The Complete Python Programming And Generative AI Bootcamp
Published 1/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 9.30 GB | Duration: 23h 18m
Learn Python Skills for the Future: LangChain, RAG, Prompt Engineering, GenAI, OpenAI, Google Gemini, LangGraph and more
What you'll learn
Master Python fundamentals: From data structures to error handling, get the essential skills to build GenAI projects with confidence and ease
Unlock Python's power: Set up environments, master virtual tools, and dive into Google Colab and Jupyter Notebooks to supercharge your GenAI journey
Master prompt engineering: Shape AI responses with precision using techniques like few-shot prompting, avoiding hallucinations, and more
Harness GenAI libraries: Master OpenAI, Gemini, LangChain, LangGraph, and Pinecone APIs to build real-world AI solutions with cutting-edge tools
Streamline data with Python: Manipulate files, CSVs, JSON, and build pipelines for efficient analysis using powerful libraries like Pandas
Build RAG systems: Generate embeddings and perform advanced semantic searches with LangChain, LangGraph, and Pinecone to power intelligent AI apps
Build real-world AI projects: Create RAG systems, LLM-powered Research Agents with LangGraph, and more to showcase your GenAI expertise
Master advanced Python: Dive into OOP, modular design, and modern libraries like requests for APIs and Pandas for data science to ELEVATE your skills
Requirements
No tech background is needed! Whether you're a developer, creative, or simply interested in AI, we'll cover all the fundamentals to help you build real-world GenAI skills with confidence.
You should be able to sign up to OpenAI API with a valid phone number.
Based on your location, it's possible that OpenAI requires a credit card and funding your account.
Description
Are you interested in learning Python, but not sure where to start? Has Generative AI left you confused, unsure how to keep up as new AI tools emerge every day? .wondering if you're falling behind as skills like prompt engineering and API integrations become essential?.struggling to decode complex libraries like OpenAI, Gemini, and LangChain without a clear path forward?Don't let the complexity of GenAI hold you back-this Complete Python Programming & Generative AI Bootcamp equips you with the practical skills to build, innovate, and stay ahead.Introducing the Python Programming & Generative AI Bootcamp: Mastering LangChain, OpenAI, and MorePicture yourself breaking free from coding roadblocks and stepping into the world of Generative artificial intelligence, where Python skills transform into tools that do the heavy lifting for you.With our in-depth guidance, you'll master prompt engineering and gain the expertise to integrate top APIs like OpenAI and Gemini seamlessly.By the end, you'll build real-world applications that make your skillset indispensable-giving you a competitive edge in any tech-driven field!Skip this course, and you may miss the chance to build in-demand AI skills that are shaping the future of tech.What You'll Learn● Get a solid foundation in Python basics: From data structures to text processing and error handling, gain the essential knowledge to make GenAI projects smooth and scalable.● Master Python's practical applications: Learn how to set up Python environments, manage virtual environments, and use tools like Google Colab, Jupyter Notebooks, and PyCharm for seamless coding.● Take control with prompt engineering: Ensure your AI responds exactly how you need by mastering techniques like few-shot prompting, avoiding hallucinations, and building reliable prompts.● Dive into key GenAI libraries: Work with OpenAI, LangChain, Gemini, Pinecone, and Claude API to unlock the potential of tools that power real-world AI solutions.● Work with Python for data and text manipulation: Handle files, CSVs, JSON, and build pipelines for efficient data processing and analysis with libraries like Pandas.● Explore embeddings and semantic search: Learn to generate embeddings, estimate costs with Tiktoken, and perform advanced semantic searches with tools like Pinecone and Chroma.● Develop hands-on projects: Build AI-powered applications like a book recommendation engine, conversational agents, and even research assistants with RAG systems.● Leverage advanced Python features: Learn object-oriented programming, modular code design, and work with Python's request library for APIs.With Python and GenAI tools at your fingertips, gain the power to build smart, AI-driven solutions that put you ahead!But what if it's all too technical?No worries! This course is crafted to break down GenAI concepts step-by-step in a way that's clear and approachable. We'll make sure every concept, from prompt engineering to API integrations, feels accessible and empowering.What if I'm not a tech expert?No tech background is needed! Whether you're a developer, creative, or simply interested in AI, we'll cover all the fundamentals to help you build real-world GenAI skills with confidence.What if my schedule is packed?We get it-this course is designed with flexibility in mind. With concise, on-demand lessons, you'll be able to learn at your own pace and fit it into your day without any stress.Start building smarter, efficient solutions with Python for GenAI and experience a whole new level of productivity!Through our comprehensive course, you will:❖ Master Key GenAI Libraries and Python Basics: Start with Python essentials, GenAI tools, and APIs like OpenAI, Gemini API, and Claude API, setting a strong foundation for hands-on AI projects.❖ Build Real-World AI Applications: Use LangChain and advanced GenAI tools to create practical projects, from intelligent chatbots to personalized recommendation engines.❖ Seamlessly Integrate Key GenAI APIs: Use the power of OpenAI API, LangChain, and Gemini to automate workflows, personalize user experiences, and enhance content.❖ Boost Engagement with AI-Driven Tools: Tap into image generation, embeddings, and custom search solutions to build dynamic applications that capture attention and drive interaction.❖ Craft Custom AI-Powered Solutions: Design tailored applications that solve real problems and expand your GenAI toolkit from prompt engineering to embedding-based searches.This course is more than just about learning the groundwork!It's about taking you from square one and making you a true pro!.and by the end, you'll have the GenAI skills to power up your projects with LangChain, OpenAI API, and advanced prompt engineering-turning your ideas into real, AI-driven applications with ease and confidence.Why Invest in Python Essentials for Generative AI: Mastering LangChain, OpenAI, and More?● Level Up Your GenAI Skills: Turn your Python knowledge into artificial intelligence -driven applications that make an impact.● Seamless API Integrations: Comprehend OpenAI API, Gemini, Claude, and LangChain with clear, step-by-step guidance-no stress, just results.● Streamline with Smart Automation: Master automation techniques that simplify workflows, boost productivity and bring your GenAI projects to life.● Access the Right Tools Fast: Get expert recommendations on essential GenAI tools and setups, from prompt engineering to semantic search.● Data Handling Made Easy: Learn advanced data handling techniques, file management, and text processing to power up your GenAI applications.● Build Real-World AI Solutions: Cap off your learning with a master project, creating a recommendation system using LangChain and text embeddings-your entryway to powerful, AI-powered solutions.Meet Your Instructor - Andrei DumitrescuWith over 15 years as a Network and Software Engineer and co-founder of Crystal Mind Academy, Andrei brings deep technical expertise and a true passion for teaching.A Udemy Partner with a four-generation family legacy in education, he's crafted industry-leading courses in Python, Blockchain, AI, Ethical Hacking, Linux, and more. Andrei's approach combines real-world labs, comprehensive documentation, and hands-on case studies, designed to make even the most complex topics accessible.When he's not teaching, Andrei enjoys fitness, reading, and family time. Join him and unlock your full potential in the world of technology.Try it Risk-FreeWith our unmatched 100% Risk-Free Guarantee, there's absolutely no downside-just countless possibilities.Immerse yourself into the experience with confidence, knowing that if it doesn't exceed your expectations, we'll give you a full refund, no questions asked!Your satisfaction fuels our passion, so why wait?Step forward and explore - your path to mastering Python Essentials for Generative AI starts now!Who Should Enroll:● Frontend Developers: Learn to integrate GenAI APIs into user interfaces, enhancing your applications with AI-powered features like chatbots, recommendations, and dynamic content generation.● Backend Developers: Explore how to leverage Python and GenAI libraries to build scalable AI-driven solutions, automate workflows, and manage data pipelines effectively.● Full-Stack Developers: Master the complete stack by combining Python-based AI tools with frameworks for building end-to-end, intelligent applications.● Data Scientists and Analysts: Expand your Python toolkit to include GenAI-powered data handling, advanced embeddings, and natural language processing for smarter data insights.● AI and Machine Learning Practitioners: Deepen your understanding of GenAI libraries like LangChain, OpenAI, and Gemini, and integrate them into your existing models or workflows.● DevOps Engineers: Learn to deploy and manage GenAI systems efficiently using cloud environments, APIs, and virtualized Python setups like Google Colab and Jupyter.● Game Developers: Use GenAI tools for dynamic storytelling, procedural content generation, and interactive AI-powered features in games.● Web Developers: Add powerful GenAI-based search, personalization, and recommendation features to websites and apps using Python and vector database integrations.● Mobile App Developers: Integrate AI capabilities into mobile apps, like text-to-speech, image generation, and conversational AI, with GenAI APIs.. and anyone ready to apply the potential of GenAI to drive innovation in their field!Turn Python Skills into GenAI Expertise-Enroll Now to Build Intelligent, AI-Powered Applications That Set You Apart!
Frontend Developers: Learn to integrate GenAI APIs into user interfaces, enhancing your applications with AI-powered features like chatbots, recommendations, and dynamic content generation.,Backend Developers: Explore how to leverage Python and GenAI libraries to build scalable AI-driven solutions, automate workflows, and manage data pipelines effectively.,Full-Stack Developers: Master the complete stack by combining Python-based AI tools with frameworks for building end-to-end, intelligent applications.,Data Scientists and Analysts: Expand your Python toolkit to include GenAI-powered data handling, advanced embeddings, and natural language processing for smarter data insights.,AI and Machine Learning Practitioners: Deepen your understanding of GenAI libraries like LangChain, OpenAI, and Gemini, and integrate them into your existing models or workflows.,Game Developers: Use GenAI tools for dynamic storytelling, procedural content generation, and interactive AI-powered features in games.,Web Developers: Add powerful GenAI-based search, personalization, and recommendation features to websites and apps using Python and vector database integrations.,Mobile App Developers: Integrate AI capabilities into mobile apps, like text-to-speech, image generation, and conversational AI, with GenAI APIs.
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