free_courses.csv

Course_Title,Description,Link,Duration,Instructor
Framework to Choose the Right LLM for your Business,"This course provides a comprehensive framework for selecting the right LLM for your business. Learn to evaluate LLMs based on accuracy, cost, scalability, and more, while exploring real-world applications to make informed, strategic AI decisions.",https://courses.analyticsvidhya.com/courses/choosing-the-right-LLM-for-your-business,1 hours,Rohan Rao - Principal Data Scientist
Improving Real World RAG Systems: Key Challenges & Practical Solutions,"Master key challenges in real-world Retrieval-Augmented Generation (RAG) systems. Explore practical solutions, advanced retrieval strategies, and agentic RAG systems to improve context, relevance, and accuracy in AI-driven applications.",https://courses.analyticsvidhya.com/courses/improving-real-world-rag-systems-key-challenges,1 hours,"Dipanjan Sarkar - Head of Community and Principal AI Scientist, Analytics Vidhya"
Building Smarter LLMs with Mamba and State Space Model,"Master Mamba's selective state space model for LLMs. Discover key components like the Mamba block, optimizing sequence modeling with efficient, scalable training and inference, surpassing traditional Transformers.",https://courses.analyticsvidhya.com/courses/building-smarter-llms-with-mamba-and-state-space-model,3 hours,Maarten Grootendorst - Senior Clinical Data Scientist
Generative AI - A Way of Life - Free Course,"Embark on a journey into Generative AI for beginners. Learn AI-powered text and image generation, use top AI tools, and explore industry applications. Gain practical skills, understand ethical practices, and master prompting techniques",https://courses.analyticsvidhya.com/courses/genai-a-way-of-life,6 hours,"Apoorv Vishnoi, Head - Training Vertical, Analytics Vidhya"
Getting Started with Large Language Models,Embarking on a journey into Large Language Models (LLMs) can be seamless with the right approach. This course offers an optimal pathway to delve into the intricacies of natural language processing and model training.,https://courses.analyticsvidhya.com/courses/getting-started-with-llms,1.2 hours,"Kunal Jain, Founder & CEO, Analytics Vidhya"
Building LLM Applications using Prompt Engineering - Free Course,"This free course offers a comprehensive guide on building LLM applications, mastering prompt engineering, implementing best practices, and developing chatbots using enterprise data using advanced techniques like few-shot or one-shot prompting",https://courses.analyticsvidhya.com/courses/building-llm-applications-using-prompt-engineering-free,2.1 hours,"Kunal Jain, Founder & CEO, Analytics Vidhya"
MidJourney: From Inspiration to Implementation - Free Course,nderstand the fundamentals of the famous image generation tool - Midjourney in this free course. You will learn the various components of Midjourney and how to use it to bring your imaginations to real world.,https://courses.analyticsvidhya.com/courses/midjourney_from_inspiration_to_implementation,33 minutes,"Sandeep Singh, Expert Senior Director, Bain & Company"
Building Your first RAG System using LlamaIndex - Free Course,Dive into the sea of Retrieval Augmented Generation with this free course that will help you build your first RAG model with the popular LlamaIndex.,https://courses.analyticsvidhya.com/courses/building-first-rag-systems-using-llamaindex,1.1 hours,"Prashant Sahu, Ph.D IIT Bombay; Data Science Manager, Analytics Vidhya"
Exploring Stability.AI - Free Course,"Explore Stability.AI with this free course providing hands-on experience. Learn to deploy SD WebUI, use Automatic WebUI on RunPod GPU environments, and master installation, setup, generation, and customization of SD.",https://courses.analyticsvidhya.com/courses/exploring-stability-ai,1 hours,"Sandeep Singh, Expert Senior Director, Bain & Company"
Introduction to AI & ML,"Artificial Intelligence (AI) and Machine Learning (ML) are changing the world around us. From functions to industries, AI and ML are disrupting how we work and how we function. Get to know all about the different facets of AI and ML in this course.",https://courses.analyticsvidhya.com/courses/introduction-to-ai-ml,2 hours,"Kunal Jain, Founder & CEO, Analytics Vidhya"
Introduction to Python,"Power up your career with the best and most popular data science language, Python. Leverage your Python skills to start your Data Science journey. This course is intended for beginners with no coding or Data Science background.",https://courses.analyticsvidhya.com/courses/introduction-to-data-science,1 hours,abc
Machine Learning Certification Course for Beginners,"In this free machine learning certification course, you will learn Python, the basics of machine learning, how to build machine learning models, and feature engineering techniques to improve the performance of your machine learning models.",https://courses.analyticsvidhya.com/courses/Machine-Learning-Certification-Course-for-Beginners,6 hours,"Kunal Jain, Founder & CEO, Analytics Vidhya"
The Working of Neural Networks - Free Course,Kickstarting your career in the field of Deep Learning can be made easy with the right guide. This course will serve as a learning path to help beginners navigate through the complex terrain of Deep Learning.,https://courses.analyticsvidhya.com/courses/The%20Working%20of%20Neural%20Networks,x hours,abc
Understanding Linear Regression - Free Course,Linear Regression is one of the foundational algorithms used in the industry to make predictions for regression problems. In this free course let us understand Linear Regression using a Business Case Study,https://courses.analyticsvidhya.com/courses/free-understanding-linear-regression,1 hours,abc
Building a Text Classification Model with Natural Language Processing - Free Course,"Explore the essentials of NLP with our comprehensive course! Learn text classification, NLP models with PyTorch, and real-world applications. Perfect for beginners and professionals alike, dive into AI-driven text analysis and hands-on projects.",https://courses.analyticsvidhya.com/courses/free-building-textclassification-natural-language-processing,70 minutes,"Apoorv Vishnoi, Head - Training Vertical, Analytics Vidhya"
The A to Z of Unsupervised ML - Free Course,Get ahead of the crowd with this free course on Unsupervised Machine Learning Models. We will be covering popular clustering algorithms and DBSCAN and show you its applications on a real-world business problem.,https://courses.analyticsvidhya.com/courses/free-unsupervised-ml-guide,52 minutes,abc
Data Preprocessing on a Real-World Problem Statement - Free Course,Kickstarting your career in Data Science can be easy with the right guide. This free course will serve as the perfect path to help beginners navigate the complex terrain of Data Preprocessing and prepare any data for modelling.,https://courses.analyticsvidhya.com/courses/data-preprocessing,1 hours,abc
Introduction to Business Analytics,Business analytics is thriving and so is its role in forward-thinking organizations around the world. The demand for business analytics professionals is growing multifold - and now is the time to start working towards your desired career.,https://courses.analyticsvidhya.com/courses/introduction-to-analytics,1 hours,"Kunal Jain, Founder & CEO, Analytics Vidhya"
Microsoft Excel: Formulas & Functions,"Microsoft Excel is still the tool of choice in the industry when it comes to performing data analysis, thanks to its incredible depth and array of formulas and functions. This course covers a wide range of Excel formulas, including LookUp Functions!",https://courses.analyticsvidhya.com/courses/microsoft-excel-formulas-functions,3 hours,abc
Tableau for Beginners,"Tableau is the tool of choice for business intelligence, analytics and data visualization experts. Learn how to use Tableau, the different features of Tableau, and start building impactful visualization using this Tableau tutorial!",https://courses.analyticsvidhya.com/courses/tableau-for-beginners,15 minutes,abc
Loan Prediction Practice Problem (Using Python),Discover the Secrets to Implementing Generative AI Successfully,https://courses.analyticsvidhya.com/courses/reimagining-genai-common-mistakes-and-best-practices-for-success,1 hours,Shahebaz Mohammad - Applied Machine Learning Engineer at Snorkel AI
A Comprehensive Learning Path to Become a Data Analyst in 2025,"Want to become a data analyst this year, but confused about where to start and what to follow? This comprehensive learning path from Analytics Vidhya should provide you with all the answers you need!",https://courses.analyticsvidhya.com/courses/twitter-sentiment-analysis,2 hours,"Kunal Jain, Founder & CEO, Analytics Vidhya"
Anyone can Build AI Agents - Free Course,"Dive into the world of AI with ease! This short and engaging course introduces the exciting possibilities of creating AI agents using no-code platforms. Whether you're new to AI or just curious, we've designed this course to be beginner-friendly.",https://courses.analyticsvidhya.com/courses/your-ultimate-guide-to-becoming-an-agentic-ai-expert-by-2025,3.5 hours,"Apoorv Vishnoi - Head of Training, Analytics Vidhya"
Creating Problem-Solving Agents using GenAI for Action Composition,Discover how Generative AI is revolutionizing Agentic AI systems to solve complex real-world problems.,https://courses.analyticsvidhya.com/courses/creating-problem-solving-agents-using-genai-for-action-composition,1 hours,Vikas Agrawal - Senior Principal Data Scientist at Oracle Analytics Cloud
Introduction to Natural Language Processing,"Natural Language Processing (NLP) is the art of extracting information from unstructured text. This course teaches you basics of NLP, Regular Expressions and Text Preprocessing.",https://courses.analyticsvidhya.com/courses/Intro-to-NLP,5 hours,abc