Deep learning starter

Deep learning starter

ABOUT

Deep Learning Starter is a collection of fast fundamental deep learning practice sets in Python that I designed and created. There’s a total of 6 classification problems in this project.

It aims to help someone get started fast and gain a high-level understanding of the fundamental steps in the deep learning lifecycle early on.

After completion, someone will have built intuition over the deep learning lifecycle.

DOMAINS / APPLICATIONS

Sign language recognition, handwritten digit recognition

TOOLS

Python, TensorFlow, Keras, Pandas, NumPy

Techniques

ANN, DNN, CNN

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Machine learning starter

Machine learning starter

ABOUT

Machine Learning Starter is a collection of fast fundamental machine learning practice sets in Python that I designed and created. There’s a total of 18 regression, classification, and clustering problems in this project.

It aims to help someone get started fast and gain a high-level understanding of the fundamental steps in the machine learning lifecycle early on.

After completion, someone will have built intuition over the machine learning lifecycle.

DOMAINS / APPLICATIONS

Price prediction, fraud detection, patient classification, customer segmentation

TOOLS

Python, sci-kit learn, NumPy, Seaborn

TECHNIQUES

Linear regression, KNN, decision tree classifier, SVM, random forest, K-means

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