All Courses — Framework First Academy

Browse 26 framework-based courses across Python, AI/ML, AWS Cloud, Six Sigma, Agile, and Neuroscience. Practical, project-driven learning for professionals.

Python, AI & Machine Learning Track — 4 Courses

  • Practical Python & AI-Assisted Coding

    Most Python courses teach you to memorise syntax. This course teaches you to think architecturally — to plan a solution, direct an AI coding tool to write the code, and critically evaluate the output.

    Level: beginner | Duration: 5 hours

  • Applied Machine Learning (PDMV Framework)

    The biggest mistake in ML is starting with a model and looking for a problem. PDMV reverses this: you start with the business Problem, understand your Data, choose the right Model, and measure real-wo

    Level: intermediate | Duration: 5 hours

  • NLP with Python — Text Intelligence in Practice

    Natural Language Processing is one of the most commercially valuable AI skills. This course teaches the CCRMI framework — from classical TF-IDF to transformer embeddings to LLM-powered RAG pipelines.

    Level: intermediate | Duration: 4 hours

  • LLM Mastery: How AI Language Models Actually Work

    Stop treating AI as a black box. This course explains how Large Language Models work from first principles, compares the leading models (ChatGPT, Claude, Gemini, Deepseek, Manus AI), and teaches you t

    Level: intermediate | Duration: 5 hours

Problem-Solving Frameworks Track — 3 Courses

  • A3 Problem Solving — Think on One Page

    The A3 method forces you to fit an entire problem-solving story onto one A3 sheet of paper. This constraint is the point — it builds clarity of thought. Born at Toyota, A3 is now used by the world's b

    Level: beginner | Duration: 3 hours

  • TRIZ — Inventive Problem Solving

    TRIZ is the most powerful innovation framework ever systematised — developed by analysing 400,000 patents over 50 years. Instead of brainstorming randomly, TRIZ gives you a map from problem type to so

    Level: intermediate | Duration: 3 hours

  • Systems Thinking — Seeing the Whole

    Most problems are symptoms of system structure. Systems Thinking teaches you to map feedback loops, identify reinforcing and balancing dynamics, and find leverage points — places where a small change

    Level: intermediate | Duration: 3 hours

Lean, Six Sigma & Continuous Improvement Track — 5 Courses

  • Lean Thinking — Eliminate Waste, Deliver Value

    Lean is not about cutting costs — it is about removing everything that does not add value to the customer. This course teaches you to see the 8 wastes, map value streams, and design leaner processes i

    Level: beginner | Duration: 4 hours

  • Six Sigma White Belt — The Foundation

    The White Belt is the entry point to Six Sigma. You will understand the DMAIC methodology, the concept of variation, and how to support improvement projects as a team member — without needing statisti

    Level: beginner | Duration: 2 hours

  • Six Sigma Yellow Belt — Tools in Practice

    Yellow Belts can lead small improvement projects. This course teaches you to use fishbone diagrams, Pareto charts, control charts, and basic statistics to drive measurable improvements — with Python f

    Level: beginner | Duration: 3 hours

  • Six Sigma Green Belt (DMAIC Framework)

    Green Belts lead full DMAIC projects with statistical rigour. This course covers hypothesis testing, regression analysis, process capability, and Design of Experiments — all applied to realistic busin

    Level: intermediate | Duration: 5 hours

  • Six Sigma Black Belt — Leading Transformation

    Black Belts drive enterprise-level transformation. This course covers advanced DOE, multivariate analysis, robust design, reliability analysis, and the change management skills to sustain gains across

    Level: advanced | Duration: 6 hours

Agile, Scrum & Project Management Track — 4 Courses

  • Modern Project Management (Value-Risk-Adapt)

    Traditional project management teaches you to plan perfectly. Modern project management teaches you to adapt intelligently. The Value-Risk-Adapt framework helps you prioritise what matters, manage wha

    Level: intermediate | Duration: 3 hours

  • Agile Thinking — The Mindset Before the Method

    Most teams do Agile but do not think Agile. This course focuses on the mindset shift — understanding why the Agile Manifesto was written, what each value means in practice, and how to apply Agile thin

    Level: beginner | Duration: 2 hours

  • Scrum in Practice — Sprints That Actually Work

    Scrum is the world's most used Agile framework — and the most misunderstood. This course teaches every Scrum event, role, and artifact through real sprint simulations. You will understand WHY each cer

    Level: beginner | Duration: 3 hours

  • Kanban — Flow, Visualise, Improve

    Kanban is the most practical framework for teams that cannot do fixed sprints. Learn to design a Kanban board that improves flow, set WIP limits that reduce multitasking, and use metrics like cycle ti

    Level: beginner | Duration: 3 hours

Mind, Brain & Human Performance Track — 4 Courses

  • NLP (Psychology) — Rewire Your Communication

    NLP (Neuro-Linguistic Programming — the psychology side) is a set of models for understanding how people process experience and communicate. Learn rapport-building, reframing, anchoring, and the Meta

    Level: beginner | Duration: 3 hours

  • Neuroplasticity — Train Your Brain to Learn Faster

    Your brain is not fixed. Neuroplasticity is the brain's ability to reorganise itself by forming new neural connections throughout life. This course translates cutting-edge neuroscience into practical

    Level: beginner | Duration: 3 hours

  • Neurogenesis & Cognitive Enhancement

    Neurogenesis — the growth of new neurons — was once thought impossible in adults. We now know it happens in the hippocampus throughout life. This course covers the science of how to promote neurogenes

    Level: beginner | Duration: 2 hours

  • Critical Thinking & Mental Models — Think Like a Strategist

    The most valuable skill in the AI era is knowing WHAT to think about. This course teaches the mental models used by the world's best decision-makers — from Elon Musk's first-principles thinking to Cha

    Level: intermediate | Duration: 3 hours

Cloud & DevOps Track — 6 Courses

  • Cloud Computing Fundamentals

    Understand why cloud computing exists, how it works, and how to think in cloud-native patterns. This course builds the mental model you need before touching any cloud provider.

    Level: beginner | Duration: 3 hours

  • AWS Cloud Practitioner (CLF-C02)

    Prepare for the AWS Certified Cloud Practitioner exam using a framework-first approach. Instead of memorising 200+ services, learn to reason about cloud decisions across the four exam domains.

    Level: beginner | Duration: 6 hours

  • AWS Solutions Architect Thinking

    Learn to think like an AWS Solutions Architect by applying the six pillars of the Well-Architected Framework to real-world design problems.

    Level: intermediate | Duration: 5 hours

  • DevOps Essentials

    Understand DevOps not as a toolset but as a philosophy: breaking down silos between development and operations to deliver software faster and more reliably.

    Level: intermediate | Duration: 4 hours

  • Infrastructure as Code with Terraform

    Learn to provision, manage, and version cloud infrastructure using Terraform's declarative approach. Move from manual console clicks to reproducible, auditable infrastructure.

    Level: intermediate | Duration: 5 hours

  • Cloud Security Fundamentals

    Learn to think about cloud security using the Shared Responsibility Model as your primary framework. Apply defence-in-depth principles across identity, network, data, and application layers.

    Level: intermediate | Duration: 4 hours