ConvNetJS Trainer demo on MNIST

Andrej Karpathy 
2013 

0
+

Report 
Corpora with NLTK

Harrison 
2018 

0
+

Report 
Machine Learning Exercises In Python, Part 1

John Wittenauer 
2014 

0
+

Report 
A HandsOn Guide to Automated Feature Engineering using Featuretools in Python

Prateek Joshi 
2018 

0
+

Report 
Key differences between Python 2.7.x and Python 3.x

Sebastian Raschka 
2013 

0
+

Report 
Logical foundations of databases

Diego Figueira, Gabriele Puppis 
2016 

0
+

Report 
Math of Neural Networks — from scratch in Python

Omar Aflak 
2018 

0
+

Report 
Optimizing Decisionmaking with the Minimax AI algorithm

Shukant Pal 
2019 

0
+

Report 
Optimization for Machine Learning (Lecture 1)

Suvrit Sra 
2017 

0
+

Report 
Variational Inference: The Basics

Philip Schulz, Wilker Aziz 
2018 

0
+

Report 
A comprehensive beginners guide to Linear Algebra for Data Scientists

Vikas Kumar Yadav 
2017 

0
+

Report 
Naïve Bayes from Scratch using Python only— No Fancy Frameworks

Aisha Javed 
2018 

0
+

Report 
Computational Morphology

Harald Hammarstrom 
2017 

0
+

Report 
Languages of the World

Kevin Duh 
2014 

0
+

Report 
Introduction to Python

Luis Pedro Coelho 
2015 

0
+

Report 
Frontiers of Natural Language Processing

Sebastian Ruder, Herman Kamper 
2018 

0
+

Report 
Voice Input App in Python Code Release and Overview

Cristi Vlad 
2017 

0
+

Report 
Georgia Tech NLP Notes

Jacob Eisenstein 
2017 

0
+

Report 
alexafsm, A FiniteState Machine Python Library for Building Complex Alexa Skills

Vu Ha 
2017 

0
+

Report 
Learning Python: From Zero to Hero

TK 
2017 

0
+

Report 
Phylogenetic Trees III: Maximum Parsimony

Gerhard Jäger 
2016 

0
+

Report 
Ideas on interpreting machine learning

Patrick Hall, Wen Phan, SriSatish Ambati 
2017 

0
+

Report 
Statistical Data Analysis in Python

Christopher Fonnesbeck 
2013 

0
+

Report 
Univariate Probability

Roger Levy 
2012 

0
+

Report 
Introduction to Dynamic Programming

Jesse Farmer 
2008 

0
+

Report 
Introduction to Natural Language Processing (NLP) 2016

Matt Kiser 
2016 

0
+

Report 
Getting started with Neo4j and Python

Marco Bonzanini 
2015 

0
+

Report 
Probability: Review

Pieter Abbeel 
2015 

0
+

Report 
Introduction to computing with Python for engineering and scientific applications

Garth N. Wells 
2016 

0
+

Report 
Gentle Introduction to the Adam Optimization Algorithm for Deep Learning

Jason Brownlee 
2017 

0
+

Report 
A Multivariate Time Series Guide to Forecasting and Modeling (with Python codes)

Aishwarya Singh 
2018 

0
+

Report 
Logical foundations of databases

Diego Figueira, Gabriele Puppis 
2016 

0
+

Report 
Machine Learning for Humans

Vishal Maini, Samer Sabri 
2017 

0
+

Report 
How to Generate Test Datasets in Python with scikitlearn

Jason Brownlee 
2018 

0
+

Report 
A Visual And Interactive Look at Basic Neural Network Math

Jay Alammar 
2019 

0
+

Report 
Deep Generative Models: Continous Latent Variables

Philip Schulz, Wilker Aziz 
2018 

0
+

Report 
Bayesian Optimization For Automated Model Selection

Gustavo Malkomes, Chip Schaff, Roman Garnett 
2017 

0
+

Report 
Tensor Methods in Machine Learning

Rong Ge 
2015 

0
+

Report 
Your First Text Mining Project with Python in 3 steps

Will Gannon 
2017 

0
+

Report 
Natural Language Processing Key Terms, Explained

Matthew Mayo 
2017 

0
+

Report 
Morphological Parsing

Mariana Neves 
2017 

0
+

Report 
Dive Into NLTK, Part I: Getting Started with NLTK

Author Unknown 
2014 

0
+

Report 
Decipherment

Kevin Knight 
2013 

0
+

Report 
Topics, Trends, and Resources in NLP

Mohit Bansal 
2015 

0
+

Report 
Phylogenetic Trees I

Gerhard Jäger 
2016 

0
+

Report 
Particle filters with Python

Alexey Abramov 
2015 

0
+

Report 
Running Code in Ipython notebook

Fernando Pérez 
2015 

0
+

Report 
Multivariate Probability

Roger Levy 
2012 

0
+

Report 
How to Handle Imbalanced Classes in Machine Learning

Author Unknown 
2017 

0
+

Report 
The Definitive Guide to Natural Language Processing

Javier Couto 
2015 

0
+

Report 
Python  Tutorial

Tutorialspoint 
2017 

0
+

Report 
The Py2neo v4 Handbook

N/A 
2019 

0
+

Report 
Basics of Morphology

Jirka Hana 
2011 

0
+

Report 
Python Data Science Handbook

Jake Vanderplas 
2016 

0
+

Report 
Keep it simple! How to understand Gradient Descent algorithm

Jahnavi Mahanta 
2017 

0
+

Report 
Towards Multidimensional Analysis of Text Corpora

Jingbo Shang, Chao Zhang, Jiaming Shen, Jiawei Han 
2018 

0
+

Report 
A Crash Course in Python for Scientists

Rick Muller 
2013 

0
+

Report 
Morphological language classification

Gerhard Jaeger 
2016 

0
+

Report 
Topic Models

David Blei 
2009 

0
+

Report 
A Short Machine Learning Explanation — in terms of Linear Algebra, Probability and Calculus

Pranoy Radhakrishnan 
2018 

0
+

Report 
An introduction to Bag of Words and how to code it in Python for NLP

Praveen Dubey 
2018 

0
+

Report 
Deep Generative Models: Discrete Latent Variables

Philip Schulz, Wilker Aziz 
2018 

0
+

Report 
MetaLearning Symposium

Risto Miikkulainen, Quoc Le, Kenneth Stanley, Chrisantha Fernando 
2017 

0
+

Report 
Data in computational historical linguistics

Gerhard Jäger 
2016 

0
+

Report 
Dive Into NLTK, Part II: Sentence Tokenize and Word Tokenize

Author Unknown 
2014 

0
+

Report 
How to Learn Python for Data Science in 2017

Author Unknown 
2017 

0
+

Report 
Natural Language Processing: Algorithms and Applications, Old and New

Noah Smith 
2015 

0
+

Report 
Modern ML for NLP: Large Scale Techniques for Shallow and Deep Learning

Dan Pressel 
2016 

0
+

Report 
Tokenizing Words and Sentences with NLTK

Harrison 
2018 

0
+

Report 
Machine Learning Exercises In Python, Part 3

John Wittenauer 
2014 

0
+

Report 
Sequence Alignment

Gerhard Jäger 
2016 

0
+

Report 
ScikitLearn Sklearn with NLTK

Harrison 
2018 

0
+

Report 
Data Science Simplified: Principles and Process

Pradeep Menon 
2017 

0
+

Report 
How to Handle Missing Timesteps in Sequence Prediction Problems with Python

Jason Brownlee 
2017 

0
+

Report 
Monte Carlo Inference Methods

Iain Murray 
2017 

0
+

Report 
Ipython Kernel Tutorial

Fernando Pérez 
2015 

0
+

Report 
Parameter Estimation

Roger Levy 
2012 

0
+

Report 
Optimization for Machine Learning (Lecture 2)

Suvrit Sra 
2017 

0
+

Report 
How to get started in NLP

Melanie Tosik 
2017 

0
+

Report 
Basics of Computational Morpholog

Jirka Hana 
2011 

0
+

Report 
Stochastic Gradient Methods for LargeScale Machine Learning

Leon Bottou, Frank E. Curtis, Jorge Nocedal 
2016 

0
+

Report 
Populating GRAKN.AI with the World

Jo Stichbury 
2016 

0
+

Report 
IPython Tutorial

Justin Johnson 
2016 

0
+

Report 
Python for Data Science

Joe McCarthy 
2015 

0
+

Report 
Integer Linear Programming in NLP Constrained Conditional Models

MingWei Chang, Nick Rizzolo, Dan Roth 
2010 

0
+

Report 
Tutorial on Universal Dependencies: Word segmentation and morphological annotation

Joakim Nivre, Daniel Zeman, Filip Ginter, Francis M. Tyers 
2017 

0
+

Report 
Evolving Multitask Neural Network Structure

Risto Miikkulainen 
2017 

0
+

Report 
Learning Representation & Behavior: Manifold and Spectral Methods for Markov Decision Processes and Reinforcement Learning

Sridhar Mahadevan, Mauro Maggioni 
2006 

0
+

Report 
Learning from Data for Linguists: Lecture 1: Introduction and Setup

Malvina Nissim and Johannes Bjerva 
2016 

0
+

Report 
Computational Morphology

Radhika Mamidi 
2013 

0
+

Report 
Dive Into NLTK, Part III: PartOfSpeech Tagging and POS Tagger

Author Unknown 
2014 

0
+

Report 
Probabilistic Thinking

Yabebal Fantaye 
2018 

0
+

Report 
Best Practices for Feature Engineering

Author Unknown 
2017 

0
+

Report 
IntroNLP

Dragomir Radev 
2015 

0
+

Report 
Stop words with NLTK

Harrison 
2018 

0
+

Report 
Optimization as a Model for FewShot Learning

Hugo Larochelle 
2017 

0
+

Report 
What Every Computational Linguist Should Know About TypeToken Distributions and Zipfs Law

Stefan Evert 
2018 

0
+

Report 
Machine Learning Exercises In Python, Part 4

John Wittenauer 
2014 

0
+

Report 
Gradients, Batch Normalization, and Layer Normalization

Goku Mohandas 
2016 

0
+

Report 
Data Science Simplified: Key Concepts of Statistical Learning

Pradeep Menon 
2017 

0
+

Report 
Data Preparation for Variable Length Input Sequences

Jason Brownlee 
2017 

0
+

Report 
Monte Carlo Methods

Don M. Dini 
2017 

0
+

Report 
Custom Display Logic: Ipython

Fernando Pérez 
2015 

0
+

Report 
Optimization for Machine Learning (Lecture 3a)

Suvrit Sra 
2017 

0
+

Report 
Running Jupyter notebooks on GPU on AWS: a starter guide

Francois Chollet 
2017 

0
+

Report 
Texts are Knowledge

Christopher Manning 
2013 

0
+

Report 
Computational Morphology

Jirka Hana & Anna Feldman 
2013 

0
+

Report 
Optimization Methods for Machine Learning Part II The theory of SG

Leon Bottou, Frank E. Curtis, Jorge Nocedal 
2016 

0
+

Report 
Supervised similarity: Learning symmetric relations from duplicate question data

Matthew Honnibal 
2017 

0
+

Report 
How to read most commonly used file formats in Data Science (using Python)?

Ankit Gupta 
2017 

0
+

Report 
Numerical Computing in Python

Steve Phelps 
2016 

0
+

Report 
Linear Programming Decoders in NLP: Integer Programming, Message Passing, Dual Decomposition

Andre Martins 
2014 

0
+

Report 
Modeling Morphologically Rich Languages

Chris Dyer 
2013 

0
+

Report 
Just Machine Learning

Tina EliassiRad 
2017 

0
+

Report 
Beginners Tutorial for Regular Expressions in Python

Sunil Ray 
2015 

0
+

Report 
Apache Spark in Python: Beginners Guide

Karlijn Willems 
2017 

0
+

Report 
Spectral Methods for Dimensionality Reduction

Lawrence Saul 
2005 

0
+

Report 
PandasTutorial

Adit Deshpande 
2017 

0
+

Report 
Linear Algebra for Machine Learning

Jason Brownlee 
2014 

0
+

Report 
Learning from Data for Linguists: Lecture 2: Evaluation and Naive Bayes

Malvina Nissim and Johannes Bjerva 
2016 

0
+

Report 
Tutorial

N/A 
2019 

0
+

Report 
Dive Into NLTK, Part IV: Stemming and Lemmatization

Author Unknown 
2014 

0
+

Report 
Natural Language Understanding

John F. Sowa, Arun K. Majumdar 
2015 

0
+

Report 
A* Heuristic Search

Andrew W. Moore 
2001 

0
+

Report 
Stemming words with NLTK

Harrison 
2018 

0
+

Report 
What Every Computational Linguist Should Know About TypeToken Distributions and Zipfs Law

Stefan Evert 
2018 

0
+

Report 
HighPerformance Hardware for Machine Learning

William Dally 
2015 

0
+

Report 
Machine Learning Exercises In Python, Part 5

John Wittenauer 
2014 

0
+

Report 
Question Answering from Unstructured Text by Retrieval and Comprehension

Goku Mohandas 
2017 

0
+

Report 
Time Series Data Visualization with Python

Jason Brownlee 
2017 

0
+

Report 
Metropolis and Gibbs Sampling

Cliburn Chan, Janice McCarthy 
2016 

0
+

Report 
scientificpythonlectures

Robert Johansson 
2012 

0
+

Report 
Optimization for Machine Learning (Lecture 3b)

Suvrit Sra 
2017 

0
+

Report 
How to Learn Math for Data Science, The SelfStarter Way

Author Unknown 
2017 

0
+

Report 
Why Python?

Liang Huang 
2014 

0
+

Report 
Optimization Algorithms

Andrew Ng 
2019 

0
+

Report 
Machine Learning using Linear Regression in Python with Code

Meet Nandu 
2018 

0
+

Report 
Tagsets, Corpora Annotation

Jirka Hana & Anna Feldman 
2013 

0
+

Report 
Beyond SG: Noise Reduction and SecondOrder Methods

Leon Bottou, Frank E. Curtis, Jorge Nocedal 
2016 

0
+

Report 
Deep textpair classification with Quoras 2017 question dataset

Matthew Honnibal 
2017 

0
+

Report 
Getting Started with Python for Data Analysis

Zak Jost 
2017 

0
+

Report 
A Complete Tutorial to Learn Data Science with Python from Scratch

Kunal Jain 
2016 

0
+

Report 
Machine Learning Crash Course: Part 4  The BiasVariance Dilemma

Daniel Geng, Shannon Shih 
2017 

0
+

Report 
Tutorial: Natural Language Processing in Python

Marco Bonzanini, Miguel MartinezAlvarez 
2016 

0
+

Report 
Jupyter Notebook Best Practices for Data Science

Jonathan Whitmore 
2016 

0
+

Report 
An Intuitive Guide to Linear Algebra

Kalid Azad 
2017 

0
+

Report 
Learning from Data for Linguists: Lecture 3: Decision Trees

Malvina Nissim and Johannes Bjerva 
2016 

0
+

Report 
Guide to Gradient Descent in 3 Steps and 12 Drawings

Charles Bordet 
2018 

0
+

Report 
An Introduction to Machine Learning in Python

Sebastian Raschka 
2016 

0
+

Report 
Dive Into NLTK, Part V: Using Stanford Text Analysis Tools in Python

Author Unknown 
2014 

0
+

Report 
Squashing Computational Linguistics

Noah A. Smith 
2017 

0
+

Report 
The Ultimate Python Seaborn Tutorial: Gotta Catch 'Em All

Author Unknown 
2017 

0
+

Report 
Bayesian Networks: Independencies and Inference

Scott Davies and Andrew Moore 
2005 

0
+

Report 
Chinking with NLTK

Harrison 
2018 

0
+

Report 
How timeseries databases help make sense of sensors

Justin W. Flory 
2017 

0
+

Report 
Machine Learning Exercises In Python, Part 6

John Wittenauer 
2014 

0
+

Report 
Backpropagation

Karl Stratos 
2018 

0
+

Report 
Introduction to Gradient Descent Algorithm (along with variants) in Machine Learning

Faizan Shaikh 
2017 

0
+

Report 
Examples from the IPython minibook

Cyrille Rossant 
2013 

0
+

Report 
Tutorial on Optimization methods for machine learning

Jorge Nocedal 
2012 

0
+

Report 
Exploratory Data Analysis in Python

Chloe Mawer, Jonathon Whitmore 
2017 

0
+

Report 
Learning AI if You Suck at Math??P7??The Magic of Natural Language Processing

Daniel Jeffries 
2017 

0
+

Report 
Realtime Twitter analysis

JustGlowing 
2013 

0
+

Report 
Learning Language by Grounding Language

Karl Moritz Hermann 
2018 

0
+

Report 
Hyperparameter tuning

Andrew Ng 
2019 

0
+

Report 
Learn Python 2

N/A 
2019 

0
+

Report 
Morphological analysis

Jirka Hana & Anna Feldman 
2013 

0
+

Report 
Tutorial: PART 1 Optimization for machine learning

Elad Hazan 
2017 

0
+

Report 
Understanding PyTorch with an example: a stepbystep tutorial

Daniel Godoy 
2019 

0
+

Report 
spaCy v1.0: Deep Learning with custom pipelines and Keras

Matthew Honnibal 
2016 

0
+

Report 
How can I tokenize a sentence with Python?

Jonathan Mugan 
2017 

0
+

Report 
Monte Carlo Tree Search – beginners guide

Int8 
2018 

0
+

Report 
Spectral Learning Techniques for Weighted Automata, Transducers, and Grammars

Borja Balle, Ariadna Quattoni, Xavier Carreras 
2014 

0
+

Report 
12 Useful Pandas Techniques in Python for Data Manipulation

Aarshay Jain 
2016 

0
+

Report 
A Beginner's Guide to Eigenvectors, PCA, Covariance and Entropy

Skymind 
2015 

0
+

Report 
Get Started with PyTorch – Learn How to Build Quick & Accurate Neural Networks (with 4 Case Studies!)

Shivam Bansal 
2019 

0
+

Report 
Bayes Nets for representing and reasoning about uncertainty

Andrew W. Moore 
2001 

0
+

Report 
Natural Language Processing Made Easy using SpaCy (in Python)

Shivam Bansal 
2017 

0
+

Report 
Dual Decomposition for Natural Language Processing

Alexander M. Rush and Michael Collins 
2011 

0
+

Report 
Learning from Data for Linguists: Lecture 4

Malvina Nissim and Johannes Bjerva 
2016 

0
+

Report 
Building A Deep Learning Model using Keras

Elijaz Allibhai 
2018 

0
+

Report 
Machine Learning with scikitlearn

Sebastian Raschka, Andreas Mueller 
2016 

0
+

Report 
Dive Into NLTK, Part VI: Add Stanford Word Segmenter Interface for Python NLTK

Author Unknown 
2014 

0
+

Report 
Key Machine Learning PreReq: Viewing Linear Algebra through the right lenses

Vincent Granville 
2017 

0
+

Report 
Python Machine Learning Tutorial, ScikitLearn: Wine Snob Edition

Author Unknown 
2017 

0
+

Report 
Chunking with NLTK

Harrison 
2018 

0
+

Report 
Artificial Neural Networks I

Shubhendu Trivedi 
2015 

0
+

Report 
How to Write a Web Crawler in Python (with examples!)

Keita Kurita 
2017 

0
+

Report 
Machine Learning Exercises In Python, Part 7

John Wittenauer 
2014 

0
+

Report 
Types of Optimization Algorithms used in Neural Networks and Ways to Optimize Gradient Descent

Anish Singh Walia 
2017 

0
+

Report 
PythonLectures

Rajath Kumarmp 
2015 

0
+

Report 
Sparse and Regularized Optimization

Stephen Wright 
2012 

0
+

Report 
From Natural Language Processing to Ar4ficial Intelligence

Jonathan Mugan 
2017 

0
+

Report 
Optimization, regularization for NN

Suriya Gunasekar 
2018 

0
+

Report 
Think Python: How to Think Like a Computer Scientist

Allen B. Downey 
2019 

0
+

Report 
Classical Approaches to Tagging

Jirka Hana & Anna Feldman 
2013 

0
+

Report 
Warmup: Probability Theory Refresher (and a few more things)

Mario A. T. Figueiredo 
2018 

0
+

Report 
Tutorial: PART 2 Optimization for machine learning

Elad Hazan 
2017 

0
+

Report 
Machine Learning Algorithms Explained

Martin Heller 
2019 

0
+

Report 
Natural Language Processing (NLP) NLP for Computational Social Science

Cristian DanescuNiculescuMizil, Lillian Lee 
2017 

0
+

Report 
How to Scrape Data From Facebook Page Posts for Statistical Analysis

Max Woolf 
2016 

0
+

Report 
Python Numpy Tutorial

Justin Johnson 
2016 

0
+

Report 
Spectral Algorithms for Latent Variable Models Part II: Dynamical Systems

Byron Boots 
2012 

0
+

Report 
A Practical Introduction to NMF (nonnegative matrix factorization)

Keita Kurita 
2017 

0
+

Report 
Data Science Tutorial For Beginners

Kaan Can 
2018 

0
+

Report 
Tutorial Getting Started with GraphLab For Machine Learning in Python

Sunil Ray 
2015 

0
+

Report 
Let’s Think in Graphs: Introduction to Graph Theory and its Applications using Python

Pulkit Sharma 
2018 

0
+

Report 
Bayes Net Structure learning

Andrew W. Moore 
2001 

0
+

Report 
How to read most commonly used file formats in Data Science (using Python)?

Ankit Gupta 
2017 

0
+

Report 
Learning from Data for Linguists: Lecture 5

Malvina Nissim and Johannes Bjerva 
2016 

0
+

Report 
Comprehensive Guide to build a Recommendation Engine from scratch (in Python)

Pulkit Sharma 
2018 

0
+

Report 
Machine Learning Cheat Sheet (for scikitlearn)

Andreas Mueller 
2013 

0
+

Report 
Dive Into NLTK, Part VII: A Preliminary Study on Text Classification

Author Unknown 
2014 

0
+

Report 
Fast AI Machine Learning Lecture 1 Notes

Sanyam Bhutani 
2018 

0
+

Report 
Lightning tour of spaCy usage

Matthew Honnibal 
2015 

0
+

Report 
Comprehensive Guide to Learning Python for Data Analysis and Data Science

Martijn Theuwissen 
2016 

0
+

Report 
How to Write Perfect Python Commandline Interfaces — Learn by Example

Yannick Wolff 
2018 

0
+

Report 
Lemmatizing with NLK

Harrison 
2018 

0
+

Report 
Logical foundations of databases

Diego Figueira, Gabriele Puppis 
2016 

0
+

Report 
Artificial Neural Networks II

Shubhendu Trivedi 
2015 

0
+

Report 
'Python for Data Science: Learn in 3 days

Deepanshu Bhalla 
2017 

0
+

Report 
Machine Learning Exercises In Python, Part 8

John Wittenauer 
2014 

0
+

Report 
NLP Tutorial Using Python NLTK (Simple Examples)

Mokhtar Ebrahim 
2017 

0
+

Report 
The Langauge of Directed Acyclic Graphical Models

Roger Levy 
2012 

0
+

Report 
Negative Dependence, Stable Polynomials etc in ML

Suvrit Sra & Stefanie Jegelka 
2018 

0
+

Report 
An Introduction to Scientific Python Matplotlib

Jamal Moir 
2016 

0
+

Report 
Modality and Negation in Natural Language Processing

Roser Morante 
2011 

0
+

Report 
Tutorial: Optimization for Machine Learning

Elad Hazan 
2018 

0
+

Report 
matplotlib  2D and 3D plotting in Python

J.R. Johansson 
2015 

0
+

Report 
Some Relevant Topics in Optimization

Stephen Wright 
2012 

0
+

Report 
DomainSpecific Corpora

Craig Knoblock 
2018 

0
+

Report 
Deep Reinforcement Learning with TensorFlow 2.0

Roman Ring 
2019 

0
+

Report 
AIs Language Problem

Will Knight 
2013 

0
+

Report 
Expectation Maximization (EM)

Karl Stratos 
2018 

0
+

Report 
Our approach to morphology

Jirka Hana & Anna Feldman 
2013 

0
+

Report 
Probabilistic Models in Computational Linguistics

Christopher Manning 
2000 

0
+

Report 
Linear algebra cheat sheet for deep learning

Brendan Fortuner 
2017 

0
+

Report 
Singular Value Decomposition vs. Matrix Factoring in Recommender Systems

K. Delphino 
2019 

0
+

Report 
representations of relationships in text (and images) ...and some other stuff

Hal Daume III 
2017 

0
+

Report 
scikitlearninteractivetutorial

Andreas Mueller 
2017 

0
+

Report 
An overview of the Gradient Descent algorithm

Nishit Jain 
2019 

0
+

Report 
HOW TO SOLVE 90% OF NLP PROBLEMS: A STEPBYSTEP GUIDE

Emmanuel Ameisen 
2019 

0
+

Report 
Python tools for NLP

Françoise Provencher 
2014 

0
+

Report 
ACL 2015 Tutorial on Matrix and Tensor Factorization Methods for Natural Langauge Processing

Jason Naradowsky 
2015 

0
+

Report 
An Interactive Guide To The Fourier Transform

Kalid Azad 
2017 

0
+

Report 
Machine Learning algorithms

Andrew W. Moore 
2001 

0
+

Report 
Extracting information from reports using Regular Expressions Library in Python

Yogesh Kulkarni 
2017 

0
+

Report 
An Example Machine Learning Notebook

Randal S. Olson 
2017 

0
+

Report 
Dive Into NLTK, Part VIII: Using External Maximum Entropy Modeling Libraries for Text Classification

Author Unknown 
2014 

0
+

Report 
PyTorch Basics in 4 Minutes

Sanyam Bhutani 
2018 

0
+

Report 
Investigating bias with NLTK

Harrison 
2018 

0
+

Report 
Logical foundations of databases

Diego Figueira, Gabriele Puppis 
2016 

0
+

Report 
MLlib: Scalable Machine Learning on Spark

Xiangrui Meng 
2017 

0
+

Report 
Machine Learning Workflows in Python from Scratch Part 1: Data Preparation

Matthew Mayo 
2017 

0
+

Report 
Matrix Algebra Tutorial

Harvey Berman 
2017 

0
+

Report 
An overview of gradient descent optimization algorithms

Sebastian Ruder 
2017 

0
+

Report 
NLP Tutorial Using Python NLTK (Simple Examples)

Mokhtar Ebrahim 
2017 

0
+

Report 
An Introduction to Scientific Python (and a Bit of the Maths Behind It) Matplotlib

Jamal Moir 
2016 

0
+

Report 
Optimizing Human Language Learning

Masato Hagiwara 
2018 

0
+

Report 
Introduction to Python

Eric Matthes 
2013 

0
+

Report 
Sparse and Regularized Optimization Part 2

Stephen Wright 
2012 

0
+

Report 
Eigenvalues and Eigenvectors, Imaginary and Real

Eugene Khutoryansky 
2016 

0
+

Report 
Einstein Summation in Numpy

Olexa Bilaniuk 
2016 

0
+

Report 
How to get started with machine learning on graphs

David Mack 
2018 

0
+

Report 
Why Machine Learning Is A Metaphor For Life

Adit Deshpande 
2017 

0
+

Report 
Computational Morphology: Resourcelight Approaches to Morphology

Jirka Hana & Anna Feldman 
2013 

0
+

Report 
Linear Algebra for Machine Learning

Sargur N. Srihari 
2017 

0
+

Report 
100 Things You Always Wanted to Know about Linguistics But Were Afraid to Ask

Emily M. Bender 
2012 

0
+

Report 
Natural Language Understanding: Foundations and StateoftheArt

Percy Liang 
2017 

0
+

Report 
The Guide to Learning Python for Data Science

Vincent Granville 
2016 

0
+

Report 
An Introduction to Scientific Python (and a Bit of the Maths Behind It) NumPy

Jamal Moir 
2016 

0
+

Report 
Spectral Learning Algorithms for Natural Language Processing

Shay Cohen, Michael Collins, Dean Foster, Karl Stratos, and Lyle Ungar 
2013 

0
+

Report 
Using Scrapy to Build your Own Dataset

Michael Galarnyk 
2017 

0
+

Report 
Patterns for Research in Machine Learning

Ali Eslami 
2012 

0
+

Report 
Phylogenetic Trees II: Estimating distances, estimating trees from distances

Gerhard Jäger 
2016 

0
+

Report 
Ultimate Guide to Understand & Implement Natural Language Processing (with codes in Python)

Shivam Bansal 
2017 

0
+

Report 
A Tutorial on Dual Decomposition

Yujia Li 
2014 

0
+

Report 
Getting Started with Pattern

Author Unknown 
2014 

0
+

Report 
Machine Learning Exercises In Python, Part 2

John Wittenauer 
2014 

0
+

Report 
The Beginner’s Guide to Gradient Descent

ChiFeng Wang 
2018 

0
+

Report 
Linear Regression — Python Implementation

Marco Peixeiro 
2018 

0
+

Report 
Using FastText via Gensim

RaReTechnologies 
2019 

0
+

Report 
Cheatsheet Python & R codes for common Machine Learning Algorithms

Analytics Vidhya 
2015 

0
+

Report 
Dive Into NLTK, Part IX: From Text Classification to Sentiment Analysis

Author Unknown 
2014 

0
+

Report 
Entraînement : Optimisation continue

Nicolas Le Roux 
2018 

0
+

Report 
Optimization methods for machine learning Part 1

Jorge Nocedal 
2012 

0
+

Report 
PyTorch Primer Series #0

Sanyam Bhutani 
2018 

0
+

Report 
Natural Language Processing in Artificial Intelligence is almost humanlevel accurate. Worse yet, it gets smart!

Rafal 
2017 

0
+

Report 
Logical foundations of databases

Diego Figueira, Gabriele Puppis 
2016 

0
+

Report 
Bayesian Models for Machine Learning

John Paisley 
2016 

0
+

Report 
Supervised learning is great its data collection thats broken

Ines Montani, Matthew Honnibal 
2017 

0
+

Report 
How Bayesian inference Works

Brandon Rohrer 
2016 

0
+

Report 
Welcome and Introduction

Philip Schulz, Wilker Aziz 
2018 

0
+

Report 
Python for Developers

Ricardo Duarte 
2013 

0
+

Report 
Linear Algebra  Matrix Transformations

Eugene Khutoryansky 
2015 

0
+

Report 
From Scratch: AI Balancing Act in 50 Lines of Python

Mike Shi 
2018 

0
+

Report 
Computational Morphology: Introduction

Aarne Ranta 
2011 

0
+

Report 
Planting the Seeds of Probabilistic Thinking

Shakir Mohamed 
1058 

0
+

Report 
Optimization for Deep Learning

Sebastian Ruder 
2017 

0
+

Report 
Introduction to Python

Luis Pedro Coelho 
2013 

0
+

Report 
Natural Language Processing (NLP) for Computational Social Science

Cristian DanescuNiculescuMizil, Lillian Lee 
2015 

0
+

Report 
A Pocket Guide to Data Science

Brandon Rohrer 
2016 

0
+

Report 
Spectral Algorithms for Latent Variable Models Part III: Latent Tree Models

Le Song 
2012 

0
+

Report 
Phylogenetic Trees IV: Maximum Likelihood

Gerhard Jäger 
2016 

0
+

Report 
Tutorial on Automated Machine Learning using MLBox

NSS 
2017 

0
+

Report 
Boost Your Jupyter Notebook Productivity

Nazif Berat 
2017 

0
+

Report 
Keras tutorial: Practical guide from getting started to developing complex deep neural network

Ankit Sachan 
2019 

0
+

Report 
Dive into Machine Learning

Michael Floering 
2015 

0
+

Report 
Dive Into NLTK, Part X: Play with Word2Vec Models based on NLTK Corpus

Author Unknown 
2014 

0
+

Report 
Maximum Likelihood, Expectation Maximization

Pieter Abbeel 
2015 

0
+

Report 