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adityashah95's Projects

building-a-trained-model icon building-a-trained-model

This module will cover the key stages involved in building a comprehensive program. It also explains how to build and save a model such that you get the same results every time it is run and call a saved model to use it for predictions on unseen data.

clustering icon clustering

This module covers the concept of clustering in machine learning. It explains three of the most common clustering algorithms, with a hands-on approximation to solve a real-life data problem. The three clustering algorithms covered are k-means, mean-shift and DBSCAN algorithms.

exploring-and-visualizing-data-with-python icon exploring-and-visualizing-data-with-python

Perform exploratory data analysis to visualize the distribution of values in a dataset, analyze relationships using correlation, and locate and fix data problems including missing values.

introduction-to-artificial-neural-networks icon introduction-to-artificial-neural-networks

This module describes a step-by-step method to solve a supervised learning classification problem using a neural network and analyzes the results of the neural network by performing error analysis.

java-fundamentals icon java-fundamentals

A fast-paced and pragmatic introduction to one of the world's most popular programming languages

key-concepts-of-supervised-learning icon key-concepts-of-supervised-learning

This module covers the main steps for working on a supervised machine learning problems, classification and regression. It will also cover how to effectively create unbiased models that perform well over unseen data.

machine-learning-with-aws icon machine-learning-with-aws

Learn how you can use the power of cloud services for your own machine learning and artificial intelligence projects

oauthlib icon oauthlib

A generic, spec-compliant, thorough implementation of the OAuth request-signing logic

packt-workshop-2 icon packt-workshop-2

Discover how Matplotlib and Seaborn can help clearly communicate and present your newly acquired insight

pybadges icon pybadges

A Python library for creating Github-style badges

shields icon shields

Concise, consistent, and legible badges in SVG and raster format

the-go-workshop icon the-go-workshop

A comprehensive introduction to real-world Go using hands-on exercises.

the-php-workshop icon the-php-workshop

Cut through the noise and get real results in this hands-on, step-by-step approach to learning PHP

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