Mohcine Madkour's starred repositories

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ShortCourseParamSurvival

Short course on parametric survival analysis

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awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

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talks

Presentations other than book club meetings

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machinelearning

Machine Learning Introduction

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ml_lecture

intro to ML

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devrel

This repository contains the notebooks and presentations we use for our Databricks Tech Talks

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Churn-Prediction-and-Analysis

Extracted live tweets of customers by using Twitter APIs to create automatic rule-based churn detection algorithm for Verizon, AT&T and T-Mobile.

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data-science

Lecture Slides for Introduction to Data Science

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lectures

Introduction to Data Science

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A-B-Hypothesis-Testing

Data science for business insights.

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survival-analysis-lifeline-basics

An example showing how survival analysis can be used in a business context

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Applications-of-AI-for-Predictive-Maintenance

Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.

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Data-science

Collection of useful data science topics along with articles, videos, and code

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human-learn

Natural Intelligence is still a pretty good idea.

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Data-Science-Projects

Explore my diverse collection of projects showcasing machine learning, data analysis, and more. Organized by project, each directory contains code, datasets, documentation, and resources. Dive in, to discover insights and techniques in data science. Reach out for collaborations and feedback.

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Market-Basket-Analysis-in-python-live-training

Live Training: Market Basket Analysis in Python

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Marketing-and-retail-analysis-Market-basket-analysis

The project involves conducting a thorough analysis of Point of Sale (POS) Data for providing recommendations through which a grocery store can increase its revenue by popular combo offers & discounts for customers.

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Instacart-Market-Basket-Analysis

This repository is for the capstone project-Instacart Market Basket Analysis. It consists of data cleaning, exploratory data analysis,data visualization and machine learning algorithms developed for the project.

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REMA_Dubai

Real Estate Market Analysis in Dubai

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practicum

A collection of 15 detailed data science projects which were completed in a span of 4 months.

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python-business-analytics

Python solutions to solve practical business problems.

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Exploratory-Data-Analysis-EDA-and-PreProcessing

First hands on EDA and Preprocessing on a few data sets. Python Notebook is included. Please use Kaggle or Google Colab for better viewing.

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EDA-in-Python

Exploratory Data Analysis Theory and Python Code

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Exploratory-Data-Analysis

Find out the reasons of high Claimants (Benefits) count in Birmingham County-UK over the last 10 Years

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Analytic-Projects-in-Python-EDA

There are several exploratory data analysis (EDA) analyzes in this file. More data analytics and business approached than machine learning.

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eda-python-examples

Consists all the try outs and assignments in AIML program of great lakes

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Hands-on-Exploratory-Data-Analysis-with-Python

Hands-on Exploratory Data Analysis with Python, published by Packt

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randomForestRules

Get rules from the random forest

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