Skill Map

Track your skills, find your gaps, get a learning path.

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🧠 AI & Machine Learning 0%
🧠 Large Language Models 0%
LLM Foundations B
0%
Prompt Craft B
0%
LLM Engineering I
0%
Fine-tuning LLMs A
0%
Multimodal LLMs A
0%
✍️ Prompt Engineering 0%
Prompting Basics B
0%
Advanced Prompting I
0%
Prompt Systems Engineering I
0%
🤖 AI Agents & Automation 0%
Agent Foundations B
0%
Tool Use & Function Calling I
0%
Multi-Agent Systems A
0%
Autonomous Workflows A
0%
📐 ML Fundamentals 0%
ML Maths Basics B
0%
Supervised Learning B
0%
Unsupervised Learning I
0%
ML Pipelines I
0%
🧬 Deep Learning 0%
Neural Network Basics B
0%
CNN Architectures I
0%
Sequence Models I
0%
Generative Models A
0%
Training at Scale A
0%
🎮 Reinforcement Learning 0%
RL Foundations B
0%
Policy Gradient Methods I
0%
RLHF & Alignment A
0%
👁️ Computer Vision 0%
CV Basics B
0%
Modern CV Models I
0%
Generative CV A
0%
🛡️ AI Safety & Ethics 0%
AI Alignment Basics B
0%
AI Ethics & Policy B
0%
AI Safety Engineering I
0%
📄 Research Papers Explained 0%
Reading ML Papers B
0%
Paper Reproduction I
0%
Research Methods A
0%
🔍 RAG & Vector Search 0%
RAG Basics B
0%
Vector Stores I
0%
RAG Evaluation I
0%
Advanced RAG A
0%
💻 Software Engineering 0%
⚡ Algorithms & Data Structures 0%
Algorithm Basics B
0%
Sorting & Searching B
0%
Graph Algorithms I
0%
Dynamic Programming I
0%
Advanced Algorithms A
0%
🔧 Backend Engineering 0%
API Design B
0%
Auth & Authorisation I
0%
Database Integration I
0%
Backend Performance A
0%
Microservices Patterns A
0%
🌐 Frontend Engineering 0%
HTML & CSS B
0%
JavaScript Fundamentals B
0%
React I
0%
Frontend Performance I
0%
Modern Frontend Stack A
0%
💻 AI-Assisted Coding 0%
AI Pair Programming B
0%
AI-Assisted Code Review I
0%
Agentic Coding A
0%
🏗️ Systems Design & Architecture 0%
Systems Design Basics B
0%
Distributed Systems I
0%
AI Systems Design A
0%
📊 Data & Analytics 0%
🔢 Mathematical Foundations 0%
Maths for ML B
0%
Probability & Statistics B
0%
Optimisation I
0%
Information Theory I
0%
📊 Data Analytics & Business Intelligence 0%
Data Literacy B
0%
SQL Analytics I
0%
BI Tools I
0%
ML for Analytics A
0%
Python for Data I
0%
Data Storytelling I
0%
Excel & Spreadsheets B
0%
🔄 Data Engineering 0%
ETL Basics B
0%
Workflow Orchestration I
0%
Streaming Data I
0%
Data Warehousing I
0%
Lakehouse Architecture A
0%
☁️ DevOps & Cloud 0%
☁️ DevOps & Cloud 0%
Linux & CLI B
0%
Docker & Containers B
0%
Cloud Fundamentals I
0%
Kubernetes I
0%
CI/CD Pipelines I
0%
Infrastructure as Code A
0%
🏭 MLOps & LLMOps 0%
Experiment Tracking B
0%
Model Deployment I
0%
Model Monitoring I
0%
Feature Stores A
0%
LLMOps A
0%
🔐 Cybersecurity 0%
Security Basics B
0%
AI Security I
0%
Defensive AI A
0%
Network Security I
0%
Ethical Hacking & Pen Testing I
0%
Cloud Security I
0%
Incident Response I
0%
Security Compliance I
0%
📣 Business & Marketing 0%
📣 Digital Marketing & Growth 0%
Marketing Basics B
0%
SEO & SEM I
0%
AI Marketing I
0%
Growth Analytics A
0%
Email Marketing I
0%
Social Media Marketing B
0%
Video Marketing I
0%
🖊️ Copywriting & Content Strategy 0%
Copywriting Basics B
0%
Persuasive Writing I
0%
AI Copywriting I
0%
📋 Product Management 0%
PM Basics B
0%
Product Strategy I
0%
Product Metrics I
0%
AI Product Management A
0%
📅 Project Management 0%
Project Management Foundations B
0%
Delivery Management I
0%
AI Tools for PMs B
0%
🚀 Entrepreneurship & Startups 0%
Startup Basics B
0%
Business Model Design I
0%
AI Startup Building I
0%
Fundraising A
0%
🎨 Design & Creativity 0%
🖌️ UI/UX Design 0%
UX Research B
0%
UI Design B
0%
Prototyping I
0%
AI Design Tools I
0%
🎨 Image & Video AI 0%
Image Generation Basics B
0%
Advanced Image Generation I
0%
AI Video Generation A
0%
🛠️ AI Tools & News 0%
🛠️ AI Tools & Apps 0%
AI Productivity Tools B
0%
AI Workflow Automation I
0%
Building Custom AI Tools A
0%
📰 AI News & Updates 0%
Staying Current in AI B
0%
AI Trend Analysis I
0%
🧒 Kids & Education 0%
🧒 Coding for Kids 0%
Visual / Block Coding B
0%
Text Coding for Kids B
0%
AI for Young Learners B
0%

🎯 Set a Goal

Build an AI Chatbot
Create a custom AI assistant backed by your own data using RAG.
Become a Prompt Engineer
Master prompt design and build systems that reliably extract value from any LLM.
Build a Production RAG App
Ship a retrieval-augmented generation system that answers questions over documents.
Fine-tune an LLM
Adapt an open-source model to a custom domain with LoRA or QLoRA.
Learn ML Fundamentals
Build a solid foundation in machine learning theory and practice.
Build Autonomous AI Agents
Create agents that use tools, plan actions, and complete multi-step tasks.
Use AI to 10× Your Marketing
Integrate AI tools into your marketing workflows for content, SEO, and campaigns.
Become an AI Product Manager
Ship AI-powered features — from PRDs to evals to go-to-market.
Start an AI Business
Validate, build, and launch an AI-powered product.
Become a Data Analyst
Turn raw data into insights with SQL, BI tools, and Python.
Get Started in AI Safety
Understand alignment, AI ethics, and how to build safer AI systems.
Build a Computer Vision App
Create an app that detects, classifies, or generates images with modern CV models.
Design with AI
Use AI tools to accelerate UX research, prototyping, and image creation.
Create AI-Powered Content
Use AI to write, design, and distribute content at scale without losing your voice.
Secure AI Systems
Identify and mitigate AI-specific security risks — from prompt injection to adversarial attacks.
Become a Backend Developer
Build production APIs, auth systems, and scalable backend services.
Become a Frontend Developer
Build fast, accessible, and modern web UIs with React and Next.js.
Become a Full-Stack Developer
Ship end-to-end web applications — frontend, backend, auth, and deployment.
Become a DevOps Engineer
Build CI/CD pipelines, containerise workloads, and manage cloud infrastructure.
Become a Cloud Architect
Design scalable, secure, and cost-optimised cloud infrastructure.
Become a Data Engineer
Build reliable ETL pipelines, data warehouses, and streaming architectures.
Become an MLOps Engineer
Operationalise ML models — deployment, monitoring, feature stores, and LLMOps.
Become a Cybersecurity Analyst
Detect and respond to threats, manage SIEM, and defend organisational assets.
Become a Penetration Tester
Conduct authorised security assessments — recon, exploitation, and reporting.
Become an ML Engineer
Build and deploy machine learning systems from raw data to production models.
Become a Software Engineer
Land a software engineering role — algorithms, data structures, and system design.
Master Deep Learning
Go from ML basics to building and training neural nets at scale.
📊
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