🌙 Dark / ☀️ Light

📚 Every course: Basic (3 mo) · Intermediate (4-6 mo) · Advanced (8-9 mo) · Adv Diploma (12+ mo). Blended labs, industry projects, internships.

🤖 AI (Generative, Agentic, LLMs)

Basic · 3 months 📅 3 months | Prereq: High school math

Python, NumPy, Pandas

📖 What you'll learn:

• Python for AI, intro to ML, NLP basics
• Search algorithms, probability
• Tokenization, sentiment analysis

🚧 Projects:

• AI FAQ chatbot
• SMS spam detector

🧪 50% lab · mentored coding · peer review

🎯 Junior AI Developer · AI intern

Intermediate · 6 months 📅 6 months | Prereq: Basic AI

Deep learning, CNNs, RNNs, Transformers

• Neural nets, backprop, attention
• LLM science: pre-training, fine-tuning, RLHF
• Prompt engineering (few-shot, CoT)

• Text summarization tool
• Fine‑tune small LLM for legal/medical

🧪 Fine‑tuning workshops · cloud GPUs

🎯 ML Engineer · LLM specialist

Advanced · 9 months 📅 9 months | Prereq: Intermediate AI

RAG, LangChain, Agents, Quantization

• Advanced RAG, vector DBs (Pinecone, Chroma)
• Agentic AI (LangGraph, AutoGen), tool use
• LLM evaluation, benchmarks, distillation

• Multi‑agent customer support system
• Research paper implementation

🎯 Senior AI Engineer · Agent Architect

Adv Diploma · 12+ months 📅 12+ months | Thesis track

Multimodal · AI for Science · MLOps

• Multimodal (Stable Diffusion, Whisper)
• AI for drug discovery, distributed training
• Full MLOps for LLMs (vLLM, TensorRT)

• Year‑long research thesis / industry product

🎯 Principal Scientist · AI Researcher

📊 Machine Learning

Basic 3m3 months

Math + Python

• Linear/logistic regression, decision trees, KNN
• Data preprocessing, evaluation

• House price prediction
• Customer segmentation

🎯 Junior ML Analyst

Intermediate 6m6 months

Basic ML

• SVM, Random Forest, XGBoost
• PCA, feature engineering, anomaly detection

• Credit card fraud detection
• Recommender system

🎯 ML Engineer

Advanced 9m9 months

Deep learning, GANs, RL

• GANs, GNNs, Bayesian ML, Reinforcement learning
• MLOps (MLflow, DVC, deployment)

• Deep RL game agent
• Demand forecasting pipeline

🎯 Senior ML / AI Specialist

Adv Diploma 12m+12+ months

Advanced ML

• Specialisation: CV / NLP / MLOps
• Full‑cycle product deployment

• Industry capstone on cloud

🎯 Lead ML Engineer

📈 Data Science

Basic 3m3 months

Basic programming

• EDA, Pandas, Matplotlib, SQL
• Data lifecycle

• EDA on IPL / elections data

🎯 Junior Data Scientist

Intermediate 6m6 months

SQL + Python

• Hypothesis testing, A/B testing
• Big Data (Spark intro), Tableau/Power BI

• A/B test analysis · interactive dashboard

🎯 Data Scientist

Advanced 9m9 months

Intermediate DS

• Spark streaming, Kafka, causal inference
• AI ethics, SHAP, LIME

• Real‑time IoT pipeline · fairness audit

🎯 Senior Data Scientist

Adv Diploma 12m+12+ months

Advanced DS

• Data Engineering / FinTech / Health Informatics
• Full‑cycle product

• Industry capstone

🎯 Chief Data Officer track

📋 Data Analyst

Basic 3m3 months

Basic computer skills

• Excel (Pivot, VLOOKUP), SQL, Tableau intro

• Sales dashboard in Excel

🎯 Junior Analyst

Intermediate 4m4 months

SQL + Excel

• Python (Pandas), advanced visualisations, DAX, Google Analytics

• Marketing channel dashboard

🎯 Data Analyst

Advanced 8m8 months

Intermediate DA

• Spark, storytelling, product analytics, intro to ML

• Product analytics suite

🎯 Senior Analyst / Analyst Manager

🎯 AI Prompting

Basic 3m3 months

None

• Intro to LLMs, prompt patterns, iterative refinement

• Marketing copy, email drafts

🎯 AI content specialist

Intermediate 4m4 months

Basic prompting

• Chain‑of‑thought, code generation, creative writing
• hallucination management

• No‑code app via prompts · short story

🎯 Prompt engineer

Advanced 6m6 months

Intermediate prompting

• Prompt for RAG, adversarial security, automated optimisation

• Secure production‑grade prompt chain

🎯 LLM security specialist

💼 AI for Specific Professions

Basic 3m3 months

Domain knowledge

• AI for Marketing, Finance, HR, Operations
• Practical use‑cases

• AI‑powered financial newsletter generator

🎯 Domain‑specialist + AI

📱 App Development

Basic 3m3 months

Logical thinking

• Kotlin/Java (Android) or Swift (iOS), basic UI, local storage

• To‑Do list app

🎯 Junior mobile dev

Intermediate 6m6 months

Basic app dev

• Networking (REST), third‑party libs, Room/CoreData, app store publishing

• Weather app, news feed app

🎯 Mobile developer

Advanced 9m9 months

Intermediate

• MVVM, performance, security, cross‑platform (Flutter/RN)

• E‑commerce app with auth & cart

🎯 Senior mobile dev

Adv Diploma 12m+12+ months

Advanced

• Native mastery / AR/VR / cross‑platform advanced

• Publish high‑quality app

🎯 Lead mobile architect

🎮 Game Development

Basic 3m3 months

Creativity

• Unity/Unreal intro, C#/blueprints, 2D mechanics

• 2D platformer / puzzle

🎯 Junior game dev

Intermediate 6m6 months

Basic game dev

• 3D dev, animation, UI/UX in games, audio

• 3D endless runner

🎯 Game developer

Advanced 9m9 months

Intermediate

• Multiplayer, AI for NPCs, shaders, optimisation

• Multiplayer prototype

🎯 Senior game dev

Adv Diploma 12m+12+ months

Advanced

• High‑fidelity graphics / serious games / design

• Polished game for Steam

🎯 Indie / Lead designer

🖌️ UI/UX Design

Basic 3m3 months

None

• Design thinking, user research, wireframes, visual principles

• Mobile app wireframes

🎯 Junior UI/UX intern

Intermediate 4m4 months

Basic UI/UX

• Figma mastery, prototyping, usability testing, design systems

• Interactive multi‑platform prototype

🎯 UI/UX designer

Advanced 6m6 months

Intermediate

• Micro‑interactions, accessibility (WCAG), UX strategy

• FinTech dashboard case study

🎯 Senior product designer

🖨️ 3D Modeling & Printing

Basic 3m3 months

None

• Blender/TinkerCAD, design for printing, slicers

• Print keychain/whistle

🎯 3D printing technician

Intermediate 4m4 months

Basic 3D

• Advanced modeling, sculpting, CAD (Fusion 360)

• Functional gearbox / phone stand

🎯 3D modeler

Advanced 6m6 months

Intermediate

• ZBrush sculpting, photogrammetry, industrial printing

• High‑detail character / precision part

🎯 Digital sculptor / CAD engineer

⚙️ Robotics Technician

Basic 3m3 months

10th pass

• Electronics, Arduino, sensors, actuators

• Line‑follower / obstacle avoider

🎯 Robotics technician

Intermediate 6m6 months

Basic robotics

• Embedded C/Python, sensor fusion, PID, ROS intro

• Robotic arm pick & place

🎯 Robotics programmer

Advanced 9m9 months

Intermediate

• ROS2, computer vision (OpenCV), kinematics, SLAM

• Mapping & navigation robot

🎯 Robotics engineer

Adv Diploma 12m+12+ months

Advanced

• Industrial / service / autonomous vehicles

• Full robot for competition/industry

🎯 Senior robotics specialist

🏭 Automation Engineer

Basic 3m3 months

Engineering degree

• PLC (ladder), SCADA, HMI, industrial networking

• Simulated conveyor control

🎯 Junior automation eng

Intermediate 6m6 months

Basic automation

• Structured text, robot integration, DCS, PID tuning

• Robot + conveyor sorting cell

🎯 Automation engineer

Advanced 9m9 months

Intermediate

• Industry 4.0, IIoT, digital twin, MES, machine vision

• Smart factory cell with IIoT

🎯 Industry 4.0 specialist

🔧 Automation Technician

Basic 3m3 months

ITI/Diploma

• Electrical, pneumatic, sensors wiring, PLC intro

• Wire control panel, fault finding

🎯 Automation tech

Intermediate 4m4 months

Basic automation tech

• PLC troubleshooting, VFD, motor control, preventive maintenance

• Simulated PLC fault repair

🎯 Senior automation tech

🛡️ Cybersecurity (Pentest/Defense)

Basic 3m3 months

Basic networking

• OSI/TCP‑IP, Windows/Linux, basic crypto, IT Act

• Secure home network setup

🎯 Security admin

Intermediate 6m6 months

Basic security

• Pentest methodologies, Nessus, OWASP, incident response

• Hack DVWA vulnerable VM

🎯 Penetration tester

Advanced 9m9 months

Intermediate

• Buffer overflows, firewalls/IDS, cloud security, malware analysis

• Custom exploit, secure cloud arch

🎯 Security consultant

Adv Diploma 12m+12+ months

Advanced

• Red team / blue team / security architecture

• Full security audit & hardening

🎯 CISO / Lead architect

🥷 Ethical Hacking

Basic 3m3 months

Basic networking

• Ethics, recon, scanning, password cracking

• CTF challenge

🎯 Jr. ethical hacker

Intermediate 4m4 months

Basic EH

• Web app hacking (SQLi, XSS), MITM, wireless, social eng

• Hack vulnerable web app

🎯 Ethical hacker

Advanced 6m6 months

Intermediate

• Mobile/cloud hacking, evade IDS, report writing

• Full‑scope pen‑test

🎯 Senior pentester

⚡ Crash Courses (2‑3 months)

Blogging & Digital Marketing2‑3 mo

• Niche, SEO, social media, GA, monetisation

• Launch blog, drive traffic

🎯 Digital marketer / blogger

Web Designing (HTML/CSS/JS)2‑3 mo

• HTML5, CSS3, Flex/Grid, Bootstrap, JS (ES6), React intro

• Responsive portfolio site

🎯 Frontend beginner

Web Designing (WordPress)2‑3 mo

• Domain/hosting, themes, Elementor, WooCommerce, security

• E‑commerce WP site

🎯 WordPress developer