Mostafa Saleh's repositories
Stroke-Prediction-using-Pyspark
Data preparation, visualization, and feature engineering and classification of people have stroke using pyspark libraries
Gamma-Gamma-Distribution
Probability Distribution of Gamma-Gamma Function
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Courses-Recommendation-System
Scraping Courses details from Udacity and Udemy Platforms using udemy API and BeautifulSoup, then predict price of course based on some features using SGD algorithm.
Deep-Learning-Practices
Use Tensorflow to build different Neural Networks architecture
Fantasy-Premier-League-Dashboard
Fantasy Premier League Dashboard
Java-Practices
Java fundamentals, OOP, Threds, inner classes, and small projects
Machine-Learning-Algorithms-Implementation
Implementation from scratch supervised and unsupervised ML algorithms.
Machine-Learning-Practices
Demos of different machine learning algorithms
Optimizers-Implementation
Implementing Machine Learning Optimizers from scratch. Such as (Batch, mini-batch, Stochastic Gradient Descent, AdaGrad, Momentum, RMS-Prop, NAG, and Adam)
PID-Controller
Implementation of PID Controller using Arduino C++
Probability-of-False-Alarm
probability of false alarm using Matlab with different distributions.
Problem-Solving-using-Python
Implementation different algorithms like BFS, DFS, Sorting, Searcing...etc
PySpark-Practices
How to use Pyspark libraries with real data
Python-Practices
Python codes of 6.0001 Introduction to Computer Science and Programming in Python [MIT Course]
Recommender-Systems
Build Rank-Based, Knowledge-Based, Content-Based, and Neighborhood CF Recommendation using IMDb dataset
smax
SMAX Scripts
Titanic-Survival-Predection-using-Sklearn
Data preparation, visualization and feature engineering and classification of survival people
Titanic-Survival-Prediction-using-Pyspark
Data preparation, visualization and feature engineering and classification of survival people using pyspark libraries
Wuzzuf-jobs
Wuzzuf data analysis, visualization and apply k-Mean algorithm using Spark-java
Wuzzuf-Scraping
Wuzzuf Scraping and data analysis using selenium for jobs with title Machine learning Engineer