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ds-unit-3-sprint-2-sql-and-databases

SQL and Databases for Data Science

ds-unit-3-sprint-3-big-data

ds-unit-3-sprint-4-productization-and-cloud

Building a real deployed full-stack application, backed by Data Science

ds-unit-4-sprint-1-tree-ensembles

ds-unit-4-sprint-2-nlp

ds-unit-4-sprint-3-neural-networks

ds-unit-4-sprint-4-deep-learning

ds-usesful-resources

Interview questions, useful codes, code challenges, helpful references etc

ds1-unit1-persona-project-week5

Personal project at the end of the Unit 1

ds1_project1_housing

ease-of-doing-business

fastbook

The fastai book, published as Jupyter Notebooks

fma

FMA: A Dataset For Music Analysis

forestatrisk

Python Forest At Risk package

graphs

Graphs, BFS, DFS, connected components

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

hello_ds

Practicing DS workflow

intro-python-i

Introduction to Python basics

intro-python-ii

Second part of introduction to Python basics

intro_knn_plotly

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

jupyter-plotly-dash

Jupyter notebook wrapper for plotly dash applications

kaggle-api

Official Kaggle API

kda

An example of using Key Driver Analysis

lambdaschool

lambdaschool_guestlecture

Guest Lecture for Lambda School on using numerical + text based features to improve supervised learning models.

lambdata

Python packages with helpful utility functions for data science

lambdata-1

Python package with helpful utility functions for Data Science

leetcode

Python & JAVA Solutions for Leetcode

leetcode-solutions

:octocat: (Weekly Update) Python / C++ 11 Solutions of All 1140 LeetCode Problems