Generative AI for Beginners: Future of Innovation Unlocked

Explore how generative AI creates text, images, music, and virtual environments, fueled by training data and architectures like GANs, VAEs, and transformers.

Learn how artificial intelligence enables learning, reasoning, problem solving, perception, and language understanding; explore narrow, general, and super AI, and examine tools, ethical considerations, and real-world applications across industries.

Deep learning, a subset of machine learning, uses multi-layer neural networks with backpropagation and gradient descent to model complex patterns in data, including images, audio, and text.

Learn how to set up a free ChatGPT account using Google, Microsoft, or Apple, including signup, login, and accessing the dashboard.

Learn to use ChatGPT OpenAI as a generative AI tool, from account setup to prompts. Explore practical workflows such as writing Python code, calculators, and basic templates.

Explore how generative AI enhances software development across SDLC stages, automating code generation, debugging, testing, and documentation while enabling DevOps integration.

Explore how generative AI drives retail through personalized marketing, tailored campaigns, product recommendations, enhanced chatbots and virtual assistants, visual search, content creation, and optimized inventory and demand forecasting.

Leverage generative ai to boost marketing through automated content creation, personalized messaging, ad design and optimization, real-time campaigns, and data-driven market insights, while upholding ethical practices and trust.

This lecture shows how to generate lesson plans with generative ai using chatgpt prompts, including an introductory algebra example, topics, practice, errors, and assessments.

Learn to create a meeting planner with ChatGPT prompts, generating meeting summaries, action items, dates, times, locations, attendees, speakers, and future topics to streamline scheduling.

Learn to use generative AI to correct grammar quickly by prompting ChatGPT to convert ungrammatical statements into standard English, with examples like 'she no went to the market'.

Learn to create a healthy week-long diet chart for weight loss with balanced meals, snacks, and exercise tips, using ChatGPT prompts and expert consultation.

Explore how to translate text between languages using generative AI, with examples translating English to French or German, testing prompts with ChatGPT and translation tools.

discover how to generate a product sale plan in a PowerPoint using ChatGPT, producing slide-by-slide content for five slides, including title, market analysis, sales strategy, milestones, timelines, and design tips.

Implement a Python binary search with source code, using a left, right, and mid function to locate a target in a sorted array, and explore generating the code with ChatGPT.

Learn natural language to sql with generative ai, crafting prompts to generate sql queries like computing average total order value, using select avg and where between dates.

Learn how to use ChatGPT to find and fix bugs in Python source code, with practical examples like correcting imports, case sensitivity, type conversions, and proper operators.

Create a single page website using HTML, CSS, and JavaScript, guided by AI-powered UI/UX concepts. Use ChatGPT prompts to build a portfolio page with dropdowns and dynamic content display.

Build a dashboard website with charts and reports using HTML, CSS, and JavaScript, featuring data visualizations and monthly sales overview. Use ChatGPT to generate structure and files: index.html, style.css, charts.js.

Get and install Python from the official python.org site, choosing your OS and adding python.exe to the path during setup. Also set up PyCharm Community Edition for development.

Install PyCharm community edition to begin Python development. Learn step-by-step setup for Windows, Mac, or Linux, with features like code analysis, a graphical debugger, and version control integration.

Learn to create your first Python project in PyCharm by setting up a new virtual environment, configuring the interpreter, selecting a project path, and creating a main.py script.

set up your local development environment with PyCharm IDE, create a Python file, and run hello world to verify exit code zero while learning Django with Postgre SQL database.

Set up a Python chatbot project in PyCharm on Windows with a virtual environment, create chatbot.py, test with hello world, and follow step-by-step ai prompting to generate source code.

Create a Python chatbot using a Gen AI prompt, test basic if-else responses, and explore libraries to tailor conversations for sales and support.