Top 6 Courses to learn Generative AI (Gen AI), LLM, and LangChain in 2024 — Best of Lot
My favorite Generative AI online courses to join in 2024, also include courses to develop LLM powered applications with LangChain
Hello guys, if you want to learn about Generative AI in 2024 and looking for best online courses then you have come to the right place. In the past, I have shared best AI courses, best ChatGPT courses and best courses to learn deep learning and today, I am going to share best online courses to learn AI .
If you are new, you must be thinking about what is Gen AI and why one should learn about Generative AI? What is the benefit? Does it offers job or does it improve productivity?
Well, Generative AI, often abbreviated as Gen AI, refers to a category of artificial intelligence models designed to generate new data (text, image) that is similar to a given set of input data.
These models can create text, images, music, code, and other forms of content. The most well-known examples include language models like OpenAI’s GPT-4, image generation models like DALL-E, and music generation models like Jukedeck.
Though, if you are in hurry and just need an online course to start with then I suggest you to join the Generative AI for Beginners course on Udemy to start with. You can get this course now for just $10 on biggest Udemy sale which is happening now.
Why Learn About Generative AI in 2024?
Now , let’s see few reasons why one should learn about Generative AI in 2024:
1. Growing Field with Vast Applications
Generative AI is one of the fastest-growing areas in technology with applications across numerous fields:
- Content Creation: Automating the generation of articles, reports, and creative writing.
- Design and Art: Creating images, videos, and music.
- Software Development: Assisting in coding , testing, and debugging. This is the main reason I am learning Gen AI. With so many AI tools like CoPilot and IntelliJIDEA plugin you can generate better code in quicker time.
- Healthcare: Generating medical reports and aiding in drug discovery.
- Marketing: Personalizing customer interactions and generating marketing copy.
2. High Demand for Skills
Proficiency in generative AI opens up numerous career opportunities. Companies are actively seeking experts in this field to innovate and maintain a competitive edge.
3. Innovation and Creativity
Generative AI can significantly enhance creativity by providing tools that help individuals and organizations create novel content quickly and efficiently.
In other words, if you don’t learn about Generative AI and these AI tools you will be left behind from your competitors and there will be a time when these skills will become essential skill to work as Programmer or Software developer
In short, Learning about generative AI is crucial due to its transformative impact on various industries, the growing demand for skilled professionals, and its potential to enhance creativity, productivity, and efficiency.
Whether you’re a professional looking to stay competitive in the job market, an entrepreneur seeking to innovate, or simply someone interested in the future of technology, understanding generative AI will be immensely beneficial and that’s where these online courses will help you.
Though, if you are in rush and just need a course to start with then I suggest you to join the Generative AI for Beginners course on Udemy to start with. You can get this course now for just $10 on biggest Udemy sale which is happening now.
6 Best Generative AI Courses to Learn LLM, LangChain and ChatGPT in 2024
Without any further ado, let’s jump into the list of best online courses to learn Generative AI. These courses are taken from Udemy, one of my favorite and most affordable online platform to learn technical skills like AI, Python, and Machine learning. You can join all of these courses for just $50, which is very little for the skills you will acquire
1. Generative AI for Beginners
This is one of the best online course to learn about Gen AI and
its key concepts such as Large Language Models (LLMs), embeddings, prompt engineering, and fine-tuning, which are fundamental to leveraging AI’s potential in various industry use cases.
In this course you will learn about how to implement ideas like automated content creation, personalized marketing, and intelligent customer service solutions can significantly enhance business operations.
You will also gain hands-on experience, such as creating a chatbot, provides practical insights into the application of these concepts.
As future trends point towards even more sophisticated AI models and applications, staying relevant in the post-GenAI world requires a continuous learning roadmap and joining a course like this certainly help.
Here is the link to join this course — Generative AI for Beginners
2. ChatGPT Complete Guide: Learn Midjourney, ChatGPT 4 & More
This is another Gen AI course on Udemy which you can join to learn about how to make effective use of various Gen AI tools like ChatGPT, Midjourney and others.
In this course you’ll master ChatGPT to create content, synthesize information, and accelerate your learning with effective prompt engineering.
You will also learn how to transform your creativity into paid work, generate fresh ideas, reach new audiences, and scale your projects using AI.
The course also provides tips to improve your productivity by achieving goals faster, managing time, prioritizing tasks, and crafting optimized daily schedules with ChatGPT.
Additionally, this course will help you improve your communication, leadership, problem-solving, and social skills with personalized feedback from ChatGPT.
The course also covers AI voice tools for generating speech and cloning your voice, AI video tools for creating avatars and generating social media content, and AI photo tools to add motion to images, enhancing your overall creative capabilities.
Here is the link to join this course — ChatGPT Complete Guide: Learn Midjourney, ChatGPT 4 & More
3. AWS Amazon Bedrock & Generative AI — Beginner to Advanced
If you are looking for a more technical course from developers perspective which not only just teach about existing Gen AI tools but also how to use Gen AI to create new tools then this course is for you.
In this comprehensive Gen AI course, you will learn the fundamentals of AI, Machine Learning, and Artificial Neural Networks, gaining a deep understanding of how Generative AI works and diving into Foundation Models.
The course provides s a detailed walkthrough of Amazon Bedrock, covering its console, architecture, pricing, and inference parameters. You’ll explore practical use cases such as generating movie poster designs for the Media and Entertainment Industry using API Gateway, S3, and the Stable Diffusion Foundation Model, and text summarization for the Manufacturing Industry with API Gateway, S3, and the Cohere Foundation Model.
This is also very project heavy and other projects include building a chatbot with Bedrock’s Llama 2 Foundation Model, Langchain, and Streamlit, developing an Employee HR Q&A App with Retrieval Augmented Generation (RAG) using Bedrock, Claude Foundation Model, Langchain, FAISS, and Streamlit, and creating a serverless e-learning app with Bedrock Knowledge Base, Claude FM, AWS Lambda, and API Gateway.
You’ll also learn to build a retail banking agent with Amazon Bedrock Agents and Knowledge Bases, and generate code using AWS CodeWhisperer and CDK in Typescript.
The GenAI Project Lifecycle modules cover all phases from use case selection, foundation model selection, prompt engineering, to fine-tuning models, with both theoretical knowledge and hands-on practice.
Additionally, the course provides refreshers on Python basics, AWS Lambda, and API Gateway. Overall one of the best Gen AI course for developers.
Here is the link to join this course — AWS Amazon Bedrock & Generative AI
4. 2024 Bootcamp: Generative AI + LLM App Development
This is another awesome course for developers who wants to learn Gen AI to create new tools and apps. In this course you will learn about the key applications of Large Language Models (LLMs) and how to develop an LLM application from scratch to a professional level.
The course covers the creation of multimodal and multi-agent LLM applications, examines the opportunities and threats of AI for businesses, startups, and jobs, and provides an in-depth look at Retrieval Augmented Generation (RAG) applications and advanced techniques.
You will also learn about managing LLM operations, including observability, evaluation, and testing, is also discussed.
The course also provides overview of the architecture of professional LLM applications, various AI agents, and both basic and advanced LangChain and LlamaIndex techniques.
As part of this course you’ll work with ChatGPT, OpenAI functions, and APIs, and delve into various LLMs like ChatGPT, Llama2, Mistral, and Falcon.
The course also covers vector databases such as Postgres, Pinecone, Chroma, FAISS, and DeepLake, and teaches you to build full-stack applications with Nextjs and FastAPI, deploy professionally on Vercel and Render, and provisionally on Streamlit.
Additionally, you’ll learn cloud hosting with AWS S3, principles of Responsible AI, and daily tools of an AI engineer including Jupyter Notebooks, Python, Terminal, GitHub, and Codespaces.
Overall a comprehensive course to learn Gen AI, AI tools, and how you can make use of Gen AI to create positive impact in 2024 .
Here is the link to join this course — 2024 Bootcamp: Generative AI + LLM App Development
5. Generative AI, from GANs to CLIP, with Python and Pytorch
This is the 5th and last Gen AI course in my list. Why 5? Well, I always find 5 is the right number to learn any technical skill in depth. I also learn better when I join multiple courses and learn from different instructors.
In this course, you will learn to code generative AI architectures from scratch using Python and Pytorch, gaining a deep understanding of how these architectures work, from GANs to multimodal AI, with a thorough exploration of every detail.
Each section starts with an in-depth review of key concepts, ensuring a solid theoretical foundation before diving into coding. It also contains practical examples including building a generative network that produces human faces and combining advanced networks to transform text prompts into stunning images.
You’ll also learn to edit a person’s clothing in a picture by integrating a segmentation architecture with the Stable Diffusion generative model.
Additionally, a special bonus section takes you on a journey into the latent space of a neural network, providing a detailed understanding of how these networks learn their mappings.
Another bonus section offers a guided visualization exercise to help you internalize the workings of generative models while enhancing your neural network knowledge
In short, one of the best course for anyone who want to master Gen AI to create their own Gen AI models
Here is the link to join this course — Generative AI, from GANs to CLIP, with Python and Pytorch
6. Generative AI For Beginners — Google Gemini & Google Cloud
Did I said the last course on the previous course? Well, it turned out there is another course which deserve a place in this list, and its none other than but from Ranga Karnam, one of my favorite Udemy instructor.
Having joined Ranga’s multiple courses on Java, Spring Boot, Microservices, and Cloud Computing, I was pleasantly surprised when I discovered his course on Gen AI and I must say I wasn’t disappointed.
This is a beginner level course to learn about Gen AI and suitable for technical and non-technical folks.
In this course, you’ll start by understanding the basics of Generative AI, exploring its various types and how they function. You’ll then deep dive into the mechanisms behind Generative AI and learn to apply this technology to solve real-world problems effectively.
The course also provides hands-on experience with Google’s advanced AI tools, including Bard, the PaLM API, and Google Cloud, teaching you how to create innovative generative AI content.
By the end, you’ll have a comprehensive understanding of Generative AI and the practical skills to harness its power using Google’s cutting-edge resources.
Here is the link to join this course — Generative AI For Beginners — Google Gemini & Google Cloud
That’s all about the best online courses to learn Generative AI in 2024. I have shared both beginner and advanced level courses so that you can join one beginner and one advanced to learn Gen AI in depth. All these courses are also very affordable and you can get it for just $10 now on Udemy Sale.
Even if you don’t have time to complete a Gen AI course, you can enroll now for a very low price and then complete later. I have already bought 50+ courses on Gen AI and other emerging technology.
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P. S. — If you are serious about moving into AI and Machine Learning field, I also suggest you learn Python, one of the most valuable skills when it comes to Machine Learning and AI. If you need resources, check out this list of the best Python courses to kick-start your journey.
