Free Tutorials & Guides

Learn at your own pace with our in-depth tutorials — from beginner fundamentals to advanced techniques across data science, agile, product management, and more.

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beginner

Introduction to Python for Data Science

Learn the fundamentals of Python programming — variables, loops, functions, and libraries like Pandas and NumPy — to kickstart your data science journey.

45 min read8 sections
intermediate

Building Your First Machine Learning Model

A step-by-step guide to building, training, and evaluating a machine learning model using scikit-learn with a real-world dataset.

60 min read10 sections
advanced

Deep Learning with TensorFlow & Keras

Explore neural network architectures, CNNs, and RNNs. Build and deploy deep learning models for image and text classification.

90 min read14 sections
beginner

Understanding Agile: A Complete Beginner's Guide

Demystify agile methodologies — Scrum, Kanban, and XP. Learn the principles, ceremonies, and roles that drive modern teams.

30 min read6 sections
intermediate

SAFe® Framework Explained: From Team to Portfolio

Understand the Scaled Agile Framework across all levels — Team, Program, Large Solution, and Portfolio — with practical examples.

50 min read9 sections
advanced

Leading an Enterprise Agile Transformation

A strategic guide to planning, executing, and sustaining agile at scale. Covers change management, PI planning, and value stream mapping.

75 min read12 sections
beginner

Product Management Fundamentals

Learn the core responsibilities of a product manager — from discovery and user research to roadmapping, prioritisation, and stakeholder alignment.

40 min read7 sections
intermediate

Writing Effective User Stories & PRDs

Master the art of writing user stories, acceptance criteria, and product requirement documents that engineering teams love.

35 min read6 sections
beginner

How to Build a Standout Tech Resume

Practical tips for crafting a resume that passes ATS filters and impresses hiring managers — with real before-and-after examples.

25 min read5 sections
intermediate

Mastering the STAR Interview Method

Learn to structure compelling interview answers using the Situation-Task-Action-Result framework with practice examples for tech roles.

30 min read6 sections
beginner

Getting Started with Git & GitHub

A hands-on introduction to version control — branching, merging, pull requests, and collaboration workflows for modern development teams.

35 min read7 sections
intermediate

CI/CD Pipelines with GitHub Actions

Set up continuous integration and deployment pipelines from scratch. Automate testing, building, and deploying your applications.

50 min read8 sections

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