madhustat Goto Github PK

advanced-ensemble-learning

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

basic-python-course

The Course includes all the basic concepts of Python. Python Programming Language is one of the most trending programming languages in the world currently due to it's large applications in different domains and technologies. Python is the first choice for Data Science, Machine Learning, Deep Learning, Computer Vision, Block chain etc.,

data-science--cheat-sheet

Cheat Sheets

data-science-projects

Collection of data science projects in Python

data-science-tutorials

Data Science Tutorials

deep-learning

efficient-python-for-data-scientists

explainable-ai-shap

feature-matching-using-sift-and-surf

fraud-detection-in-insurace-claims

This is a very Important part of Data Science Case Study because Detecting Frauds and Analyzing their Behaviours and finding reasons behind them is one of the prime responsibilities of a Data Scientist. This is the Branch which comes under Anamoly Detection.

fraud-detection-in-online-transactions

Detecting Frauds in Online Transactions using Anamoly Detection Techniques Such as Over Sampling and Under-Sampling as the ratio of Frauds is less than 0.00005 thus, simply applying Classification Algorithm may result in Overfitting

hyperparameter-optimization

insurance-claim-prediction

In this Data set we are Predicting the Insurance Claim by each user, Machine Learning algorithms for Regression analysis are used and Data Visualization are also performed to support Analysis.

machine-learning-algorithms-with-pyspark

In this Complete process in machine learning is discussed and done with pyspark .

math-for-data-science

Math for Data Science

model-deployment

This playlist covers model deployment covered as part of course in YouTube - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5PlN1jwOB3jVZE6nYTVswk

multi_label_dress_type_classification

Deep Learning model to detect the type of dress (Multi Label)

pandas-tutorial

pyspark-examples

Pyspark RDD, DataFrame and Dataset Examples in Python language

pyspark-examples_2

Code examples on Apache Spark using python

shap

A game theoretic approach to explain the output of any machine learning model.

so-many-pyspark-examples

Spark and Python (PySpark) Examples

spark-ml-deployment

text-summarization