MPhil Machine Learning resources

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MPhil Machine Learning resources

By Artificial Intelligence
K-Means Algorithm with multiple examples (1D and 2D Data) image

This hand-written well-organized document explains clustering and K-Means algorithms with multiple examples of 1-D data (set of values) and 2-D data (table of values).

By MarksMaster
Kidney Stone and cyst Detection using Deep learning, CNN and AutoKeras image

Kidney Stone Detection Using CNN and Autokeras Millions globally suffer from kidney stones, emphasizing the need for early identification. Convolutional neural networks (CNNs) have shown promise in medical imaging,...

By Manjunatha VG
Essential Mathematics for Data Scientists: Assessment 5: VisualRank using image similarity image

Assessment 5: VisualRank using image similarity Introduction This assignment is based on the well-known PageRank algorithm developed by Google to help in ranking webpages. Although much has changed with Google’s...

By Manjunatha VG
Essential Mathematics for Data Scientists: Assignment 4: Principal Component Analysis image

Assignment 4: Principal Component Analysis This assignment asks you to implement, a principal component analysis (PCA) using a singular value decomposition on a real data set. A real dataset We now ask that you...

By Manjunatha VG
Essential Mathematics for Data Scientists - Assessment 3: Microchip voltage image

Assessment 3: Microchip voltage You are now asked to write some code of your own that will achieve the goals laid out below. The purpose of this exercise is two-fold. It will a) test your skills in designing and...

By Ammar Ahmad Khan
Detailed Handwritten Notes on Artificial Intelligence image

Full handwritten Artificial intelligence notes. Please feel free to contact me if you want to learn anything.

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50 USD
By Mazhar Iqbal Rana
Text Mining image

Text mining, also known as text analytics, is the process of extracting valuable insights and information from unstructured text data. This data can come from a variety of sources such as social media, customer reviews,...