curiousily / Machine-Learning-from-ScratchLinks
Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
☆184Updated 2 years ago
Alternatives and similar repositories for Machine-Learning-from-Scratch
Users that are interested in Machine-Learning-from-Scratch are comparing it to the libraries listed below
Sorting:
- 15+ Machine/Deep Learning Projects in Ipython Notebooks☆146Updated 5 years ago
- Learning Statistics is one of the most Important step to get into the World of Data Science and Machine Learning. Statistics helps us to …☆185Updated last year
- A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python☆146Updated 7 months ago
- The accompanying code for the book "Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits". A practical guide to imp…☆133Updated last month
- Data Cleaning and Exploration with Machine Learning☆54Updated last month
- A complete A-Z guide to Machine Learning and Data Science using Python. Includes implementation of ML algorithms, statistical methods, an…☆46Updated this week
- This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJ…☆265Updated 2 years ago
- A data science project to predict whether a transaction is a fraud or not.☆200Updated 8 months ago
- Various projects in Linear Regression, Logistic Regression, k Nearest Neighbors, Decision Trees, Random Forests, SVM☆142Updated 2 years ago
- Hands-On Data Preprocessing in Python, published by Packt☆203Updated last month
- Tensorflow Advanced Technique Specialization☆89Updated 4 years ago
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆123Updated 4 years ago
- Coursera Guided Projects 2021☆59Updated 3 years ago
- Solved end-to-end machine learning projects☆35Updated 2 years ago
- ☆136Updated 4 years ago
- Data Science Capstone Project Using Python and Tableau 10☆52Updated 2 years ago
- A repo for all the relevant code notebooks and datasets used in my Machine Learning tutorial videos on YouTube☆73Updated 3 years ago
- Machine Learning, Time Series & Survival Analysis. Develop working skills in the main areas of Machine Learning: Supervised Learning, Uns…☆71Updated 2 years ago
- In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calcul…☆231Updated 3 years ago
- A Collection of Data Science/ML Projects☆155Updated 2 years ago
- The repository will contain a list of projects which we will work on while reading the books of Natural Language Processing & Transformer…☆73Updated last year
- LLM Engineering CrashCourse☆101Updated last year
- Middlesex University Dubai: MSc Data Science. Modelling, Regression and Machine Learning track. Instructor: Dr. Ivan Reznikov☆79Updated 2 years ago
- Code repository for the online course Feature Engineering for Machine Learning☆404Updated last year
- Machine learning for beginner(Data Science enthusiast)☆125Updated 7 months ago
- A list of working examples of Data Science Use Cases and Applications by Industry☆64Updated 5 years ago
- A Machine Learning Project implemented from scratch which involves web scraping, data engineering, exploratory data analysis and machine …☆99Updated 2 years ago
- Preparation for Machine Learning Interview☆186Updated 11 months ago
- Collection of useful data science topics along with code and articles☆27Updated 3 years ago
- Time series forecasting of some Indian Restaurant☆30Updated 4 years ago