What You'll Learn
- Understand Python programming fundamentals for AI applications.
- Apply math foundations: linear algebra, calculus, probability, statistics.
- Work with data using Pandas, NumPy, and visualization libraries.
- Build and evaluate core machine learning models for prediction and analysis.
- Apply deep learning with TensorFlow and PyTorch to vision and text tasks.
- Create generative AI models with GANs, VAEs, and diffusion techniques.
- Develop NLP solutions including embeddings, transformers, and chatbots.
- Implement reinforcement learning agents with Q-learning and PPO.
- Deploy models using Flask, FastAPI, Docker, and cloud platforms.
- Complete an end-to-end AI capstone project for portfolio and career growth.
Requirements
- No prior AI or programming experience required – this course is designed for complete beginners.
- A curious mindset and willingness to learn step by step.
- Basic computer literacy (installing software, navigating files).
- Access to a computer (Windows, Mac, or Linux) with at least 8GB RAM.
- Stable internet connection to download datasets and tools.
- Python will be taught from scratch, but prior exposure is helpful (not required).
- All software and libraries used are free and open-source.
- Optional: Access to Google Colab or Jupyter Notebook for hands-on coding.
Who This Course is For
- Students & Graduates who want to break into AI, ML, and Data Science careers with a structured 12-month roadmap.
- Career Changers & Professionals from IT, business, finance, or other fields seeking to transition into the AI/ML industry.
- Software Developers & Engineers who want to expand beyond coding into machine learning, deep learning, and AI engineering.
- Entrepreneurs & Innovators who want to leverage AI agents, generative AI, and automation to power new products and startups.
- Researchers & Academics looking for a comprehensive and applied program that bridges theory with real-world projects.
- Lifelong Learners who are curious about artificial intelligence, reinforcement learning, NLP, and MLOps but need a step-by-step path.
Your Instructor
School of AI
AI Academy
4.4 Instructor Rating
8,562 Reviews
328,933 Students
86 Courses
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