
Macine Learning projects
More details click on the "Project link" column of the project list table below:
My Machine Learning projects showcase a deep commitment to solving real-world problems through innovative and data-driven approaches. These projects span diverse domains, including predictive analytics, anomaly detection, sentiment analysis, and more. Using state-of-the-art algorithms and tools like TensorFlow and scikit-learn, I have successfully built models that enhance decision-making, improve efficiency, and uncover hidden patterns in complex datasets. Each project emphasizes accuracy, scalability, and user-centric solutions. For instance, in a house price prediction model, I utilized regression techniques to provide reliable insights for buyers and sellers. These projects demonstrate my ability to handle large datasets, implement robust pipelines, and deliver results that align with client needs. Whether it's automating repetitive tasks or delivering actionable insights, my Machine Learning initiatives aim to make technology more accessible and impactful.
Sl No | Project Name | Project Link |
---|---|---|
1 | SmartHome Valuator: Predicting House Prices with Gradient Descent | View Project Details |
2 | Building Blocks of Machine Learning: Feature Normalization & Cost Optimization | View Project Details |
3 | Regression Logistic regression & Sigmoid function | View Project Details |
4 | DeepMultiNet: Neural Networks for Multi-Class Classifications | View Project Details |
5 | Inside the Neural Network: Feature Learning & Visualization | View Project Details |
6 | Bias-Variance Trade-off: Controlling Overfitting & Underfitting in Machine Learning | View Project Details |
7 | Smart Classification: Advanced SVM Techniques for Machine Learning | View Project Details |
8 | AI-Powered : Spam Detection Using Support Vector Machines (SVM) | View Project Details |
9 | Optimizing Image Processing: K-Means Clustering and Principal Component Analysis (PCA) | View Project Details |
10 | Image Compression: K-maens Clustering & PCA Algorithm | View Project Details |
11 | Anomaly Detection Recommender Systems: AI-Powered Insights & Detections | View Project Details |