Welcome to Machine Learning Study Bootcamp brought to you by Google DSC Quantum University !
This intensive program is designed to provide you with a comprehensive foundation in the principles and techniques of machine learning.
Over the course a week, our team will guide you through a series of lectures, discussions, and practical exercises, covering a wide range of topics including supervised learning, unsupervised learning, deep learning, natural language processing, reinforcement learning, computer vision, etc.
Whether you are a beginner or an experienced data scientist, this Bootcamp will help you take your skills to the next level. You will learn how to build and train machine learning models using popular libraries such as TensorFlow and Scikit-Learn, work with real-world datasets, and gain the insight needed to be a ML Practitioner.
At the end of the Bootcamp, you will receive a certificate of completion and have the skills and knowledge needed to apply machine learning techniques to real-world problems, with exciting prizes !
Agenda for Day 5 was :
Unsupervised Learning & Reinforcement learning
- Introduction to unsupervised learning
- Clustering algorithms (e.g., K-means, hierarchical clustering)
- Introduction to Reinforcement learning
Coding Session:
- Implementing a UL algorithm & Hands-on experience with real datasets
Agenda for Day 6 ? 🤔
Deep Learning
- Introduction to deep learning
Artificial Neural Networks (ANNs)
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Used cases: Computer Vision, NLP
Project Development
- Hints to project
- Some demonstration of DL models
- Project development and presentation guidelines
Date : 13th May, 2023
Time : 2:30 PM - 4:15 PM
Venue : TBA
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