Comprehensive Machine Learning Training
Hands-on AI and data analytics workshops — built around your team's real cases.
Ideal for teams that…
Hands-on AI and data analytics workshops — built around your team's real cases.
You will use Python in machine learning projects – leveraging libraries such as Pandas, NumPy, scikit-learn, and Matplotlib
After getting familiar with the essential tools and libraries, you will move on to further learning, including working with files, data cleaning, and machine learning models
You will learn practices that allow better management of code and project structure when building web applications
While writing code, you will pay particular attention to the possibility of integrating it with code written by other people
You will learn the language of developers, concepts, principles, and best practices of working with data, as well as how to communicate effectively in a programming team
What we actually do
- · Module 1: Introduction to Machine Learning Introduction to machine learning Key concepts The importance of splitting data into training, validation, and test sets Different types of machine learning Data as features Qualitative vs. quantitative data
- · Module 2: Data Processing and Analysis Introduction to libraries: Pandas, NumPy, Matplotlib, scikit-learn Working with files Data cleaning Data wrangling
- · Module 3: Jupyter Notebook Interactive environment Python virtual environments Cells, code, markdown Widgets IPython
- · Module 4: Machine Learning Models Linear regression Logistic regression Decision trees Random forest XGBoost Naive Bayes KNN classification SVM
- · Module 5: Model Comparison and Consolidation Methods for selecting models for specific use cases Comparing different models Practical exercises
From brief to retro in 30 days.
Brief & diagnosis
A call with the team lead + a short survey for participants. We define goals, gap and context.
Program customization
We adapt modules, case studies and code examples to your stack. Approval in 5 days.
Workshop
Trainer-led sessions, hands-on, code review. Mentor available between sessions too.
Retro + report
Outcome report for the team and lead. 30 days of consulting included.
Send a brief. We'll reply within 1 day.
After a short brief we'll prepare a program and a quote. No obligations — it's just a starting point.
Thank you!
We'll get back to you within 1 business day.
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