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access_learners

This projects brings readers to an understanding of 4 CART regression algorithms: a Decision Tree Learner, a Random Tree Learner, a Bag Learner and an Insane Learner (combining Linear Regression with bagging)

algorithms_princeton

Part1 of Princeton Algorithms class

american_roulette_wheel

This project explores the initial feel for risk, probability and "betting" involved in American roulette wheel

best-streaming-service

Analysis of the major streaming service such as Netflix, Amazon Prime Video, Hulu and Disney+

churn-rate-at-robinhood

To predict the account users' churn rate and retention rate at Robinhood

convolutional-neural-networks

Course 4 of Andrew Ng's Deep Learning Specialization

cs7641-assignment2

Randomized Optimization Project

cs7641-assignment3

Unsupervised Learning and Dimensionality Reduction

deeplearningexploration

Project to explore Deep Learning

defeat_learners

Evaluating the relative strengths of 2 types of supervised learners: a linear regression learner and a decision tree learner

dogbreedimageclassifier

exploringnlp

Project to explore Natural Language Processing

flowerclassifiertraintestpredict

Python application that trains a flower image classifier on a dataset, then predict new

image-classifier-pytorch

Code for my submission to Udacity's AI Programming Nanodegree

market_simulation

Creating a market simulator that accepts trading orders and keep track of a portfolio's value over time.

markov_decision_processes

Exploring the notion of an agent making decisions using Markov Decision Processes (MDP)

movie_recommendation_analysis

Movie recommendation using collaborative filtering

neural-networks-and-deep-learning

Course 1 of Andrew Ng's Deep Learning Specialization

portfolio_optimization

This project builds upon what I have learned about portfolio performance metrics and optimizers to optimize a portfolio

q-learning_robot

Implementing the Q-Learning and Dyna-Q solutions to the reinforcement learning problem

sephora

Analysis of the ingredients in cosmetics

strategy_evaluation

This project leverages off from the technical indicators developed in a previous project, and builds upon them to devise our own Manual Streategy and Strategy Learner

supervised_learning

Analyzing the wine quality dataset and the star type dataset

uber-analysis

Analysis of the boarding behavior of Uber riders

ud120-projects

Starter project code for students taking Udacity ud120

walmart

This is a Colab notebook that highlights the sales forecasting of Walmart stores