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.

Speech Recognition using Transformers in Python
Speech Recognition using Transformers in Python

Learn how to perform automatic speech recognition (ASR) using wav2vec2 transformer with the help of Huggingface transformers library in Python

Machine Translation using Transformers in Python
Machine Translation using Transformers in Python

Learn how to use Huggingface transformer models to perform machine translation on various languages using transformers and PyTorch libraries in Python.

How to Train BERT from Scratch using Transformers in Python
How to Train BERT from Scratch using Transformers in Python

Learn how you can pretrain BERT and other transformers on the Masked Language Modeling (MLM) task on your custom dataset using Huggingface Transformers library in Python

Age and Gender Detection using OpenCV in Python
Age and Gender Detection using OpenCV in Python

Learn how to perform age and gender detection using OpenCV library in Python with camera or image input.

Gender Detection using OpenCV in Python
Gender Detection using OpenCV in Python

Learn how to perform gender detection on detected faces in images using OpenCV library in Python.

Age Detection using OpenCV in Python
Age Detection using OpenCV in Python

Learn how to predict someone's age from his front face picture using OpenCV library in Python

Imbalance Learning With Imblearn and Smote Variants Libraries in Python
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
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
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
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.