💡 Week 3: Intro to Deep Learning Welcome to Week 3 of ML Study Jam, where we continue building your machine learning expertise! 🚀 This week, we’ll explore the fundamentals of Deep Learning, focusing on neural networks and how to use TensorFlow and Keras to build and train them.
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📅 Date: 23 February
⏰ Time: 4PM
🌐 Location: Virtual
✔️ An introduction to Deep Learning and its importance in modern AI
✔️ A roadmap for completing Kaggle’s Intro to Deep Learning course
✔️ Guidance on using TensorFlow and Keras to build neural networks
After the session, participants will proceed with self-paced study to dive deeper into these concepts and complete the course exercises independently.
1️⃣ Completion of Week 2’s Intermediate Machine Learning course 📚
2️⃣ A Kaggle account ✅
3️⃣ Access to a browser (Google Chrome preferred) 🌐
4️⃣ Excitement to dive into the world of neural networks and TensorFlow! 🎉
This session and self-paced study will equip you with the foundational skills needed to build and train your own neural networks effectively.
This program unfolds across multiple weeks, offering foundational insights and advanced explorations into machine learning and generative AI.
ML Study Jam Weekly Plan:
1️⃣ Week 1: Intro to Machine Learning
2️⃣ Week 2: Intermediate Machine Learning
3️⃣ Week 3: Intro to Deep Learning
4️⃣ Week 4: Intro to AI Ethics
5️⃣ Week 5: Foundational Models & Prompt Engineering
6️⃣ Week 6: Embeddings and Vector Stores/Databases
7️⃣ Week 7: Generative AI Agents
8️⃣ Week 8: Domain-Specific LLMs
9️⃣ Week 9: MLOps for Generative AI
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