Practice Machine Learning Programming Projects

Machine learning is the science of programming computers so they can learn from data. It is a subfield of artificial intelligence. Machine learning is closely related to computational statistics, which also focuses on prediction-making through the use of computers.

Index	Name	Level	Project Link
01	Deploying MobileNet With TensorFlow.js and Flask	★☆☆	🚀 Start
02	Deploying a Simple TensorFlow Model	★☆☆	🚀 Start
03	ASCII Art Animation With OpenCV	★☆☆	🚀 Start
04	Flappy Bird Detection in Video Using Match Template	★☆☆	🚀 Start
05	Classifying Iris Using SVM	★☆☆	🚀 Start
06	Broad Listening Leads to Insight	★☆☆	🚀 Start
07	Implementing Confusion Matrix for Classification	★☆☆	🚀 Start
08	Data Cleaning and Purification with Python	★☆☆	🚀 Start
09	Divide Dataset Into Mini-Batches	★☆☆	🚀 Start
10	Early Stopping for Machine Learning	★☆☆	🚀 Start
11	Encoding Label to One-Hot	★☆☆	🚀 Start
12	Optimizing Gradient Descent for Global Optimization	★☆☆	🚀 Start
13	K-Nearest Neighbors Regression Algorithm Implementation	★☆☆	🚀 Start
14	Linear Regression Fitting and Plotting	★☆☆	🚀 Start
15	Nonlinear Regression Model Estimation	★☆☆	🚀 Start
16	Implementing Minkowski Distance Metric	★☆☆	🚀 Start
17	Implementation of Polynomial Regression	★☆☆	🚀 Start
18	Simple Handwritten Character Recognition Classifier	★☆☆	🚀 Start
19	Balanced Batch Generation for Imbalanced Datasets	★☆☆	🚀 Start

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