Applied AI

1Defining Artificial Intelligence▸ 2History of AI▸ 3Types of AI▸ 4AI vs Machine Learning vs Deep Learning▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Machine Learning Fundamentals▸ 2Neural Networks and Deep Learning▸ 3Natural Language Processing NLP▸ 4Computer Vision and Robotics▸ 5Key AI Terminologies Glossary▸ 6T Final Module Assessment▸ 7T1 Mid Module Quiz▸

1AI in Healthcare▸ 2AI in Finance and Business▸ 3AI in Transportation and Autonomous Systems▸ 4AI in Entertainment Education and Daily Life▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1AI Ethics and Responsible AI▸ 2Bias in AI Systems▸ 3AI Governance and Regulations▸ 4Future of AI▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1What is Generative AI▸ 2Large Language Models LLMs▸ 3Foundation Models Ecosystem▸ 4Generative AI Capabilities and Outputs▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Text Generation Models and Platforms▸ 2Image and Multimodal Generation Tools▸ 3AIPowered Development and Productivity Tools▸ 4Building with GenAI APIs▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Hallucinations and Accuracy▸ 2Bias Fairness and Inclusivity in GenAI▸ 3Copyright IP and Legal Considerations▸ 4Safety Guardrails and Responsible Deployment▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1What is Prompt Engineering▸ 2How LLMs Process Prompts▸ 3Elements of an Effective Prompt▸ 4Common Prompting Mistakes and How to Avoid Them▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1ZeroShot and FewShot Prompting▸ 2ChainofThought and Reasoning Prompts▸ 3RoleBased and Persona Prompting▸ 4Structured Output and Format Control▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Prompt Chaining and MultiStep Workflows▸ 2Iterative Refinement and Prompt Optimization▸ 3DomainSpecific Prompt Engineering▸ 4Building PromptDriven Applications▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Your First Python Program▸ 2Variables and Data Types▸ 3Expressions and Operators▸ 4String Operations▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Lists▸ 2Tuples▸ 3Dictionaries▸ 4Sets▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Conditions and Branching▸ 2Loops and Iteration▸ 3Functions▸ 4Exception Handling and File IO▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1NumPy Fundamentals▸ 2Pandas Basics Series and DataFrames▸ 3Pandas Data Manipulation▸ 4Data Visualization Basics▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Understanding APIs and HTTP▸ 2Making API Requests with Python▸ 3Web Scraping with Python▸ 4Data Collection Project▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Introduction to Flask▸ 2Routing and Views▸ 3Templates and Static Files▸ 4Forms and User Input▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Preparing for Production▸ 2Containerization with Docker▸ 3Cloud Deployment▸ 4Testing and Maintenance▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Integrating AI APIs into Flask▸ 2Building NLPPowered Features▸ 3Building Vision and Multimodal Features▸ 4Complete AI App Project▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Introduction to Chatbots▸ 2NLP Basics for Chatbots▸ 3Conversational Design▸ 4Chatbot Platforms Overview▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Setting Up Intents and Entities▸ 2Building Dialog Flows▸ 3Responses and Rich Content▸ 4Testing and Iteration▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸

1Webhook and API Integration▸ 2LLMPowered Chatbot Intelligence▸ 3MultiChannel Deployment▸ 4Analytics Optimization and Production Best Practices▸ 5T Final Module Assessment▸ 6T1 Mid Module Quiz▸