README.md

Practice Machine Learning Programming Projects

Machine Learning is transforming industries across the globe. This Skill Tree presents a systematic approach to learning ML concepts and techniques. Designed for beginners, it provides a clear roadmap to understand algorithms, model training, and data analysis. Hands-on, non-video courses and practical exercises in an interactive ML playground ensure you develop real-world skills in building and deploying machine learning models.

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

More Projects

• Linux Programming Projects
• DevOps Programming Projects
• Cybersecurity Programming Projects
• Python Programming Projects
• Docker Programming Projects
• Kubernetes Programming Projects
• Git Programming Projects
• Shell Programming Projects
• Java Programming Projects
• MySQL Programming Projects
• MongoDB Programming Projects
• Golang Programming Projects
• Ansible Programming Projects
• Jenkins Programming Projects
• C Programming Projects
• C++ Programming Projects
• Machine Learning Programming Projects
• Data Science Programming Projects
• Pandas Programming Projects
• NumPy Programming Projects
• scikit-learn Programming Projects
• Matplotlib Programming Projects
• Web Development Programming Projects
• HTML Programming Projects
• CSS Programming Projects
• JavaScript Programming Projects
• React Programming Projects

Other Lists

• 🔗 Machine Learning Free Tutorials
• 🔗 Awesome Programming Projects
• 🔗 Awesome Programming Courses