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ai101-deeplearning

AI101 - Comprehensive Deep Learning Tutorial

asl-recognition-challenge

This is a solution to challenge posted on kaggle. The task is to identify the letters from images of Americal Sign Language. The images are of hand signs used by hearing impaired people.

course-v3

The 3rd edition of course.fast.ai

credit-card-approval-challenge

The objective of this challenge is to write a code using a banks masked data, to approve candidate's application for credit card.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

dogs-and-cats-image-recognition-challenge

This is kaggle challenge and part of deep learning course as a beginner.

house-price-prediction

This is part of Kaggle Competition to predict house price using Regression Technique.

how_to_simulate_a_self_driving_car

This is the code for "How to Simulate a Self-Driving Car" by Siraj Raval on Youtube

learning-tensorflow

A guidebook to building deep learning systems by Tom Hope, Yehezkel S. Resheff and Itay Lieder

lending-club

pyspark project part of Big Data course 2023-24

loan_prediction_problem

This is a classification problem for loan prediction. Solution obtained using Logistic Regression.

oreilly-learning-tensorflow

portfolio-3-text-classification

portfolio-project-1

This is first portfolio project on linear regression. We chose Fifa19 players dataset to predict player price based on various player attributes.

predict-next-month-payment-defaulters

This is part of homework assignment which required us to do extensive Exploratory Data Analysis and then predict the payment defaulters for next month

pycon-2017-eda-tutorial

Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

recommenders

Recommender Systems

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

spade

use-cases-of-big-data

This repo consists of presentations on big data as part of our curriculum at Aegis School of Data Science. The whole idea was to explore the applications of concepts and tools that we studied.

used-cars-dataset

The objective of this project is to identify the price of used cars based on given dataset