Blame for updated_courses.csv

Course Title,Duration,Number of Lessons,Course Link,Description,Course Type,Rating,Level,Duration (Minutes)
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,,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,,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,,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,,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,,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,,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,,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,,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,,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,,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,,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,,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