1. Deep Learning Bootcamp KICK-OFF
This will be an official KICK-OFF session where we will welcome all the learners to the bootcamp and explain how they can benefit from various resources we have. At the same time we shall address all the frequently asked questions that all the learners might have.
- YouTube Live Link
- Scheduled for Aug 19, 2020 (20:30 IST / 17:00 CET / 15:00 UTC)
2. Session on Introduction to Neural Networks & its working
Dikscha Sapra (a passionate Data Scientist, Teacher by Heart & Software Engineer at HCL) will be taking the first session on 21st August.
The session will cover an introduction to the Simplest Neural Network, Neurons/Perceptron and working of a Neural Network. The speaker will explain the intuition behind each of these topics.
We encourage you to ask all your doubts. We’ll be responding to each & every query
- YouTube Live Link
- Scheduled for Aug 21, 2020 (20:00 IST / 16:30 CET / 14:30 UTC)
3. Session on Neural Networks for Regression Problems & Hyperparameter tuning
Pranjal Aswani (a passionate Open-Source contributor & Data Engineer, Halodoc ID - Indonesia) will be taking the session.
In the session, the speaker explains Introduction to Neural Networks for Regression Problems & Hyperparameter tuning. The session is a hands-on session where examples & illustrations on a dataset are demonstrated.
We encourage you to ask all your doubts. We’ll be responding to each & every query
- YouTube Live Link
- Scheduled for Aug 23, 2020 (20:30 IST / 17:00 CET / 15:00 UTC)
4. Session on Neural Networks for Classification Problems
In this session, the speaker will teach cover basic aspects of Neural Networks for Classification Problems which includes MLP for classification, loss functions, optimizers, activation functions.
The session speaker is Sai Gayatri Vadali, a passionate Data Scientist & Data Science & Machine Learning instructor. She specializes in Deep Learning and worked on things at scale.
You’re encouraged to ask a lot of questions in case of any doubts. We will be replying to all the queries.
- YouTube Live Link
- Scheduled for Aug 26, 2020 (20:30 IST / 17:00 CET / 15:00 UTC)
5. Session on optimising the training of a Neural Network
In the session, the speaker talks Optimising the training of a Neural Network and also he will cover aspects of the model deployment. The session is a hands-on session where examples & illustrations on the real dataset are demonstrated.
The session speaker is Joinal Ahmed, a passionate Data Scientist specializing in Computer Vision, A Pythonist, and a Foss Enthusiast. He is currently working as a Data Scientist at Halodoc ID (Indonesia).
We encourage you to ask all your doubts. We’ll be responding to each & every query
- YouTube Live Link
- Scheduled for Aug 29, 2020 (20:30 IST / 17:00 CET / 15:00 UTC)
6. Dive Deep into Vanilla Neural Networks
In this session, the speaker will dive deep into vanilla neural networks and cover aspects related to activation functions, tensorboard, and optimising the learning of a neural network.
The session speaker is Raviraj Dasari, a passionate Data Science Geek & Software Engineer at Skellam AI
You’re encouraged to ask a lot of questions in case of any doubts. We will be replying to all the queries.
- YouTube Live Link
- Scheduled for Aug 30, 2020 (20:30 IST / 17:00 CET / 15:00 UTC)
7. Session on Convolutional Neural Networks (CNN)
In the session, the speaker talks about the aspects of Convolutional Neural Networks (CNN).
The session speaker is Dipanjan Sarkar, a Data Science Lead at Applied Materials & Google Developer Expert in Machine Learning. He is a popular name in the Data Science community. He is an Author, Consultant and Mentor and leading ML\DL\CV\NLP efforts across multiple verticals.
We encourage you to ask all your doubts. We’ll be responding to each & every query
- YouTube Live Link
- Scheduled for Sep 1, 2020 (20:00 IST / 16:30 CET / 14:30 UTC)