SaifAlmaliki
Master degree in Computer Engineering in IOT, AI and smart Manufacturing.
PwCDuisburg, Germany
Pinned Repositories
Bert-NLP
BERT is a Transformer-based machine learning technique for natural language processing (NLP) pre-training developed by Google.
edgeai-lab-microcontroller-series
This repository is to share the EdgeAI Lab with Microcontrollers Series material to the entire community. We will share documents, presentations and source code of two demo applications.
eShopping2-Microservice
https://github.com/aspnetrun/run-aspnetcore-microservices
Image-Augmentation
(ImageDataGenerator) is Keras deep learning library provides the ability to use data augmentation automatically when training a model.
iot-edge-for-iiot
Learn how to use a hierarchy of Azure IoT Edge devices in a manufacturing environment to extract data from industrial assets and upload it to the Cloud while meeting the strict requirements of the Purdue network model.
IOT-SMART-PLANT-ESP32-AWS
Smart plant based IOT project by connecting DHT11 Temperature Sensor, Soil Moisture sensor and Light Sensor through ESP32 board to AWS IOT core, ThingSpeak and Blynk platforms.
k3s-minimal-ai
Skin-Cancer-Detection
Skin cancer detection
Speech-Emotion-Recognition
To build a model to recognize emotion from speech using the librosa and sklearn libraries and the RAVDESS dataset.
Terraform-AKS-Provisioning
Create Kubernetes clusters on Azure Kubernetes Service (AKS) with Terraform. By the end of the tutorial, also we automated creating two clusters (dev and prod) complete with an Ingress controller in a single command.
SaifAlmaliki's Repositories
SaifAlmaliki/Speech-Emotion-Recognition
To build a model to recognize emotion from speech using the librosa and sklearn libraries and the RAVDESS dataset.
SaifAlmaliki/Skin-Cancer-Detection
Skin cancer detection
SaifAlmaliki/Image-Augmentation
(ImageDataGenerator) is Keras deep learning library provides the ability to use data augmentation automatically when training a model.
SaifAlmaliki/IOT-SMART-PLANT-ESP32-AWS
Smart plant based IOT project by connecting DHT11 Temperature Sensor, Soil Moisture sensor and Light Sensor through ESP32 board to AWS IOT core, ThingSpeak and Blynk platforms.
SaifAlmaliki/Simple-Chatbot
We Build a chatbot using deep learning techniques. The chatbot will be trained on the dataset which contains categories (intents), pattern and responses. We use a special recurrent neural network (LSTM) to classify which category the user’s message belongs to and then we will give a random response from the list of responses.
SaifAlmaliki/TimeSeriesAnalysisWithPython
SaifAlmaliki/AI-personal-assitant
Create a personal assistant in Python using Jarvis and Google Text To Speech API
SaifAlmaliki/Parkinson-detection-with-XGBoost
In this Python machine learning project, using the Python libraries scikit-learn, numpy, pandas, and xgboost, we will build a model using an XGBClassifier. We’ll load the data, get the features and labels, scale the features, then split the dataset, build an XGBClassifier, and then calculate the accuracy of our model.
SaifAlmaliki/spam-classification
Machine learning-based spam filtering approaches have been applied with success to automatically classify spam and non-spam emails.
SaifAlmaliki/Traffic-Signs-Classification
In this Python project example, we will build a deep neural network model that can classify traffic signs present in the image into different categories. With this model, we are able to read and understand traffic signs which are a very important task for all autonomous vehicles.
SaifAlmaliki/Adafruit_Sensor
Common sensor library
SaifAlmaliki/articles
A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci
SaifAlmaliki/azure-iotedge-opc-flattener
Protocol translation for Azure IoT Edge OPC-UA Publisher
SaifAlmaliki/CNN
SaifAlmaliki/deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
SaifAlmaliki/EdgeAIContest3
This repository present MLT Team solution for the The 3rd AI Edge Contest.
SaifAlmaliki/flair-python
Flair is a library for state-of-the-art NLP developed by Zalando Research. It’s built in Python on top of the PyTorch framework. Flair allows for the application of state-of-the-art NLP models to text, such as named entity recognition (NER), part-of-speech tagging (PoS), sense disambiguation, and classification
SaifAlmaliki/Heartbeat-Sounds
Classifying heartbeat anomalies from stethoscope audio
SaifAlmaliki/Hornbill-Examples
SaifAlmaliki/house-price-prediction
Predicting house prices using Linear Regression and GBR
SaifAlmaliki/ipython-notebooks
A collection of IPython notebooks covering various topics.
SaifAlmaliki/pepper_plymouth_ros
A set of launch files and configuration files for Plymouth University's Pepper robot
SaifAlmaliki/Pillow-for-Image-Processing
This library provides extensive file format support, an efficient internal representation, and fairly powerful image processing capabilities.
SaifAlmaliki/plotly-tutorial
This Jupyter Notebook condenses the Plotly API into one easy to use document with examples
SaifAlmaliki/python-tricks
+40 Essential Python Tips And Tricks For Programmers
SaifAlmaliki/ros_seminar
Lecture and Reference Material
SaifAlmaliki/Sklearn
Every thing you need to know about using Sklearn in Machine Learning
SaifAlmaliki/TF_Files
SaifAlmaliki/Video-Game-Sales-Prediction
Analyze sales data from more than 16,500 games.
SaifAlmaliki/WordCloud-python
visual representation of text data. It displays a list of words, the importance of each being shown with font size or color.