slilit Goto Github PK

ai-agent-playing-2048-game

Adversarial Search Alpha-Beta Pruning

ai-agent-solving-8-puzzle-problem

Search Algorithms

ai-agent-solving-sudoku

Constraint-Satisfaction-Problems

boston_housing

Built Supervised Learning Model using Boston housing prices dataset to predict housing price in the Boston housing Area.

classification

classification_grid_search

clustering

competitive-programming

customer_segments

Apply unsupervised learning techniques on product spending data collected for customers of a wholesale distributor in Lisbon, Portugal to identify customer segments hidden in the data. Compare the segmentation found with an additional labeling and consider ways this information could assist the wholesale distributor with future service changes.

dog-project

dog_project

Given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

finding_donors

Apply supervised learning techniques and an analytical mind on data collected for the U.S. census to help CharityML (a fictitious charity organization) identify people most likely to donate to their cause.

linear-regression

machine-learning

Content for Udacity's Machine Learning curriculum

passio_coding_challenge

perceptron-learning-algorithm

pmf

regression

seglink

Detecting text by linking segments.

smartcab

Apply reinforcement learning techniques for a self-driving agent in a simplified world to aid it in effectively reaching its destinations in the allotted time.

titanic_survival_exploration

Create decision functions that attempt to predict survival outcomes from the 1912 Titanic disaster based on each passenger’s features, such as sex and age.

toxic_comment_classification

Given a comment (text), the algorithm finds out if it’s toxic and returns the probabilities for every 6 different types of toxicity.