The commencement of our latest NGSE Virtual Internship Programme in AI, Data, and Cloud, hosted by R C Yarmouth RID 7780 USA and organized by DataTech Labs, USA, marks an exciting step forward in international collaboration and skill development. Rtn Dr. Amit Andre played a pivotal role in taking the initiative, providing mentorship, and offering assistance for the program. Week 1: Introduction and Foundations (10 Hours) Day 1: Introduction to Data Science and AI (2 Hours) Overview of Data Science and AI Importance and impact in various industries Key concepts and terminologies Basic Tools and Technologies Introduction to Python/R for data science Basic data handling and processing Day 2: Machine Learning Basics (2 Hours) Understanding Machine Learning Types of ML: supervised, unsupervised, and reinforcement learning Introduction to key algorithms Hands-On Session: Basic ML Model Implementation Using a simple dataset to create a basic model Day 3: Introduction to AI and Neural Networks (2 Hours) Fundamentals of AI Deep learning and neural networks Key frameworks (TensorFlow, PyTorch) Practical Exercise: Building a Simple Neural Network Day 4: Prompt Engineering Basics (2 Hours) Introduction to Prompt Engineering What is prompt engineering? Its significance in AI and language models Interactive Session: Basic Prompt Design and Testing Day 5: Project Introduction (2 Hours) Introducing Course Projects Overview of project objectives and requirements Formation of project groups Week 2: Advanced Topics and Practical Application (10 Hours) Day 6: Advanced Machine Learning (2 Hours) Advanced ML Algorithms Deep dive into a selected algorithm (e.g., Random Forest, SVM) Case studies Workshop: Implementing Advanced Algorithms Day 7: Deep Learning and Computer Vision (2 Hours) Deep Learning Techniques Convolutional Neural Networks (CNNs) Recurrent Neural Networks (RNNs) Hands-On: Basic Computer Vision Project Day 8: Natural Language Processing (NLP) (2 Hours) Introduction to NLP Text processing and analysis Sentiment analysis, chatbots Practical Exercise: Building a Simple NLP Application Day 9: Advanced Prompt Engineering (2 Hours) Deep Dive into Prompt Engineering Techniques Crafting effective prompts for complex tasks Case studies and examples Interactive Workshop: Design and Test Prompts for Specific Scenarios Day 10: Project Work Session (2 Hours) Guided Project Work Applying learned skills to projects Instructor feedback and guidance Week 3: Project Development and Case Studies (10 Hours) Project Development: This week is dedicated to hands-on project work. Daily check-ins and troubleshooting sessions with instructors. Application of data science, AI, and prompt engineering techniques in projects. Case Studies: Intersperse the project development with case studies relevant to the projects being worked on. These case studies provide real-world context and additional learning opportunities. Week 4: Finalizing Projects and Presentations (10 Hours) Days 16-18: Project Finalization (6 Hours) Final Development and Refinement Focus on finalizing the projects. Peer-review sessions for constructive feedback. Day 19: Presentation Preparation (2 Hours) Preparing for Final Presentations Guidance on how to present technical projects effectively. Day 20: Final Presentations and Feedback (2 Hours) Presentation of Projects Each group presents their project. Feedback session from instructors and peers. Wrap-Up and Future Directions Recap of key learnings and skills developed. Guidance on further learning resources and career paths in data science, AI, and prompt engineering. Supplementary Materials and Support Pre-Session Readings: Provide articles, videos, and tutorials to introduce key concepts. Online Support Forum: A platform for questions, discussions, and sharing resources. Ongoing Projects: Encourage students to continue working on their projects even after the course, possibly as portfolio pieces. Day 21 to Day 24 Follow-up Sessions The internship has attracted candidates from esteemed universities in the USA, Germany, Brazil, Haiti, and India. Notably, the Rotary Club of Ranchi RID 3250, India, sponsored four candidates. Rtn Dr. Amod Divekar's efforts were instrumental in establishing the connection with District 7780. This internship will continue until June 2024, providing a comprehensive and enriching experience for all participants.