Pinned Repositories
adult-classification
Classifying income types by demographic, social and economical characteristics
adv-data-transformation-in-sql
Practicing Data Transformations with SQL
dates-translation
Using the Attention mechanism to convert custom human readable dates to a standardized format
emojify
Using GloVe word embeddings to build an emojifier on short texts
energy-company-customer-churn
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
moroccan-ads-generator
ThinkAI hackathon, 05/05/2023, NLP challenge winner solution: fine tuning NLP models in order to generate ads in the Moroccan context
neural-networks-from-scratch
Implementing the major building blocks of neural networks and deep learning from scratch using Python and NumPy
product-display-modeling
Performing statistical analysis, EDA, visualization, feature engineering, supervised and unsupervised learning and deep learning algorithms, with experiment tracking
twitter-scrolling-bot
Building a twitter scrolling bot with Python and Selenium
yolo-car-detection
Road objects detection using the YOLO model
mnijadi's Repositories
mnijadi/energy-company-customer-churn
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
mnijadi/moroccan-ads-generator
ThinkAI hackathon, 05/05/2023, NLP challenge winner solution: fine tuning NLP models in order to generate ads in the Moroccan context
mnijadi/dates-translation
Using the Attention mechanism to convert custom human readable dates to a standardized format
mnijadi/emojify
Using GloVe word embeddings to build an emojifier on short texts
mnijadi/neural-networks-from-scratch
Implementing the major building blocks of neural networks and deep learning from scratch using Python and NumPy
mnijadi/adult-classification
Classifying income types by demographic, social and economical characteristics
mnijadi/adv-data-transformation-in-sql
Practicing Data Transformations with SQL
mnijadi/amazon-audible-bot
Building a bot for scraping Amazon audible books with Python and Selenium
mnijadi/product-display-modeling
Performing statistical analysis, EDA, visualization, feature engineering, supervised and unsupervised learning and deep learning algorithms, with experiment tracking
mnijadi/twitter-scrolling-bot
Building a twitter scrolling bot with Python and Selenium
mnijadi/yolo-car-detection
Road objects detection using the YOLO model
mnijadi/biodiversity-analysis
Analyzing the state of different species in National Parks to see which ones are most threatened
mnijadi/codecademy-guided-projects
Codecademy step by step projects for building console applications in java, and data analysis using python and r
mnijadi/creditcard-fraud-detection
Using classification technics for detecting frauds on credit cards
mnijadi/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python" 2nd edition
mnijadi/hand-signs-digits-classification
Hand signs digits classification with CNNs using Keras' Functional API
mnijadi/image-segmentation
Building a U-Net architecture like model for image segmentation on a self driving car dataset
mnijadi/iris-classification
Classfying iris species
mnijadi/life-expectancy-estimation
Predicting life expectancy based on socio-economic factors
mnijadi/market-index-forecasting
Forecasting market indices timeseries data with ts algorithms (arima, sarima, garch, etc.)
mnijadi/mobilenet-transfer-learning
Transfer learning with MobileNetV2
mnijadi/movies-transcripts-with-beautifulsoup
Scraping movies data using Python and Beautifulsoup
mnijadi/okcupid-classification
Building a classification model on ok-cupid users data for profile matching
mnijadi/parliamentary-transparency-big-data-platform
End to end big data engineering project, using Scrapy, Hadoop, Hive and Superset.
mnijadi/python-for-data-engineering
Practicing data engineering aspects in Python
mnijadi/resnets-for-hand-signs-digits-classification
Hand signs digits classification using the ResNet50 architecture
mnijadi/smiley-face-classification
Smiling faces classification with CNNs using Keras's Sequantial API
mnijadi/trigger-word-detection
Synthesizing custom dataset and Implementing a deep learning algorithm for trigger word detection using Conv1D and GRU
mnijadi/web-design
Set of web design projects using html, css and vanilla javascript for manipulating Dom
mnijadi/word-embeddings-operations
Loading pre-trained GloVe word embeddings and using them for solving common word analogy problems