasis on understanding the theoretical foundations and acquiring practical programming skills.

Issues

Fundamentals of machine learning
Data preparation
Classification algorithms
Regression algorithms
Neural networks
Deep learning
Image processing
Text analysis
Recommendation systems
Evaluation of models
Performance optimization
Implementing AI solutions

Benefits

Upon completion of the training, the participant will have a solid theoretical foundation in the area of artificial intelligence
Practical skills in implementing a variety of machine learning and deep learning algorithms
To independently prepare data for analysis and assess the quality of the created models
Methods for optimizing and tuning AI models for specific applications
Will be able to select appropriate algorithms for solving various business problems
Will master techniques for implementing AI systems in a production environment

Who is this training for?

Programmers looking to get started with AI

Data analysts and data scientists

Software engineers

IT solution architects

Scientists and researchers

Process automation specialists

Application developers

Artificial intelligence enthusiasts getting started with AI

Prerequisites

Knowledge of basic programming
Basic knowledge of mathematics and statistics
Ability to think analytically
Understand basic algorithmic concepts

Training program

Data preparation and analysis
Quality assessment of models
Validation and testing
Machine learning algorithms
Regression and classification
Decision trees and random forests

Dimensionality reduction

Neural networks
Convolutional neural networks
Recurrent neural networks

Practical implementations

Text analysis
Recommendation systems
Optimization of models

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

Who is the Artificial intelligence from scratch - a comprehensive course training for?

This training is designed for professionals looking to develop skills in artificial intelligence from scratch - a comprehensive course. Required level: intermediate.

How long is the Artificial intelligence from scratch - a comprehensive course training?

The training lasts 4. Available in online or on-site format.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.