SigmaML: Deep Learning, Computer Vision and NLP
SigmaML is our 12-week program on Deep Learning, Computer Vision, and Natural Language Processing with our usual experiential format spin on it!
Live & Recorded Videos
Session Notes & Resources
Industry & Academic Interactions
Mentorship & Query Resolution
Abbhinav Venkat
Founder and CEO, 123 of AI
₹ 39,999.00 INR
₹ 400,000.00 INR
Experiential Hand-on Learning
LIVE Doubt Solving
Community Networking
Lifetime Access & Support
Cohort Based Gamification
About the Course
Are you ready to take your Machine Learning Knowledge to the next level?
Do you want to upskill on the latest from Computer Vision, NLP, and Deep Learning?
Join our highly gamified 12 week experiential learning program!
What are you going to learn?
- Tools and Libraries for Deep Learning - Tensorflow/Pytorch
- Fundamentals of Deep Learning - Back Prop
- Deep Learning Models: MLP, CNN, RNN/LSTM, Auto-encoders GANs, Transformers
- Intro to Computer Vision & Natural Language Processing
- Practical Issues & How to Address - Regularisations, Vanishing Gradient, Batch Norm, etc.
- Industy-grade Project!
Avail Special Bonuses Worth Rs. 1,50,000/- when signing up:
- Reading Room: Research Paper Discussions - How to read papers, perform literature survey, and discussions on top papers in the field
- ML System Design: How to you design and deploy a real world ML system?
- Laboratory: Playing with existing state of the art code
- LLMs and Langchain: What's cooking in the LLM space?
- LinkedIn Branding & Optimization: How do you build your ML brand?
- Guest Talks from Industry and Academic Experts !
Course Content
- Tensorflow
- Refresher on ML Fundamentals
- Perceptron, MLP, Back-propogation
- Practical Considerations - Batch Norm, Vanishing Gradient, Gradient Clipping
- Convolutional Neural Networks
- Optimization Algos: Adam, RMSProp, Nesterov
- Practical Considerations - Regularisation, Dropout, Glorot Initialisation
- Special Techniques - Transfer Learning, Siamese Architecture, Fine-tuning
- Loss Functions
- Auto-encoders
- Generative Models: GANs, Attention, Diffusion Models
- Intro to Computer Vision
- Into to NLP & Transformers
- IT'S PROJECT TIME!
Reviews
₹ 39,999.00 INR
₹ 400,000.00 INR
Experiential Hand-on Learning
LIVE Doubt Solving
Community Networking
Lifetime Access & Support
Cohort Based Gamification
Introductory Boot Camp: 3 Hours!
Get a taste of ML and go from ZERO-TO-HERO using India's ONLY example-driven experiential workshop, with market insights and a roadmap to pivot to ML roles!
₹ 499.00 INR
AlphaML: Classical Machine Learning
Learn the foundations of Machine Learning in this experiential 2-month-long workshop! This is a highly gamified and hands-on program, with assignments, hackathons, and guided projects!
₹ 29,999.00 INR