Age Detection using OpenCV in Python
Learn how to predict someone's age from his front face picture using OpenCV library in Python
Topic
Machine Learning Tutorials
Learn how to build machine learning and deep learning models for many purposes in Python using popular frameworks such as TensorFlow, PyTorch, Keras and OpenCV.
Imbalance Learning With Imblearn and Smote Variants Libraries in Python
Learn how to overcome imbalance related problems by either undersampling or oversampling the dataset using different types and variants of smote in addition to the use of the Imblearn library in Python.
Conversational AI Chatbot with Transformers in Python
Learn how to use Huggingface transformers library to generate conversational responses with the pretrained DialoGPT model in Python.
Feature Selection using Scikit-Learn in Python
Learn how to use Scikit-Learn library in Python to perform feature selection with SelectKBest, random forest algorithm and recursive feature elimination (RFE).
How to Fine Tune BERT for Text Classification using Transformers in Python
Learn how to use HuggingFace transformers library to fine tune BERT and other transformer models for text classification task in Python.
How to Perform Text Summarization using Transformers in Python
Learn how to use Huggingface transformers and PyTorch libraries to summarize long text, using pipeline API and T5 transformer model in Python.
How to Create Plots with Plotly In Python
Learn how to use the visualization tool Plotly to implement and create dynamic plots and figures (such as scatters, histograms, and candlesticks) in Python.
How to Perform Malaria Classification using TensorFlow 2 and Keras in Python
Learn how to build a deep learning malaria detection model to classify cell images to either infected or not infected with Malaria Tensorflow 2 and Keras API in Python.
Introduction to Finance and Technical Indicators with Python
Learn how to handle stock prices in Python, understand the candles prices format (OHLC), plotting them using candlestick charts as well as learning to use many technical indicators using stockstats library in Python.
Skin Cancer Detection using TensorFlow in Python
Learn how to use transfer learning to build a model that is able to classify benign and malignant (melanoma) skin diseases in Python using TensorFlow 2.
How to Perform Voice Gender Recognition using TensorFlow in Python
Learn how to build a deep learning model that is able to detect and recognize your gender just by your voice tone using Tensorflow framework in Python.
How to Blur Faces in Images using OpenCV in Python
Blurring and anonymizing faces in images and videos after performing face detection using OpenCV library in Python.
How to Convert Text to Speech in Python
Learn how you to perform speech synthesis by converting text to speech both online and offline using gTTS, pyttsx3, openai or huggingface transformers libraries in Python.
How to Perform Text Classification in Python using Tensorflow 2 and Keras
Building deep learning models (using embedding and recurrent layers) for different text classification problems such as sentiment analysis or 20 news group classification using Tensorflow and Keras in Python
How to Perform YOLO Object Detection using OpenCV in Python
Using the state-of-the-art YOLOv8 object detection for real-time object detection, recognition and localization in Python using OpenCV, Ultralytics and PyTorch.
How to Predict Stock Prices in Python using TensorFlow 2 and Keras
Predicting different stock prices using Long Short-Term Memory Recurrent Neural Network in Python using TensorFlow 2 and Keras.