AI Startups & Entrepreneurship Learning Path

Are you ready to master the most disruptive technology of our time?The landscape of Artificial Intelligence is evolving rapidly, and Generative AI is no longer just a buzzword—it is a mandatory career skill. Welcome to the Generative AI, ChatGPT & AI Agents Masterclass (2026 Edition), the only course you need to transition from an AI beginner to an industry-ready expert.This course is built for the future. While others focus on outdated tactics, we dive deep into the next generation of Large Language Models (LL Ms), preparing you specifically for the capabilities of ChatGPT-5 and beyond.We don't just talk theory; we build. You will learn to:Dominate Prompt Engineering to get precise results every time.Accelerate your coding and development speed by 10x using Git Hub Copilot.Design and deploy autonomous AI Agents that can plan, execute, and complete complex workflows for you.Whether you are a developer, entrepreneur, or creative professional, mastering these tools is the key to future-proofing your career. Join us to unlock the full potential of Generative AI and stay ahead of the curve in 2026.In this comprehensive course, you will learn to instantly create:Content & Marketing: SEO articles, video scripts, targeted ads, social media posts, E-books, blogs, newsletters, and E-commerce copy.Business & Productivity: AI integrations, workflow automations, financial plans, business plans, project outlines, custom schedules, contracts, and company slogans.Creative & Learning: Personalized emails, job proposals, presentations, online courses, lesson plans, language translations, creative stories, and even "vibe code" websites from scratch with no co

Course Description Stay ahead in the world of AI - ML with this completely updated course covering . Machine Learning. Deep Learning. Large Language Models (LL Ms). Retrieval-Augmented Generation (RAG). AI Agents. Explainable AI (XAI). AutoML using Google Vertex AI This is a hands-on course, designed for active learning. You are encouraged to practice along with the trainer during sessions or immediately after each lecture to build real, practical skills.The content is organized into 21 manageable days, allowing you to learn systematically without feeling overwhelmed. Whether you're a beginner or an experienced professional, you can start from the basics or jump straight to the advanced sections that interest you most.The course is taught by an industry veteran and founder of an AI startup, bringing real-world insights and project-based learning to every module.Running successfully for the past three years, the course has been regularly refreshed to reflect the latest advancements — including cutting-edge topics like Explainable AI, AutoML on Google Vertex, RAG pipelines, and AI Agent frameworks.If you’re looking for a complete, modern, and industry-focused AI learning experience — this is your perfect starting point.Enroll today and build the AI expertise the future demands!What you’ll learn:Build a strong foundation in Machine Learning and Deep Learning concepts Understand and fine-tune Large Language Models (LL Ms) for various applications Design and implement Retrieval-Augmented Generation (RAG)</st

Are you ready to dive deep into the world of Generative AI with a focus on ChatGPT Plus, and explore the endless possibilities of AI Tools, including DALL-E, Leonardo AI, and more? Do you wish to master the art of Prompt Engineering, leveraging ChatGPT plugins like Instakart and Best ad maker, as well as innovative tools like 11 Labs AI? If yes, then "Generative AI with ChatGPT Plus, Prompt Engineering, and AI Tools" is the transformative course you've been waiting for!Embark on a Groundbreaking Journey into the Future of AI Welcome to "Generative AI with ChatGPT Plus, Prompt Engineering, and AI Tools," a comprehensive course designed to catapult you into the forefront of digital innovation. This program is meticulously engineered for those who are passionate about unlocking the full potential of generative AI, including the latest advancements in ChatGPT 4, DALL-E, Leonardo AI, and beyond. Whether you are an ambitious entrepreneur, a creative genius, or a tech enthusiast, this course offers you the keys to mastering the dynamics of AI to reshape the digital landscape.This course isn't just about learning; it's about transforming your understanding and application of AI in real-world scenarios. From enhancing business strategies with ChatGPT Plus to creating visually stunning designs with DALL-E, and innovating with Leonardo AI, you'll gain hands-on experience that sets you apart in the technology domain.What Awaits You in This Revolutionary Program ChatGPT Plus Exploration: Dive deep into the functionalities of ChatGPT Plus and learn how to leverage its advanced capabilities for your projects.Pr

In today's data-driven world, the ability to harness and interpret data is not just a valuable skill but a crucial advantage. Whether you're an aspiring data scientist, a seasoned professional looking to expand your skill set, or an entrepreneur aiming to leverage data for strategic decisions, our comprehensive course on data science offers a transformative learning experience.Course Overview Our course begins with a foundational exploration of data science, introducing you to its principles and importance in various industries. You'll delve into the distinctions between data science, data engineering, and data analysis, gaining a clear understanding of their respective roles and applications. Through real-world case studies and examples, you'll discover how data science drives innovation and impacts decision-making processes across different sectors.Essential Tools and Technologies To equip you with the tools needed for effective data analysis, the course covers essential programming languages such as Python . Whether you're manipulating data with Pandas, performing numerical operations with Num Py, or creating insightful visualizations with Matplotlib and Seaborn, you'll develop a versatile skill set that forms the backbone of data science projects.Practical Skills DevelopmentA significant focus of the course is hands-on learning.&nbsp; You'll gain practical experience in gathering, cleaning, and analyzing data from diverse sources.&nbsp; You'll hone your ability to transform raw data into actionable insights that drive business decisions.Environment Setup and Best Practices Navigating the data science environment can be daunting, especially for beginners. That's why we guide you through the setup of Python and Jupyter Notebook on both Windows and macOS, ensuring you're equipped with the right tools from the start. You'll learn to create and manage virtual environments, enhancing your ability to work efficiently and maintain project dependencies.Data

This course contains the use of artificial intelligence Mastering Generative AI with ChatGPT, LangChain, and Agentic AI — The Ultimate Guide to Building Intelligent Workflows and Automation Welcome to "Mastering Generative AI with ChatGPT, LangChain, and Agentic AI" — your comprehensive gateway into the future of artificial intelligence. Whether you're a developer, entrepreneur, data scientist, or tech enthusiast, this course is designed to equip you with cutting-edge skills in Generative AI, enabling you to build intelligent systems, automate workflows, and unlock new levels of productivity.Why This Course?Generative AI is revolutionizing industries — from content creation and customer service to software development and business automation. Tools like ChatGPT, frameworks like LangChain, and emerging paradigms like Agentic AI are at the forefront of this transformation. This course offers a step-by-step, hands-on learning experience that demystifies these technologies and empowers you to use them effectively.What You'll Learn Foundations of Generative AI Understand the core principles, models, and use cases that define this rapidly evolving field.Mastering ChatGPT Learn how to prompt, fine-tune, and integrate ChatGPT into real-world applications for content generation, customer support, and intelligent assistants.LangChain Essentials Build powerful AI chains using LangChain to orchestrate multi-step reasoning, memory, and tool use — ideal for building chatbots, agents, and dynamic workflows.Agentic AI in Action Explore the emerging world of autonomous agents, task planning, and self-directed AI systems. Learn how to build agents that can reason, act, and adapt.Rea

Prompting Playbook &amp; Frameworks — Write Prompts That Deliver Business-Ready Results (ChatGPT, Gemini, Copilot, Perplexity)Short, practical, web-based.Learn the exact frameworks that turn vague asks into clear, reliable outputs across ChatGPT, Google Gemini, Microsoft Copilot (Web), and Perplexity.No agents. No coding. Just prompts that work.Why this course now?AI is already part of everyday work.Meeting notes, status updates, proposals, personas, job descriptions, variance commentary—tasks that used to take hours can now take minutes.But there’s a catch.A basic prompt will give you random, inconsistent responses.A well-structured, well-scoped prompt produces accurate, predictable, decision-ready results.This course gives you the playbook for writing those prompts—fast.What you’ll learn How to structure any request with R-C-I-E-S so the model understands exactly what to do.How to iterate once or twice with the Draft → Critique → Revise loop and a simple rubric to lift quality without wasting time.How to shape prompts with TCR (Task–Context–Rules), plus variables and checklists that you can reuse anywhere.How to decompose work into a Chain of Tasks when a single prompt is too vague—no agents required.How to ask for bullet caps, word caps, evidence lines, and tables so your outputs are tidy, scannable, and executive-ready.How to apply verification habits (no new numbers, assumptions to verify, objections to test) so stakeholders trust the output.No coding. No installs. Web LL Ms only.<p

If you are completely new to the AI world, then this course is for you. Whether you're a student, freelancer, content creator, or working professional, this beginner-friendly course will help you understand and use the tools that are shaping the future of work and communication.At the heart of this course is ChatGPT, a powerful AI chatbot built by OpenAI using advanced Generative AI. ChatGPT can write, explain, brainstorm, summarize, translate, create images, and even help with coding — all through natural, human-like conversations. You’ll learn how to use ChatGPT to speed up your work, generate content, solve problems, and bring ideas to life.But ChatGPT is just one part of a bigger picture. This course also introduces you to the core concept behind it: Generative AI. Generative AI is a type of artificial intelligence that creates new content — not just text, but also images, audio, video, code, and more. To use these tools effectively, you need to learn Prompt Engineering — the essential skill of writing clear, specific instructions (called prompts) to guide AI. Since AI doesn't “understand” like humans do, your input has to be carefully written to get accurate, high-quality results. This course teaches you how to craft effective prompts, provide context, define tone or format, and refine your output step by step.What You'll Learn:ChatGPT fundamentals ChatGPT best practices ChatGPT prompts ChatGPT Real-world use cases ChatGPT advanced featuresAI Fundamentals Generative AI&nbsp;Fundamentals Prompt Engineering Prompt Engineering techniques What is ChatGPT?ChatGPT is a smart AI chatbot developed by OpenAI. It can understand what you type and respond in a natural, human-like way. You can us

This comprehensive course, Machine Learning &amp; Python Data Science for Business and AI, is designed to transform you from a data novice into a proficient practitioner. Whether you're a business professional looking to leverage data driven insights, a student eager to enter the field of AI, or a developer aiming to add powerful new skills to your toolkit, this course provides a clear, practical, and project based path to mastery.I'll skip the heavy, academic theory and dive straight into the practical application of machine learning. You'll learn by doing, building a portfolio of real world projects that are immediately applicable to business and AI challenges. Our focus is on problem-solving using the most popular and powerful tools in the industry: Python, Pandas, Num Py, Scikit-Learn, and Matplotlib.By the end of this course, you'll not only understand the core concepts of machine learning but also be able to implement them with confidence. You'll gain a deep understanding of how to collect, clean, and analyze data to make accurate predictions and informed decisions.Why This Course?In today’s data driven world, organizations rely on data science and AI to stay competitive. Understanding how to harness data effectively can help businesses predict trends, optimize operations, and make smarter decisions. This course is specifically tailored to bridge the gap between technical machine learning concepts and practical business applications.What You Will Learn Start with Python fundamentals and learn how to write clean, efficient code for data analysis.Learn how to process, clean, and visualize data using popular Python libraries like Pandas, Num Py, and Matplotlib to extract meaningful insights.Understand core statistical concepts that form the foundation of machine learning, including probability, distributions, and hypoth

Welcome to the course on Data Science &amp; Deep Learning for Business™ 20 Case Studies!This course teaches you how Data Science &amp;&nbsp;Deep Learning can be used to solve real-world business problems and how you can apply these techniques to 20 real-world case studies.&nbsp; Traditional Businesses are hiring Data Scientists in droves, and knowledge of how to apply these techniques in solving their problems will prove to be one of the most valuable skills in the next decade!What student reviews of this course are saying, "I'm only half way through this course, but i have to say WOW. It's so far, a lot better than my Business Analytics MSc I took at UCL. The content is explained better, it's broken down so simply. Some of the Statistical Theory and ML theory lessons are perhaps the best on the internet! 6 stars out of 5!""It is pretty different in format, from others. The appraoch taken here is an end-to-end hands-on project execution, while introducing the concepts. A learner with some prior knowledge will definitely feel at home and get to witness the thought process that happens, while executing a real-time project. The case studies cover most of the domains, that are frequently asked by companies. So it's pretty good and unique, from what i have seen so far. Overall Great learning and great content."--"Data Scientist has become the top job in the US for the last 4 years running!" according to Harvard Business Review &amp;&nbsp;Glassdoor.However, Data Science has a difficult learning curve - How does one even get started in this industry awash with mystique, confusion, impossible-looking mathematics, and code? Even if you get your feet wet, applying your newfound Data Science knowledge to a real-world problem is even more confusing.This course seeks to fill all those gaps in knowledge that scare off

Discover how Generative Artificial Intelligence is transforming businesses by driving innovation and efficiency across multiple industries! This hands-on course offers an immersive dive into the world of LL Ms (Large Language Models) and AI Agents, equipping you to create intelligent, automated solutions for real-world business challenges.With the rapid advancement of NLP (Natural Language Processing) and language models, companies and professionals are adopting these technologies to boost productivity and make decisions with greater precision. With this in mind, this course was designed to provide you with a practical, direct, and applicable learning experience. You will learn to implement solutions in Python, with a focus on applying LL Ms to business contexts, but with skills that are versatile enough to be adapted to any real-world challenge.Throughout the course, you will master the key tools and frameworks in the generative AI ecosystem, including LangChain, Lang Graph, Llama Index, CrewAI, Agno, and other open-source solutions. Learn to implement LL Ms via Python AP Is (both free and paid) or locally, exploring models such as Llama, Deep Seek, ChatGPT, Gemini, and more — always with an emphasis on real-world, scalable applications.You will act as a professional tasked with addressing diverse business needs. Through 8 practical case studies, you will be challenged to develop useful, customized applications applying generative AI in:Marketing: Create an AI marketing assistant to scale content creation. Effortlessly adapt text for diverse audiences, platforms, and goals.Customer Service &amp; Support: Develop intelligent chatbots with RAG. Use real documents (e.g., manuals, PD Fs) to provide accurate answers to customer questions.Human Resources: Automatically screen resumes and classify candidate

If you write for your business or job, this AI&nbsp;Writing course is a must-watch for you. Don't wait too long to master the use of modern AI&nbsp;tools like ChatGPT and Google Bard. These AI tools can benefit you as a business, and more specifically as a writer.In this course, you'll learn how to use an AI&nbsp;writing companion to:Enhance Your Creativity Speed&nbsp;Up Your Workflow Write More &amp; Write Better Optimize Text for SE Oand so much more!Within the first 15 minutes of class, you will have a clear understanding of:How to sign up &amp; start prompting ChatGPT to help you write Best practices for writing prompts (prompt engineering)Why &amp; how you can use an AI writing assistant How can an AI Writing Companion help you?Generate ideas that inspire you to write Edit your writing for grammar &amp; spelling mistakes Automatically rewrite your work in a different tone or for a different target audience Condense or expand your writing Turn your writing into a different format (i.e. social media post, email blast, article)Translate your writing into another language Summarize long text into condensed notes Optimize your writing for search engines, making them keyword friendly Generate catchy headlines, subject lines, and titles for your content Write entire articles, posts, and other content for you Watch a free preview of this course to start learning, and to see if this is the right course for you.By the end of this course, you'll have a comprehensive understanding of AI&nbsp;writing tools such as ChatGPT &amp; Go

KI-Agenten sind in aller Munde, doch kaum jemand weiß, was sie sind und noch weniger, wie man sie verwendet. Tools wie CrewAI, Autogen, BabyAGI, LangChain, Lang Graph usw. klingen komplexer, als sie sind.Bist du bereit, die Feinheiten von KI-Agenten zu meistern und ihr volles Potenzial zur Automatisierung von Prozessen und zum Verkauf maßgeschneiderter Lösungen zu nutzen?Dann ist dieser Kurs für dich!Tauche ein in 'KI-Agenten: Automation &amp; Business durch LangChain Apps'—wo du die grundlegenden und fortgeschrittenen Konzepte von KI-Agenten und LL Ms, ihre Architekturen und praktischen Anwendungen erforschen wirst. Verändere dein Verständnis und deine Fähigkeiten, um die Führung in der KI-Revolution zu übernehmen.Dieser Kurs ist perfekt für Entwickler, Datenwissenschaftler, KI-Enthusiasten und alle, die an der Spitze der Technologie von KI-Agenten und LL Ms stehen möchten. Egal ob du KI-Agenten erstellen, deren Automatisierung perfektionieren oder maßgeschneiderte Lösungen verkaufen möchtest, dieser Kurs bietet dir das umfassende Wissen und die praktischen Fähigkeiten, die du benötigst.Was dich in diesem Kurs erwartet:Umfassendes Wissen über KI-Agenten und LL Ms:Grundlagen von KI-Agenten und LL Ms: Einführung in KI-Agenten wie Autogen, LangChain, Lang Graph, Lang Flow, CrewAI, BabyAGI &amp; deren LL Ms (GPT-4o, Claude, Gemini, Llama &amp; mehr).Tools und Techniken: Nutzung von LangChain, Lang Graph und anderen Tools zur Erstellung von KI-Agenten.Function Calling und Vektordatenbanken: Verständnis von Function Calling und der Nutzung von Vektordatenbanken sowie Embedding-Modellen.Erstellung und Einsatz von KI-Agenten:Installation und Nutzung von Flowise mit Node: Schritt-für-Schritt-Anleitungen zur Installation und Nutzung von Flowise.Erstellung und Einsatz von KI-Agenten für verschiedene Aufgaben: Entwicklung von kreativen Schreibern, Social-