Mohamed Nijadi's Projects
Classifying income types by demographic, social and economical characteristics
Building a bot for scraping Amazon audible books with Python and Selenium
Analyzing the state of different species in National Parks to see which ones are most threatened
Desktop Gui application in java and javafx for rating books and writing reviews
Codecademy step by step projects for building console applications in java, and data analysis using python and r
Using classification technics for detecting frauds on credit cards
Using the Attention mechanism to convert custom human readable dates to a standardized format
Jupyter notebooks for the code samples of the book "Deep Learning with Python" 2nd edition
Using GloVe word embeddings to build an emojifier on short texts
Solving the customer churn problem for an energy company, to improve revenue and achieve high user retention, using Python libraries (Pandas, Scikit Learn) and Tableau
Hand signs digits classification with CNNs using Keras' Functional API
Building a U-Net architecture like model for image segmentation on a self driving car dataset
Classfying iris species
Predicting life expectancy based on socio-economic factors
Forecasting market indices timeseries data with ts algorithms (arima, sarima, garch, etc.)
Profile presentation repo
Transfer learning with MobileNetV2
ThinkAI hackathon, 05/05/2023, NLP challenge winner solution: fine tuning NLP models in order to generate ads in the Moroccan context
Scraping movies data using Python and Beautifulsoup
Implementing the major building blocks of neural networks and deep learning from scratch using Python and NumPy
Building a classification model on ok-cupid users data for profile matching
End to end big data engineering project, using Scrapy, Hadoop, Hive and Superset.
Performing statistical analysis, EDA, visualization, feature engineering, supervised and unsupervised learning and deep learning algorithms, with experiment tracking
Hand signs digits classification using the ResNet50 architecture
Smiling faces classification with CNNs using Keras's Sequantial API
Synthesizing custom dataset and Implementing a deep learning algorithm for trigger word detection using Conv1D and GRU
Building a twitter scrolling bot with Python and Selenium
Set of web design projects using html, css and vanilla javascript for manipulating Dom
Loading pre-trained GloVe word embeddings and using them for solving common word analogy problems
Road objects detection using the YOLO model
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent