Mamta Kumari's repositories
Data-Science-Projects
Collection of data science projects in Python
mathematics-statistics-for-data-science
Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.
StrataScratch
SQL Practice https://www.stratascratch.com/
freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
PizzaSalesEDA
This repository will contain my exploratory data analysis on the sales of pizza
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
analytics
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
Udacity-Data-Engineering-Projects
Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.
unicorn
Unicorn companies dataset from Maven Analytics.
Data-Engineering-Projects
Personal Data Engineering Projects
DataEngineeringProject
Example end to end data engineering project.
awesome-opensource-data-engineering
An Awesome List of Open-Source Data Engineering Projects
beginner_de_project
Beginner data engineering project - batch edition
93_Python_Data_Analytics_Projects
This repository contains all the data analytics projects that I've worked on in python.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
DataAnalystPortfolioProjects
This repository contains my Data Analytics portfolio projects ranging from SQL, Python, Tableau, Excel, and Hadoop (HiveQL).
HR-Analytics-Tableau
In this project there is a data which consist of jobs in market from which insights are drawn which can be useful for HR department to work on and to gain knowledge about the recruitment process of the market.
Sri-Lanka-Dengue-Status-Evaluation-Visualization
This is a exploatory data analysis & visualization project about dengue status in sri lanka done by using python & tableau
CovidAnalysis
Analyzing KPIs in Covid-19 cases using SQL, Python and Tableau
Tableau-Projects
Learnt Data Visualization and Data Analytics with Tableau by solving 3 Realistic Analytics Projects.
IMDB-Analysis
This repository contains analysis of IMDB data from multiple sources and analysis of movies/cast/box office revenues, movie brands and franchises.
TweetSense
Sentiment analysis of live Twitter Stream
Temperature-Aware-Linux
A temperature-aware application for creating a temperature-aware variant of the linux OS