Technologies / Artificial Intelligence

Machine Learning with Python - An Intensive Workshop

An intensive hands-on workshop on machine learning using the Python language and popular ML libraries. Participants will gain practical skills in data preparation, model building and deployment. The program focuses on practical aspects of ML, from data mining to model deployment, using real-world use cases.

Issues

Machine learning algorithms
Data preparation
Feature engineering
Validation of models
Ensemble methods
Clustering
Dimensionality reduction
Text processing
Image analysis
Deployment of models
Performance optimization
Best practices in ML

This training is part of the path:

Programmer Machine Learning Engineer

Benefits

The participant will be able to independently implement machine learning projects from start to finish
The ability to select and implement appropriate ML algorithms for various business problems
Will learn how to effectively prepare data for modeling
Will learn techniques for evaluating and optimizing ML models
Will know how to implement models into a production environment
Will develop practical skills in processing different types of data

Who is this training for?

Programmers who want to specialize in ML

Data analysts developing ML skills

Data Scientists new to ML

Software engineers interested in AI

R&D specialists

Researchers implementing ML solutions

Prerequisites

Basic knowledge of Python
Knowledge of basic statistics
Fundamentals of linear algebra
Understand basic programming concepts

Training program

Data preparation
Algorithm selection
Validation of models
Supervised learning models

Regression models
Ensemble learning
Quality assessment of models
Unsupervised learning models

Dimensionality reduction
Anomaly detection
Visualize the results

Text processing
Image analysis
Feature engineering
Deployment 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 Machine Learning with Python - An Intensive Workshop for?

The target audience includes programmers who want to specialize in ML, data analysts developing ML skills, and Data Scientists new to ML. Level: intermediate.

How long is the Machine Learning with Python - An Intensive Workshop?

The training lasts 2 days. It is delivered online or on-site.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT is ISO 9001 certified.

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.