courses_data.csv

title,rating,lessons,price,description
Framework to Choose the Right LLM for your Business,-1,6 Lessons,Free,A guide to selecting the appropriate large language model (LLM) tailored to business needs.
Improving Real World RAG Systems: Key Challenges & Practical Solutions,-4,12 Lessons,Free,Focuses on enhancing retrieval-augmented generation (RAG) systems by addressing common challenges and offering practical solutions.
Building Smarter LLMs with Mamba and State Space Model,No rating,14 Lessons,Free,Explores advanced techniques for developing more intelligent large language models using Mamba and state space modeling.
Generative AI - A Way of Life - Free Course,-10,31 Lessons,Free,"An introductory course on generative AI, covering its applications and impact on daily life."
Getting Started with Large Language Models,-22,18 Lessons,Free,A foundational course designed to help learners understand and work with large language models.
Building LLM Applications using Prompt Engineering - Free Course,-8,18 Lessons,Free,Teaches how to create applications utilizing large language models through effective prompt engineering techniques.
MidJourney: From Inspiration to Implementation - Free Course,-2,5 Lessons,Free,Guides learners from conceptualizing ideas to implementing them using MidJourney tools.
Building Your first RAG System using LlamaIndex - Free Course,-9,12 Lessons,Free,A practical course on constructing a retrieval-augmented generation system with LlamaIndex.
Exploring Stability.AI - Free Course,-2,7 Lessons,Free,"An overview of Stability.AI, focusing on its features, capabilities, and applications in AI development."
Introduction to AI & ML,-190,17 Lessons,Free,"Provides a comprehensive introduction to artificial intelligence (AI) and machine learning (ML), covering fundamental concepts and techniques."
Introduction to Python,-1580,69 Lessons,Free,"A beginner-friendly course that covers the essentials of Python programming, including syntax, data types, and basic functions."
Machine Learning Certification Course for Beginners,-533,261 Lessons,Free,"An extensive course aimed at beginners in machine learning, covering a wide range of topics and practical applications."
The Working of Neural Networks - Free Course,No rating,11 Lessons,Free,"Explains the principles behind neural networks, including architecture, functioning, and applications."
Understanding Linear Regression - Free Course,-3,10 Lessons,Free,"A course focused on linear regression techniques, including theory, implementation, and real-world applications."
Building a Text Classification Model with Natural Language Processing - Free Course,-1,16 Lessons,Free,Teaches how to develop a text classification model using natural language processing (NLP) techniques.
The A to Z of Unsupervised ML - Free Course,No rating,13 Lessons,Free,Covers unsupervised machine learning methods from basic concepts to advanced applications.
Bagging and Boosting ML Algorithms - Free Course,No rating,16 Lessons,Free,An exploration of ensemble learning techniques like bagging and boosting in machine learning.
Data Preprocessing on a Real-World Problem Statement - Free Course,-3,13 Lessons,Free,Focuses on data preprocessing techniques applied to real-world datasets for better model performance.
Introduction to Business Analytics,-424,32 Lessons,Free,"Introduces key concepts in business analytics, including data analysis methods and decision-making processes."
Microsoft Excel: Formulas & Functions,-390,33 Lessons,Free,Teaches essential Excel formulas and functions for data analysis and management tasks.
Tableau for Beginners,-240,17 Lessons,Free,"An introductory course on Tableau, focusing on data visualization techniques and dashboard creation."
Loan Prediction Practice Problem (Using Python),-358,16 Lessons,Free,Provides hands-on experience in building predictive models for loan approval using Python.
Twitter Sentiment Analysis,-127,18 Lessons,Free,Guides learners through the process of analyzing sentiment from Twitter data using various NLP techniques.
Introduction to Web Scraping using Python,-96,13 Lessons,Free,An introductory course on web scraping techniques using Python libraries to extract data from websites.
Big Mart Sales Prediction Using R,-80,19 Lessons,Free,Focuses on building predictive models in R for forecasting sales at Big Mart stores based on historical data.
Time Series Forecasting using Python,-209,22 Lessons,Free,Teaches methods for forecasting time series data using Python programming techniques.