11 COURSES · 5-20+ days · FROM $2,500/DAY

Machine Learning & AI Training for Teams

Multiple tracks for data scientists, NLP engineers, and ML practitioners. From fundamentals to advanced deep learning and transformer architectures. Led by Microsoft Certified Trainer Axel Sirota.

Free consultation · No minimum seats

Overview

Build a solid foundation in machine learning and AI with multiple learning tracks tailored to your team's goals. The Data Science track covers the full ML pipeline from data wrangling to deep learning. The NLP track specializes in text processing and modern language models. And our 5-day Fast Track workshop gives motivated teams a shortcut to everything.

Every course is hands-on with real datasets and production-relevant projects. Your team will build, train, and evaluate models using scikit-learn, TensorFlow, and PyTorch — then be ready to continue into our GenAI/LLM or Agentic AI paths.

Courses in This Path

Introduction to Data Science and ML

2 daysBeginner

Build your first ML models with scikit-learn. Cover supervised/unsupervised learning and model evaluation.

Data Wrangling for Machine Learning

3 daysPractitioner

Master data preparation with advanced pandas, feature engineering, and preprocessing pipelines.

Introduction to Deep Learning

3 daysPractitioner

Build neural networks from scratch with TensorFlow/PyTorch for vision and sequence modeling.

Introduction to NLP

3 daysBeginner

Master text processing fundamentals: tokenization, embeddings, and classical NLP algorithms.

Hands-on NLP

3 daysPractitioner

Build production NLP systems: sentiment analysis, NER, text classification with transformers.

Mastering Data Science and ML Workshop

5 daysFast Track

Intensive bootcamp covering the entire ML pipeline. Unlocks all advanced courses and paths.

Who Is This For?

  • Data analysts transitioning into data science and ML roles
  • Developers building their first machine learning models
  • NLP engineers working with text processing and language models
  • Teams needing a foundation before GenAI/LLM or Agentic AI training
  • Companies wanting a 5-day fast track to ML competency

Key Topics Covered

Supervised and unsupervised machine learning
Deep learning with TensorFlow and PyTorch
Natural Language Processing (NLP)
Data wrangling and feature engineering
Computer vision and CNNs
Transformer architectures

Simple, Transparent Pricing

$2,500/day

Up to 10 students per session · No minimum seats

That's 80% less than enterprise training providers charge for the same quality. Custom curriculum, live instructor, hands-on projects — all included.

Frequently Asked Questions

Which ML track should my team start with?

It depends on your goals. The Data Science track (8 days) is best for teams building predictive models and analytics. The NLP track (8 days) is ideal for teams working with text data and language processing. If you want the fastest path, our 5-day Workshop covers everything and unlocks all advanced courses.

What Python level is needed for ML training?

Python Fundamentals is the prerequisite for beginner ML courses. We offer a 6-day Python path (Learning to Code → Python Fundamentals) that prepares complete beginners. Many teams combine Python training with ML training in a single engagement.

How does the 5-day Fast Track workshop compare to the full tracks?

The Workshop compresses 8+ days of prerequisites into 5 intensive days. It covers the entire ML pipeline from pandas basics to deep learning and unlocks direct access to GenAI/LLM courses, Data Science Mastery bundle, and Agentic AI path. Best for motivated teams with Python background.

Ready to Train Your Team?

Tell us about your team and goals. We'll create a custom training plan with the right courses, schedule, and pricing for your organization.

Free consultation · No minimum seats · 100% satisfaction guarantee