Foundation of AI: Internship for Tomorrow's Tech Leaders
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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
- Whats in it for you
- Course Overview
- Meet your Instructors and Mentors [Live Session]
- Welcome to DK AI Lab 3-month Internship
Week 1: Introduction to AI and Generative AI
Week 2: Core Machine Learning Concepts and Models
- Getting started with PyTorch
- Assignment 1
- Getting started with Regression models, Bias and Variance
- Live session with Tannistha: Introduction to Pytorch
- Live Session by Quamer: Building End-to-End ML Solutions
- Introduction to Deep learning
- Choosing your Hive project
- Data Collection and Cleaning Techniques EDA
- Introduction to Hive Project
Week 3-5: Introduction to Deep Learning
- CNN: Recording
- CNNs and their application in different image recognition tasks
- Building your first deep learning model
- Understanding neural networks and deep learning
- CNN models in computer vision
Week 11: Language Models and Natural Language Processing (NLP)
- Live session with Narendra : Create a modern LLM
- Tokenization
- Recurrent Neural Networks
- Introduction to language models and NLP
Week 6: Practical training on real world deep-learning projects
- Optimizers
- Mid-Project Checkpoint with Expert Feedback
- Workshop: Writing and Presenting Code in a Jupyter Notebook
- Live session with Tannistha : Model training and Hive Projects
- Live session by Tarry Singh - Essentials of building an AI model and Transfer Learning
Week 7 & 8: Group activity and Hive project
- Machine Learning Model Operationalization Management (MLOps)
- Advanced Generative AI
- Presentation and Discussion of Group Findings
- Live session with Tannistha: HIVE Projects
- Hands-on advanced Data Pre-Processing Exercise
- Writing a Comprehensive Blog on AI Project
Week 9 & 10: Hive Project
- Choosing your Hive Project
- Assignment 1: Hive Statement of Work
- Deploying_web_apps_to_web _servers
Week 12: Apply for completion
- Closing ceremony with LiveAI team
- Final Presentation
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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