ammopy,Amr Muhammad,github

Hi there 👋

I like building stuff to detect stuff! Leveraging data and analytics to deliver real insights, empower people, challenge constructively and build an enduring relationship with all stakeholders.

Explore my artefacts here or there: YouTube, Kaggle and find more about me there LinkedIn

ForYou

Title	Description	Link
All of Natural Language Processing	Solid Intro to NLP concepts using pre-trained MPNET model for Semantic Search task matching questions to their correct answers!	leaderboard, code
All of Machine learning	Solid Intro to ML concepts using different methods to calculate Linear regression coefficients!	code
Mixed Naive Bayes Algorithm	Implementing Naive Bayes algorithm from scratch in Python; A single model for both Categorical & Numeric data	vid, code
Identifying and Measuring Risk	Learn about Probability distributions; performing risk assessment and Monte Carlo simulation in Python	vid, code
Exploratory Data Analysis Tutorial	Step by step Exploratory Data Analysis tutorial	vid, code
Regression Linear Algebra POV	Learn how Linear Regression Model works and the Mathematics behind it	vid, code
Statistics For Machine learning	Learn to apply Statistical Inference (Frequentist), test assumptions and draw conclusions	vid, code
Assessing Machine Learning Models	Exploring several classification metrics and related interpretations	vid - Accuracy, vid - Recall, vid - Precision, vid - Confusion Matrix, code
Beyond Modeling	Example for deploying Machine Learning models using Flask	code
Natural Language Processing for Fraud Investigations	Processing Emails for leads that would be helpful in a Fraud Investigation - Real Case Study using public data	code
Data Visualization	Collection of different data visualization techniques using Seaborn and Matplotlib modules	code

Courses

Title	From	Link
Mathematics for Machine Learning and Data Science Specialization	DeepLearning.AI	Certificate
Google Advanced Data Analytics Specialization	Google	Certificate