Explore the world of Artificial Intelligence (AI) with this comprehensive 12-week, 24-lesson curriculum. Designed for beginners, this course includes practical lessons, quizzes, and labs, and covers essential AI tools like TensorFlow and PyTorch. The curriculum also addresses AI ethics and less popular AI approaches, ensuring a well-rounded introduction to the field.

Course Features:
- Duration: 12 weeks
- Lessons: 24
- Format: Practical lessons, quizzes, and labs
- Tools Covered: TensorFlow, PyTorch
- Special Focus: Ethics in AI

What You Will Learn:
- Different approaches to AI, including symbolic AI (GOFAI).
- Neural Networks and Deep Learning concepts.
- Neural Architectures for images and text.
- Less popular AI approaches like Genetic Algorithms and Multi-Agent Systems.

Course Content:
1. Setup Your Development Environment
2. Introduction to AI
3. Symbolic AI
4. Introduction to Neural Networks
5. Computer Vision
6. Natural Language Processing
7. Other AI Techniques
8. AI Ethics:

Resources Provided:
- Pre-reading materials
- Executable Jupyter Notebooks for PyTorch and TensorFlow
- Labs for hands-on practice
- Links to related MS Learn modules

Press the Ask Flow button below to request for link and other resources:

Categories : Machine Learning

Press Ask Flow below to get a link to the resource

---

Talk to Mentors

---

Related

• 

  Digital Product School by UnternehmerTUM

  The Digital Product School (DPS) is Europe’s most successful training program for cross-functional teams focused on building digital produ..

  Computer Science . Machine Learning . Design . Personal Growth

• 

  Evidence-based digital policies to achieve universal and meaningful connectivity

  This advanced-level face-to-face training program, organized by the International Telecommunication Union (ITU) and funded by the European..

  Machine Learning . Others

• 

  AI for Asia Fellowship 2026

  The AI for Asia Fellowship, organized by Siklab, is a pioneering 12-week intensive program aimed at empowering the next generation of inno..

  Machine Learning . Entrepreneurship . Personal Growth

• 

  GitHub Educator Summit

  The GitHub Educator Summit is a three-day virtual event designed to empower the next generation of developers by equipping educators with ..

  Computer Science . Machine Learning . Personal Growth . Others

• 

  DCN Global’s Bali Pádel + AI Retreat

  The Bali Pádel + AI Retreat is a unique, seven-day immersive experience in Ubud, Bali, designed to “upgrade how you move, think, and work...

  Machine Learning . Personal Growth

• 

  The LEGO Foundation Fellowship (SSRC)

  Administered by the Social Science Research Council (SSRC), this global initiative supports early- and mid-career researchers dedicated to..

  Machine Learning . Others