Beginner Data Science and Machine Learning resources

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Beginner Data Science and Machine Learning resources

By Data Science
Data Science: Introduction image

Understanding of Data Science Machine Learning : Data Driven Approach Artificial Intelligence v/s Machine Learning v/s Deep Learning Significance of Data Science in today’s digitally-driven world Applications of...

By Learning Factory
Solved Problem - Machine Learning - Regression - Error Computation image

This video by Dr. Smriti H Bhandari explains solution to Machine Learning Regression Problem. Given problem with actual and predicted output. Compute the error.

By Learning Factory
Solved Problem - Machine Learning - Regression - Evaluating Cost Function image

This video by Dr. Smriti H Bhandari explains how to compute cost function in regression for given parameter values.

By Data Science with Evanson
Introductory Data science image

Just an introduction. Get to learn the fundamentals of data science and using R programming as a tool for data analysis. Data Science is fun!

By Learning Factory
Solved Problem on Machine Learning Regression image

This video by Dr. Smriti H Bhandari explains solution to Machine Learning Regression Problem. Given problem with some questions based on the data, this video provides detailed solution with explanation. Consider the...

By kavita s
Introduction to Machine Learning image

This powerpoint presentation provides a brief overview of Machine Learning. Starting from data collection, the presentation describes various pre processing methods for data like data cleaning, handling missing values...

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FREE
By Aakash Verma
Sentiment Analysis of IMDb Reviews using Decision Tree and Multinomial Naive Bayes Models. image

In this project, we delve into the realm of sentiment analysis using machine learning techniques on the IMDb dataset. Our primary goal is to predict sentiment polarity—positive or negative—of movie reviews, employing...

By Uddesh Jari
Data Science cheat sheet - Bundle : Pandas, NumPy, Scikit-Learn, ML, SQL, Python, Git image

🚀 Launch Your Data Science Journey: Introducing the "Data Science Cheat Sheet - Bundle," your ultimate shortcut to mastering data science! 🔍 All-In-One Resource. 🎯 Tailored for all Data Science Students and...

By Aakash Verma
Predicting Insurance Costs with Machine Learning models. image

In this project, we embark on a data-driven exploration into the world of insurance cost prediction using advanced machine learning techniques. Our primary objective is to harness the power of three distinct regression...

By Aakash Verma
Predicting Casualties in Road Accidents: A Comparative Analysis using ML Models. image

In this project, we delve into the realm of road safety analytics, aiming to predict the number of casualties in road accidents using advanced machine learning techniques. Our primary objective is to harness the power...

By Aakash Verma
Predicting Car Recommendations from Reviews: A Comparative Analysis of ML models and NLP. image

In this project, we delve into the world of sentiment analysis and recommendation prediction by utilizing advanced machine learning techniques. Our primary objective is to predict car recommendations based on customer...

By Aakash Verma
Predicting Health Condition Labels using Machine Learning (Stress Detection). image

In this project, we embark on a data-driven exploration into the realm of healthcare analytics, aiming to predict health condition labels using advanced machine learning methodologies. Our primary objective is to...

By Aakash Verma
Predicting Agent Bonus in Insurance: A Comparative Analysis of Machine Learning Models image

In this project, we embark on a journey into the realm of predictive analytics within the insurance sector, focusing on the prediction of Agent Bonus using advanced machine learning techniques. Our primary objective is...

By Aakash Verma
Predicting Consumer Purchases using Machine Learning image

In this project, Our focus is on understanding the underlying factors that influence a consumer's choice to make a purchase, and we explore the predictive accuracy of three prominent machine learning models: Decision...

By Dr. Prerna's Computer Science(IT) Store
Machine Learning with Python - Classification using Supervised Algorithms,Visualization image

This project showcases the Classification using various ML Algorithms and Visualization of the data. It includes: Visualizing the data BoxPlot Histogram ScatterPlot Cross Tabulations Training and modeling...

By Dr. Prerna's Computer Science(IT) Store
Machine Learning With Python - Data Wrangling and Handling Numerical Data image

This project uses Python to clean the dataset. Here, the dataset has undergone data cleaning and is prepared for use with machine learning algorithms. It includes: Creating a Data Frame Describing the Data ...

By Prerna
Data Engineering Essentials: Comprehensive Study Notes image

Uncover the fundamentals of data engineering with our comprehensive study notes. Whether you're a working professional seeking a theoretical foundation, a beginner looking to dive into the world of data engineering, or...

By Ammar Ahmad Khan
Detailed Handwritten Notes on Artificial Intelligence image

Full handwritten Artificial intelligence notes. Please feel free to contact me if you want to learn anything.

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50 USD
By Pocket Portal Academy
Basic Python with Libraries – Math, Numpy, Pandas, Matplotlib, Seaborn and textblob image

For those who have never used Python before, this fast start guide offers a starting point for exploring the world of machine and deep learning. It presents fundamental Python fundamentals, including mathematical...

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10 USD
By Rahul Navale
Machine Learning with Python image

Machine Learning Algorithms: 1.Linear Regression 2.Logistic Regression 3.KNN 4.SVM 5.DT 6.RF A machine learning model is a program that can find patterns or make decisions from a previously unseen dataset. For...