Ashishkumar Rana's repositories
Forest-Fire-Prediction
Algerian Forest Fire Prediction
Predicting-heart-disease-using-machine-learning-Logistic-Regression-
This notebook looks into various machine learning library using Python and data science libraries in an attempt to build a machine learning model. Predicting whether a person has heart disease or not based on their medical attributes.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
ashishrana1501
Config files for my GitHub profile.
Feature-Engineering
This particular notebook consist of all the Feature Engineering technique and Feature Transformation technique
Feature-Selection-and-Feature-Imporatnace
This Particular repository contains different types of Feature Selection technique.
100_Days_MLDL
Hello Data Enthusiast! I will be updating my 100-day Journey here along with detailed Code Files Starting from Essential Libraries to Advanced Machine Learning and Deep Learning Algorithm Theory with Implementation. Save for Later ⭐ Happy Learning :)
Awesome--Data-AI-careers-Roadmaps
A curated list of roadmaps covering different skills data science & AI careers and skills
Awesome-Data-Science-Resoruces
A curated list of data science educational resources for essential data science skills
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Data-Science-Interview-Preperation-Resources
Resoruce to help you to prepare for your comming data science interviews
Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
free_r_tips
Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every week.
Getting-Started-with-Generative-AI
A curated list of articles and tutorials to start with and understand generative AI
learning-data-science
Curated collection of awesome resources and tutorials for mastering Data Science, Machine Learning, Deep Learning, and Python.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
llms
Large Language Models: In this repository Language models are introduced covering both theoretical and practical aspects.
Machine-Learning-Algorithms
This particular repository consist of all Machine Learning Supervised and Unsupervised Algorithms along with Practical Implementation
Mushroom-Classification
This is the Mushroom Classification project based on Supervised machine learning problem statement. The problem statement is classify the class of Mushroom into edible and piousness.
PCA-and-Factor-Analysis
In this particular repository PCA and Factor Analysis is performed on Life Expectancy(WHO) data. Inorder to determine the important factor that affect the life Expectancy. Also it include how Immunization, Socio Economic and Health affect the life Expectancy.
Practical-Machine-Learning
Practical machine learning notebook & articles covers the machine learning end to end life cycle.