Course Title stringlengths 21 70 | Duration stringlengths 7 10 | Number of Lessons int64 5 300 | Course Link stringlengths 32 143 | Description stringlengths 43 114 | Course Type stringclasses 1
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Introduction to AI & ML | 1.5 Hours | 17 | https://courses.analyticsvidhya.com/courses/introduction-to-ai-ml?ref=new_page_ML | A beginner-friendly course covering basic AI and ML concepts | FREE | 4.8 | Beginner | 90 |
Machine Learning Certification Course for Beginners | 5.5 Hours | 140 | https://courses.analyticsvidhya.com/courses/Machine-Learning-Certification-Course-for-Beginners?ref=new_page_ML | A comprehensive machine learning course for beginners | FREE | 4.8 | Beginner | 330 |
Understanding Linear Regression - Free Course | 50 Mins | 10 | https://courses.analyticsvidhya.com/courses/free-understanding-linear-regression?ref=new_page_ML | Learn the fundamentals of linear regression | FREE | null | Beginner | 50 |
Fundamentals of Regression Analysis | 40 Mins | 24 | https://courses.analyticsvidhya.com/courses/Fundamentals-of-Regression-Analysis?ref=new_page_ML | Deep dive into regression analysis techniques | FREE | null | Intermediate | 40 |
K-Nearest Neighbors (KNN) Algorithm in Python and R | 30 Mins | 10 | https://courses.analyticsvidhya.com/courses/K-Nearest-Neighbors-KNN-Algorithm?ref=new_page_ML | Understanding and implementing KNN in Python and R | FREE | null | Beginner | 30 |
Getting started with Decision Trees | 60 Mins | 20 | https://courses.analyticsvidhya.com/courses/getting-started-with-decision-trees?ref=new_page_ML | A hands-on introduction to decision trees in ML | FREE | null | Beginner | 60 |
Naive Bayes from Scratch | 30 Mins | 16 | https://courses.analyticsvidhya.com/courses/naive-bayes?ref=new_page_ML | Learn the Naive Bayes algorithm from scratch | FREE | 4.6 | Advanced | 30 |
Evaluation Metrics for Machine Learning Models | 60 Mins | 25 | https://courses.analyticsvidhya.com/courses/evaluation-metrics-for-machine-learning-models?ref=new_page_ML | Learn various evaluation metrics used in machine learning | FREE | null | Beginner | 60 |
Dimensionality Reduction for Machine Learning | 30 Mins | 23 | https://courses.analyticsvidhya.com/courses/dimensionality-reduction-for-machine-learning?ref=new_page_ML | Understand the methods to reduce the number of features | FREE | null | Beginner | 30 |
Bagging and Boosting ML Algorithms - Free Course | 60 Mins | 16 | https://courses.analyticsvidhya.com/courses/bagging-boosting-ML-Algorithms?ref=new_page_ML | A course covering bagging and boosting algorithms | FREE | null | Beginner | 60 |
The A to Z of Unsupervised ML - Free Course | 52 Mins | 13 | https://courses.analyticsvidhya.com/courses/free-unsupervised-ml-guide?ref=new_page_ML | An overview of unsupervised learning methods | FREE | 4.6 | Intermediate | 52 |
Data Preprocessing on a Real-World Problem Statement | 60 Mins | 13 | https://courses.analyticsvidhya.com/courses/data-preprocessing?ref=new_page_ML | Learn how to preprocess data for real-world problems | FREE | null | Beginner | 60 |
Microsoft Excel: Formulas & Functions | 2.45 Hours | 32 | https://courses.analyticsvidhya.com/courses/microsoft-excel-formulas-functions?ref=new_page_popular | Learn essential Excel formulas and functions for data analysis and automation. | FREE | 4.8 | Beginner | 147 |
Introduction to Python | 60 Mins | 20 | https://courses.analyticsvidhya.com/courses/introduction-to-data-science?ref=new_page_popular | A beginner's guide to Python programming for data analysis and machine learning. | FREE | 4.8 | Beginner | 60 |
Machine Learning Certification Course for Beginners | 5.5 Hours | 140 | https://www.analyticsvidhya.com/ | A comprehensive course to get started with machine learning concepts and algorithms. | FREE | 4.8 | Beginner | 330 |
Improving Real-World RAG Systems: Key Challenges & Practical Solutions | 51 Mins | 12 | https://courses.analyticsvidhya.com/courses/improving-real-world-rag-systems-key-challenges?ref=new_page_popular | Understand the challenges and solutions in improving retrieval-augmented generation (RAG) systems. | FREE | 4.8 | Beginner | 51 |
Generative AI - A Way of Life - Free Course | 6 Hours | 30 | https://courses.analyticsvidhya.com/courses/genai-a-way-of-life?ref=new_page_popular | Learn how generative AI models like ChatGPT and DALL·E 3 are transforming industries. | FREE | 4.7 | Beginner | 360 |
Getting Started with Large Language Models | 60 Mins | 16 | https://courses.analyticsvidhya.com/courses/getting-started-with-llms?ref=new_page_popular | A hands-on introduction to large language models (LLMs) and their applications. | FREE | 4.5 | Beginner | 60 |
Building LLM Applications using Prompt Engineering - Free Course | 2 Hours | 17 | https://courses.analyticsvidhya.com/courses/building-llm-applications-using-prompt-engineering-free?ref=new_page_popular | Learn how to build applications using prompt engineering for large language models. | FREE | 4.6 | Beginner | 120 |
Getting Started with Decision Trees | 60 Mins | 20 | https://courses.analyticsvidhya.com/courses/getting-started-with-decision-trees?ref=new_page_popular | An introduction to decision trees and their role in machine learning. | FREE | 4.7 | Beginner | 60 |
Introduction to Natural Language Processing | 5 Hours | 20 | https://courses.analyticsvidhya.com/courses/Intro-to-NLP?ref=new_page_popular | Learn the fundamentals of NLP and its applications in AI and data science. | FREE | null | Beginner | 300 |
Tableau for Beginners | 15 Mins | 17 | https://courses.analyticsvidhya.com/courses/tableau-for-beginners?ref=new_page_popular | A quick guide to get started with Tableau for data visualization. | FREE | 4.6 | Beginner | 15 |
Data Science Hacks, Tips and Tricks | 30 Mins | 36 | https://courses.analyticsvidhya.com/courses/data-science-hacks-tips-and-tricks?ref=new_page_popular | Discover hacks and best practices for data science projects. | FREE | null | Beginner | 30 |
A Comprehensive Learning Path to Become a Data Scientist in 2024 | 2 Hours | 150 | https://courses.analyticsvidhya.com/courses/a-comprehensive-learning-path-to-become-a-data-scientist-in-twenty-twenty-four?ref=new_page_popular | A detailed learning path for aspiring data scientists covering essential topics. | FREE | 4.8 | Beginner | 120 |
Generative AI - A Way of Life - Free Course | 6 Hours | 30 | https://courses.analyticsvidhya.com/courses/genai-a-way-of-life?ref=new_page_GenAI | A course exploring AI-powered text and image generation, with tools like ChatGPT, Microsoft Copilot, and DALL·E 3. | FREE | 4.7 | Beginner | 360 |
Getting Started with Large Language Models | 60 Mins | 16 | https://courses.analyticsvidhya.com/courses/getting-started-with-llms?ref=new_page_GenAI | Learn the basics of large language models (LLMs) and their applications. | FREE | 4.5 | Beginner | 60 |
Building LLM Applications using Prompt Engineering - Free Course | 2 Hours | 17 | https://courses.analyticsvidhya.com/courses/building-llm-applications-using-prompt-engineering-free?ref=new_page_GenAI | A guide to building applications using prompt engineering for LLMs. | FREE | 4.5 | Beginner | 120 |
Building Your First RAG System using LlamaIndex - Free Course | 60 Mins | 12 | https://courses.analyticsvidhya.com/courses/building-first-rag-systems-using-llamaindex?ref=new_page_GenAI | Learn to build a retrieval-augmented generation (RAG) system using LlamaIndex. | FREE | 4.8 | Intermediate | 60 |
Improving Real-World RAG Systems: Key Challenges & Practical Solutions | 51 Mins | 12 | https://courses.analyticsvidhya.com/courses/improving-real-world-rag-systems-key-challenges?ref=new_page_GenAI | Understand the key challenges and practical solutions in improving RAG systems. | FREE | 4.8 | Beginner | 51 |
Creating Problem-Solving Agents using GenAI for Action Composition | 44 Mins | 6 | https://courses.analyticsvidhya.com/courses/creating-problem-solving-agents-using-genai-for-action-composition?ref=new_page_GenAI | Build problem-solving agents using Generative AI for task composition. | FREE | 4.7 | Beginner | 44 |
Framework to Choose the Right LLM for Your Business | 32 Mins | 5 | https://courses.analyticsvidhya.com/courses/take/choosing-the-right-LLM-for-your-business/lessons/58630591-conclusion?ref=new_page_GenAI | Learn how to select the right LLM model for your business needs. | FREE | 4.5 | Beginner | 32 |
Exploring Stability.AI | 60 Mins | 7 | https://courses.analyticsvidhya.com/courses/exploring-stability-ai?ref=new_page_GenAI | Explore Stability.AI and its contributions to AI systems. | FREE | 4.5 | Beginner | 60 |
MidJourney: From Inspiration to Implementation | 33 Mins | 5 | https://courses.analyticsvidhya.com/courses/midjourney_from_inspiration_to_implementation?ref=new_page_GenAI | Discover how to implement ideas using MidJourney, an AI-driven platform. | FREE | 4.6 | Intermediate | 33 |
Nano Course: Dreambooth-Stable Diffusion for Custom Images | 60 Mins | 13 | https://courses.analyticsvidhya.com/courses/nano-course-dreambooth-stable-diffusion-for-custom-images?ref=new_page_GenAI | Learn how to use Dreambooth with Stable Diffusion for custom image generation. | FREE | 4.6 | Advanced | 60 |
Nano Course: Building Large Language Models for Code | 38 Mins | 10 | https://courses.analyticsvidhya.com/courses/building-large-language-models-for-code?ref=new_page_GenAI | Learn how to build large language models tailored for coding. | FREE | 4.7 | Intermediate | 38 |
Nano Course: Cutting Edge LLM Tricks | 38 Mins | 12 | https://courses.analyticsvidhya.com/courses/cutting-edge-llm-tricks?ref=new_page_GenAI | Discover cutting-edge tricks for working with large language models. | FREE | 4.7 | Advanced | 38 |
Introduction to Natural Language Processing | 5 Hours | 20 | https://courses.analyticsvidhya.com/courses/Intro-to-NLP?ref=new_page_DL | Learn the basics of Natural Language Processing (NLP) and its applications. | FREE | 4.7 | Beginner | 300 |
Getting Started with Neural Networks | 70 Mins | 46 | https://courses.analyticsvidhya.com/courses/getting-started-with-neural-networks?ref=new_page_DL | An introductory course on neural networks, including architecture and applications. | FREE | 4.7 | Beginner | 70 |
Exploring Natural Language Processing (NLP) using Deep Learning | 4.15 Hours | 91 | https://courses.analyticsvidhya.com/courses/exploring-natural-language-processing-nlp-using-deep-learning?ref=new_page_DL | A deeper dive into NLP with deep learning techniques and real-world examples. | FREE | 4.6 | Intermediate | 249 |
Building a Text Classification Model with Natural Language Processing | 1.15 Hours | 16 | https://courses.analyticsvidhya.com/courses/free-building-textclassification-natural-language-processing?ref=new_page_DL | Learn how to build a text classification model using NLP techniques. | FREE | 4.7 | Intermediate | 69 |
Getting Started with Deep Learning | 8.5 Hours | 300 | https://courses.analyticsvidhya.com/courses/getting-started-with-deep-learning?ref=new_page_DL | A comprehensive guide to deep learning, covering neural networks and advanced topics. | FREE | 4.7 | Intermediate | 510 |
Building Your First Computer Vision Model | 34 Mins | 7 | https://courses.analyticsvidhya.com/courses/building-your-first-computer-vision-model?ref=new_page_DL | Learn how to build a simple computer vision model with practical examples. | FREE | 4.6 | Beginner | 34 |
Introduction to PyTorch for Deep Learning | 60 Mins | 28 | https://courses.analyticsvidhya.com/courses/introduction-to-pytorch-for-deeplearning?ref=new_page_DL | A beginner's guide to using PyTorch for deep learning model development. | FREE | 4.6 | Beginner | 60 |
Introduction to Cloud | 17 Mins | 7 | https://courses.analyticsvidhya.com/courses/introduction-to-cloud?ref=new_page_DL | Learn the basics of cloud computing and its applications in AI and ML. | FREE | 4.6 | Beginner | 17 |
Introduction to Python | 60 Mins | 20 | https://courses.analyticsvidhya.com/courses/introduction-to-data-science?ref=new_page_DA | Learn Python basics and fundamental concepts. | FREE | null | Beginner | 60 |
Pandas for Data Analysis in Python | 30 Mins | 25 | https://courses.analyticsvidhya.com/courses/pandas-for-data-analysis-in-python?ref=new_page_DA | Explore data manipulation and analysis using Pandas in Python. | FREE | null | Beginner | 30 |
Microsoft Excel: Formulas & Functions | 2.45 Hours | 32 | https://courses.analyticsvidhya.com/courses/microsoft-excel-formulas-functions?ref=new_page_DA | Master Excel formulas and functions to enhance your data skills. | FREE | 4.8 | Beginner | 147 |
Introduction to Data Visualization | 19 Mins | 6 | https://courses.analyticsvidhya.com/courses/introduction-to-data-visualisation?ref=new_page_DA | Learn the basics of visualizing data using various tools. | FREE | 4.7 | Beginner | 19 |
Introduction to Business Analytics | 57 Mins | 32 | https://courses.analyticsvidhya.com/courses/introduction-to-analytics?ref=new_page_DA | Get introduced to business analytics concepts and practices. | FREE | 4.6 | Beginner | 57 |
Tableau for Beginners | 15 Mins | 17 | https://courses.analyticsvidhya.com/courses/tableau-for-beginners?ref=new_page_DA | Learn how to use Tableau for data visualization and analysis. | FREE | 4.6 | Beginner | 15 |
Building Data Stories using Excel and Tableau | 9.2 Hours | 160 | https://courses.analyticsvidhya.com/courses/Building-Data-Stories-using-Excel-Tableau?ref=new_page_DA | A comprehensive guide to building data-driven stories with Excel and Tableau. | FREE | 4.7 | Beginner | 552 |
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