Generative AI Essentials: Mastering the Future of AI
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Course Curriculum
The curriculum is spread across 5 weeks with 2 weeks dedicated to our HIVE Projects that focus on applying the knowledge and skills gained to real-world projects
Program Overview
- AI learning path
- Whats in it for you
- Course Overview
- Meet your Instructors and Mentors [Live Session]
- Welcome to Generative AI Essentials
Week 1: Gen AI Foundations
- Deep dive into Optimizers
- Introduction to Docker
- Introduction to PyTorch Lightning
- LiveAI by Tarry - Welcome to the world of Generative AI
- Gen AI Mathematics Foundation
- Introduction to PyTorch
Week 2: Neural Sequential Prediction
- Architectural Variants
- Encoders & Decoders
- Transformers
- RNNs
- Tokenization
Week 3: Modern Language Modeling
- Mixture of Experts
- Performance Gauges
- Distributed Training
- Hyperparameter Tuning
- Positional Encoding
Week 4: Finetuning
- Distillation & Merging
- Context Scaling
- Direct Preference Optimization
- Reward Models & RLHF
- Low Rank Adaptors
- Ghost Attention
- Chat
- Instruct
Week 5: Hive Project
- Choosing your Hive project
- Introduction to Hive Projects
- Tool Use and Agents
- Retrieval Augmentation
- Prompting Techniques
- Sampling and Structured Output
Week 6: Beyond Text
- Closing ceremony with LiveAI team
- Apply for completion
- Universal Transformers
- Diffusion models
The LiveAI Experience
Our Hive Capstone projects are an integral part of all our training programs and have been carefully designed by our industry domain experts.
Learn Industry Relevant Skills from Industry’s Best
We work and partner with renowned professionals and researchers in the field of AI/ML to deliver state of the art experience.
Work on Real World Projects that provide you with Real World Experience
Our HIVE Projects are real world projects that provide you with an opportunity to apply what you have learnt therefore giving you the confidence in your skills
Get Support from our dedicated team
Feeling stuck or not confident? Don’t worry, we have a dedicated team to guide you at every step to ensure your doubts are clarified, so that you are able to successfully complete the program
Network with Peers and LiveAI team
Share ideas, discuss your perspective, and network with professionals therefore improving your career prospects.
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Proceed to start your journey in AI industry, click on Add to Cart and you would have already taken your first big step into the world of AI.
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