Generative AI and ChatGPT Masterclass for Software Engineers
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Welcome to the Comprehensive Course on ChatGPT, Gemini, Generative AI, and Artificial Intelligence!
Are you ready to take your skills to the next level in the exciting realms of ChatGPT, Generative AI, and Artificial Intelligence? Our extensive Udemy course is meticulously crafted to empower you with the knowledge and practical expertise needed to navigate the evolving landscape of AI. Whether you’re a seasoned professional or a newcomer eager to explore the wonders of ChatGPT, this course is your gateway to mastering effective prompt engineering, understanding AI fundamentals, and implementing cutting-edge generative models.
**ChatGPT: Boosting Productivity with Effective Prompt Engineering**
Unlock the secrets of ChatGPT by mastering the art of prompt engineering. Learn how to optimize prompts for maximum productivity, efficiency, and creativity. Dive into practical examples and discover how effective prompt engineering can revolutionize your workflow. Elevate your career by creating impressive resumes and preparing for interviews using ChatGPT’s capabilities. With 1000+ prompts and real-world examples, you’ll gain hands-on experience in leveraging ChatGPT to enhance your professional journey.
**Artificial Intelligence Fundamentals: Building Blocks for Success**
Start your journey with a solid foundation in Artificial Intelligence. Explore the basics of AI, key concepts, and the distinctions between AI and Machine Learning. Immerse yourself in the world of Deep Learning with real-life examples showcasing the practical applications of AI, ML, Deep Learning, and Generative AI. This section lays the groundwork for a comprehensive understanding of AI, setting the stage for the advanced topics to follow.
**Exploring ChatGPT Alternatives and Diving into DALL-E**
Delve into the world of alternative models such as Bard and Bing in the context of chat-based AI. Compare DALL-E 2, DALL-E 3, and Midjourney to understand their unique features and applications. Gain insights into the strengths and limitations of each model, allowing you to make informed decisions based on your project requirements.
**OpenAI Deep Dive: Models, APIs, and Postman Integration**
Navigate the OpenAI ecosystem with confidence. Understand the intricacies of OpenAI models, APIs, and how to invoke APIs using Postman. Explore the Playground, Tokens, Temperature, Pricing, Usage, and Billing to strike the right balance between productivity and product development. Trace the evolution of OpenAI and unravel the technological stack behind ChatGPT, gaining a holistic understanding of the platform.
**Generative AI Internals: Unraveling the Power of Gen AI**
Dive deep into the internals of Generative AI. Explore GPT (Generative Pre-trained Transformer). Follow the Gen AI timeline, witnessing the democratization of AI and understanding its impact on industries. Gain insights into how Generative AI is shaping the future of technology.
**Jupyter Notebook and Practical Examples: Seamless Interaction**
Master the use of Jupyter Lab for seamless interaction with OpenAI models. Explore practical examples of using ChatGPT and other models within a notebook environment. Uncover the secrets of effective prompt formulation, equipping you with the skills to optimize your interactions with generative models.
**Token Pricing, SQL Interaction, and Hands-on Programs**
Understand token pricing using Tiktoken, ensuring cost-effective interactions with OpenAI models. Leverage generative models for natural language interactions with data using English language queries for SQL. Engage in hands-on programs for OpenAI models like Whisper, DALL-E 3, and Embeddings, gaining practical experience in implementing these powerful tools.
**Advanced Generative AI: Embark on a Deeper Journey**
Embark on a deeper journey into Advanced Generative AI. Explore embeddings, Vector DB, fine-tuning, zero-shot, one-shot, few-shot learning, and RAG (Retrieval-augmented generation). Gain the expertise needed to navigate the complexities of advanced generative models and apply them to real-world scenarios.
**Real-World Project Implementation: Bringing It All Together**
Apply your newfound knowledge to a hands-on project that integrates OpenAI models, including ChatGPT, Whisper, and Embeddings. Witness the power of RAG and visualize embeddings through plotted graphs. This real-world implementation solidifies your understanding and prepares you for practical applications in your software development projects.
** Google Gemini models **
Learn from the basics of Google Gemini to various models of Gemini. Comparison of Gemini with ChatGPT4. Get Hands-on with Bard which is powered by Gemini Pro. Understand real-life examples of implementing Gemini.
**Generative AI Future: Navigating Challenges and Seizing Opportunities**
Address common concerns about job displacement by AI and explore new opportunities in the ever-evolving landscape. Gain strategies for leveraging AI to propel your professional growth. The course concludes with a forward-looking perspective on the future of Generative AI and its potential impact on industries and professions.
**Join Us on this AI Adventure: Unlock Your Potential**
Enroll now and embark on an exciting adventure into the realms of ChatGPT, Gemini, Generative AI, and Artificial Intelligence. Whether you’re seeking to enhance your career, optimize productivity, or explore the frontiers of AI technology, this course is your comprehensive guide. Dive into the depths of Generative AI, and shape the future of technology with confidence. Let’s unlock your potential together!
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1Introduction to Artificial Intelligence and it's real life applicationsVideo lesson
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2AI, ML, Deep Learning & Generative AI comparison and examplesVideo lesson
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3Artificial Intelligence(AI) v/s Machine Learning (ML)Video lesson
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4Understand Deep Learning with interesting exampleVideo lesson
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5Generative AI - Power of Gen AIVideo lesson
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6Traditional AI v/s Generative AIVideo lesson
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7GPT (Generative Pre-Trained Transformer) - Understand properties of each letterVideo lesson
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8AI & Generative AI IntroductionQuiz
Quiz to test your knowledge on AI & Generative AI Introduction
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9OpenAI & ChatGPT History - Various OpenAI models and role of MicrosoftVideo lesson
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10ChatGPT Tech Stack - Key technologies used to build ChatGPT, role of open sourceVideo lesson
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11Generative AI Timeline - How Gen AI has evolved and role of Google and AWSVideo lesson
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12Open AI & ChatGPT History & Tech StackQuiz
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13ChatGPT Login and Sign-upVideo lesson
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14ChatGPT Prompts - Level 0 : Basics of Prompts & identifying ChatGPT limitationsVideo lesson
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15ChatGPT Prompts - Level 1 : Basic Shell CommandsVideo lesson
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16ChatGPT Prompts - Level 2 : Advanced Shell CommandsVideo lesson
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17ChatGPT Prompts - Level 3 : Basic coding and testingVideo lesson
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18ChatGPT Prompts - Level 4 : Advance coding exerciseVideo lesson
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19ChatGPT Prompts - Level 5 : End to End Project executionVideo lesson
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20ChatGPT Prompts - Level 6 : Resume building and Interview preparationVideo lesson
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25OpenAI Documentation - Introduction to various OpenAI modelsVideo lesson
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26OpenAI Tokens - What is Token and how to easily calculate tokens using tokenizerVideo lesson
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27OpenAI API Registration - API key generationVideo lesson
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28OpenAI Usage dashboard & rate limitsVideo lesson
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29OpenAI API Billing & PricingVideo lesson
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30OpenAI Playground - Developer PlatformVideo lesson
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31Accessing and executing Open AI API's through PostmanVideo lesson
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37Jupyter Lab and Notebook usageVideo lesson
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38Accessing OpenAI APIs ProgrammaticallyVideo lesson
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39Tiktoken - Calculating number of Tokens and cost ProgrammaticallyVideo lesson
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40Talk to your data with power of Generative AIVideo lesson
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41OpenAI Whisper - Convert Speech to textVideo lesson
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42OpenAI DALL-E- Generate Image from textVideo lesson
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43OpenAI Embeddings - text-embedding-ada-002Video lesson
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44Compare LLMs, Gen AI & Foundational modelVideo lesson
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45Foundational ModelVideo lesson
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46Embedding ConceptsVideo lesson
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47Vector DatabaseVideo lesson
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48Generative AI Model trainingVideo lesson
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49Fine Tuning Generative AI modelVideo lesson
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50RAG (Retrieval-augmented generation)Video lesson
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51Zero-Shot, One-Shot and Few shot learningVideo lesson
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52Generative AI - Advance TopicsQuiz
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53LLM Implementation options - APIs, Open Source LLMs and Fine tuning LLMsVideo lesson
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54Final Project use caseVideo lesson
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55Understanding Data and Data PreparationVideo lesson
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56Generating Embeddings for user interactionVideo lesson
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57Plotting Embeddings in a graphVideo lesson
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58Capturing user interaction using WhisperVideo lesson
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59Search User interaction in EmbeddingsVideo lesson
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60Final Execution of end to end flowVideo lesson
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61Google Gemini Introduction, Gemini Architecture, Key Features of GeminiVideo lesson
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62Google Gemini Models comparison - Ultra, Pro and NanoVideo lesson
Comparison of Google Gemini models - Ultra, Pro, and Nano for their architecture, Modalities, Parameters, Training Data, Computing Requirements, Applications, and Availability
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63Google Gemini Technical - more detailsVideo lesson
Google Gemini Models - Alphacode 2 details - How Gemini can generate excellent code. Ultra, Pro and Nano Comparison on Text
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64Google Gemini Comparison with ChatGPT-4Video lesson
Google Gemini Comparison with ChatGPT-4 and other leading GenAI models.
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65Google Gemini real life examplesVideo lesson
Real life examples of Google Gemini implementation
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66Google Bard Hands-onVideo lesson
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67Google Gemini Bard - How to AccessVideo lesson
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68Google Gemini Bard - Level 4 : Advance coding exerciseVideo lesson
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69Google Gemini Bard - Level 5 : End to End Project executionVideo lesson
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70Google Gemini Bard - Level 6 : Resume building and Interview preparationVideo lesson
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71Google Gemini Bard - Image and PromptVideo lesson
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72Gemini Bard Extensions - Youtube, Gmail, Docs, Flight and HotelsVideo lesson
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73Google Gemini - Coding and testing Python with Replit integrationVideo lesson
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74Google Gemini - Coding and testing Node.JS with Replit integrationVideo lesson
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75Google Gemini Pro availability and PricingVideo lesson
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76Google Gemini Pro and ChatGPT 3.5 pricing comparisonVideo lesson
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77Google AI Studio Introduction (Google's Playground)Video lesson
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78Google AI Studio - Freeform promptVideo lesson
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79Google AI Studio - Structured promptVideo lesson
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80Google AI Studio - Chat PromptVideo lesson
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81Google Gemini API Key setupVideo lesson
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82Google Gemini Pro Model - First Hands-on codingVideo lesson
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83Google Gemini Pro Vision Model - Image and text Hands-on codingVideo lesson
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