All Classes

Explore Our Classes

Browse all 22 classes across 4 learning tracks designed to take you from AI beginner to expert

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AI Foundations for Professionals

12–14 weeks4 classesCertified AI-Powered Professional
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BeginnerCohort-based

Introduction to Artificial Intelligence for Everyone

Demystify AI and understand its real-world applications across industries. Learn the fundamentals of artificial intelligence, machine learning, and automation without technical jargon.

3 weeks
4 topics
What is AI, ML, and automationReal-world examples across industriesAI myths vs. realities+1 more
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BeginnerCohort-based

Everyday AI Tools & Prompt Engineering

Master the art of prompt engineering and learn to use popular AI tools effectively. Transform your daily workflows with ChatGPT, Copilot, Gemini, and more.

3 weeks
3 topics
ChatGPT, Copilot, Gemini, and Notion AI basicsCrafting effective prompts for different tasks (writing, analysis, brainstorming)Using AI for summaries, reports, email, and presentations
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BeginnerCohort-based

AI-Powered Productivity

Supercharge your productivity by integrating AI tools into your daily workflow. Learn to automate repetitive tasks and work smarter across communication, research, and design.

3 weeks
3 topics
AI tools for communication (GrammarlyGO), research (Elicit, Perplexity), and design (Tome, Gamma)Using AI in spreadsheets (Excel AI, Google Sheets)Combining tools for a smarter workflow
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BeginnerCohort-based

Responsible AI & Data Privacy

Understand the ethical implications of AI and learn to use these powerful tools responsibly. Explore data privacy, bias, fairness, and transparency in AI systems.

3 weeks
3 topics
How AI systems process dataUnderstanding bias, fairness, and transparencyGuidelines for safe and ethical AI tool usage in the workplace
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AI Strategy & Automation for Leaders

16–18 weeks5 classesCertified AI Business Strategist
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IntermediateCohort-based

Advanced Data Analysis & AI-Driven Decisions

Master advanced data analysis techniques and learn to make data-driven decisions using Excel, Power BI, and AI-powered analytics tools.

4 weeks
5 topics
Understanding structured vs. unstructured dataAdvanced Excel techniques for analysis (Power Query, PivotTables, AI features)Basics of data visualization (Excel Dashboards, Power BI, Looker Studio)+2 more
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IntermediateCohort-based

AI for Business Operations

Discover how AI transforms business operations across HR, Marketing, Finance, and Customer Service. Learn to identify and implement AI solutions for your department.

3 weeks
4 topics
AI in HR: Screening, evaluation, and engagementAI in Marketing: Customer segmentation, content personalizationAI in Finance: Forecasting, fraud detection+1 more
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IntermediateCohort-based

No-Code AI & Process Automation

Build powerful AI solutions and automate complex workflows without writing code. Master no-code platforms like Zapier, Make, and chatbot builders.

3 weeks
3 topics
Overview of no-code platforms (Zapier, Make, Chatbase, Lobe)Building intelligent chatbots without codeAutomating workflows between apps (e.g., email -> spreadsheet -> analysis)
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IntermediateCohort-based

Strategic AI Adoption & Change Management

Learn to lead AI transformation in your organization. Develop strategies for AI adoption, ROI analysis, and effective change management.

3 weeks
4 topics
Identifying high-impact AI opportunitiesAI ROI and cost-benefit analysisManaging team adoption and change+1 more
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IntermediateCohort-based

Ethics, Governance & the Future of Work

Develop a comprehensive framework for ethical AI governance. Understand regulatory compliance, bias detection, and the future of human-AI collaboration.

3 weeks
3 topics
Developing AI governance and responsible use policiesBias detection and regulatory compliance (e.g., GDPR)The future of human-AI collaboration
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👨‍🎓

AI Developer Launchpad

5–6 months6 classesCertified AI Developer
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BeginnerCohort-based

Python Programming for AI

Build a strong Python foundation for AI and machine learning. Master essential programming concepts and libraries including NumPy, Pandas, and Matplotlib.

4 weeks
2 topics
Variables, loops, data structures, functionsEssential libraries: NumPy, Pandas, and Matplotlib
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BeginnerCohort-based

Mathematics & Statistics for AI

Master the mathematical foundations essential for AI and machine learning. Learn linear algebra, probability, statistics, and optimization techniques.

4 weeks
2 topics
Core concepts: Linear algebra, probability, and statisticsOptimization basics: Gradient descent and cost functions
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IntermediateCohort-based

Data Analysis & Visualization

Learn to clean, analyze, and visualize data effectively. Master exploratory data analysis and data storytelling techniques with industry-standard tools.

3 weeks
2 topics
Data cleaning, feature engineering, and Exploratory Data Analysis (EDA)Data storytelling with Seaborn and Plotly
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IntermediateCohort-based

Machine Learning Foundations

Dive into machine learning fundamentals. Learn supervised and unsupervised learning techniques, and build predictive models with Scikit-learn.

5 weeks
3 topics
Supervised (Regression, Classification) and Unsupervised (Clustering) learningModel training, testing, and evaluation metricsImplementing models with Scikit-learn
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IntermediateCohort-based

Introduction to Deep Learning

Explore neural networks and deep learning fundamentals. Build image classifiers and text analyzers using PyTorch or TensorFlow.

5 weeks
3 topics
Neural network architecture and intuitionBasics of CNNs (for images) and RNNs (for text)Implementation with PyTorch or TensorFlow
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BeginnerCohort-based

Building Your AI Career

Launch your AI career with a professional portfolio and interview skills. Learn to showcase your projects, craft compelling resumes, and ace technical interviews.

3 weeks
3 topics
Using Git & GitHub to build a portfolioCrafting an AI-focused resume and LinkedIn profileTechnical interview preparation and mock interviews
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👨‍💻

Advanced AI Engineering

6–7 months7 classesCertified Advanced AI Engineer
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AdvancedCohort-based

Advanced Python for AI Engineering

Master advanced Python techniques for building production-grade AI systems. Learn OOP, performance optimization, and API development with FastAPI.

4 weeks
4 topics
Advanced OOP for building scalable ML systemsMastery of NumPy, Pandas, and Scikit-learnPerformance optimization and working with large datasets+1 more
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AdvancedCohort-based

Advanced Machine Learning

Master advanced ML techniques including ensemble methods, feature engineering, and model explainability. Compete at Kaggle-level challenges.

5 weeks
3 topics
Advanced feature engineering and selectionEnsemble models (Random Forests, XGBoost, LightGBM)Model explainability (SHAP, LIME) and bias mitigation
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AdvancedCohort-based

Deep Learning Masterclass

Deep dive into advanced neural network architectures. Master CNNs, LSTMs, Transformers, and modern optimization techniques.

5 weeks
3 topics
In-depth CNNs, LSTMs, GRUs, and Attention modelsTransfer learning, dropout, and advanced optimization techniquesModern architectures (e.g., Transformers)
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AdvancedCohort-based

Generative AI & LLMs

Master Large Language Models and Generative AI. Learn to fine-tune models, build RAG pipelines, and work with vector databases.

5 weeks
4 topics
Transformer architecture deep-diveFine-tuning models (GPT, LLaMA, Gemini)Retrieval-Augmented Generation (RAG) pipelines+1 more
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AdvancedCohort-based

MLOps and AI Deployment

Learn to deploy and maintain AI systems in production. Master Docker, Kubernetes, CI/CD, and cloud deployment platforms.

4 weeks
4 topics
Building APIs for models (FastAPI, Flask)Containerization with Docker & KubernetesCI/CD pipelines for ML systems (GitHub Actions, Jenkins)+1 more
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AdvancedCohort-based

Specialization Elective

Specialize in a domain-specific AI application. Choose from Healthcare, Finance, Retail, or Supply Chain AI.

4 weeks
2 topics
Topics: Healthcare AI, Finance AI, Retail AI, or Supply Chain AIStudy domain-specific models, data, and regulations
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AdvancedCohort-based

Capstone: End-to-End AI Product

Build and deploy a complete AI product from scratch. Showcase your skills with a full-stack AI system ready for production.

6 weeks
2 topics
Ideate and build a full-stack AI system: data pipeline → model → API → simple frontendWrite documentation, tests, and present your final product
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