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ankupnku's Projects

machine-learning-1

Examples and experiments around ML for upcoming Coding Train videos

machine-learning-2

Content for Udacity's Machine Learning curriculum

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

machine-learning-nd

Udacity's Machine Learning Nanodegree project files and notes.

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

machine_learning_journey

This is the Curriculum for "Machine Learning Journey" By Siraj Raval on Youtube

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

mlcourse.ai

Open Machine Learning course mlcourse.ai, both in English and Russian

modin

Modin: Speed up your Pandas workflows by changing a single line of code

movie_popularity_data_analysis

You are "interested in learning what attributes make a movie popular. "

nd-da

Udacity Data Analyst Nanodegree

open-source-mac-os-apps

🚀 Awesome list of open source applications for macOS.

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

practical-sql

Code and Data for the book "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).

practical_dl

DL course co-developed by HSE, YSDA and Skoltech

project-based-learning

Curated list of project-based tutorials

pwc

Papers with code. Sorted by stars. Updated weekly.

python

All Algorithms implemented in Python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

school-of-ai-2nd-meetup

Resources for the second meetup

self-driving-car-nd

Udacity's Self-Driving Car Nanodegree project files and notes.

so-you-want-an-internship

for those seeking software engineering internships

spark

Mirror of Apache Spark

spark-movie-lens

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

statistics_with_r_solutions

This repository is dedicated to Duke University's Statstics with R Specialization

swirl_courses

:mortar_board: A collection of interactive courses for the swirl R package.

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

theultimateinternshipguide

Best guide for internship.

udacity-data-analyst-nanodegree

A collection of my final project works for Udacity Data Analyst Nanodegree.

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