Deep Learning and Machine Learning Practical Workout

Greetings

Welcome to the data repository for the Deep Learning and Machine Learning Practical Workout – course by Dr. Ryan Ahmed. The supplementary materials are below. Enjoy!

Materials

Course Introduction

• Download here

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Project #1: Artificial Neural Networks – Car Sales Prediction

• Download here

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Project #2: Deep Neural Networks – CIFAR-10

• Download here

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Project #3: Prophet Time Series – Chicago Crime Rate

• Download here

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Project #4: Prophet Time Series – Avocado Market

• Download here

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Project #5: LE-NET Deep Network – Traffic Sign Classification

• Download here

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Project #6: Natural Language Processing – E-mail Spam Filter

• Download here

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Project #7: Natural Language Processing – Yelp Reviews

• Download here

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Project #8: User-Based Collaborative Filtering – Movie Recommender System

• Download here