Tutorials

machine learning

Deep Learning With Jupyter Notebooks In The Cloud

This step-by-step tutorial will show you how to set up and use Jupyter Notebook on Amazon Web Services (AWS) EC2 GPU for deep learning.
10
10
python
+2

Python Exploratory Data Analysis Tutorial

Learn the basics of Exploratory Data Analysis (EDA) in Python with Pandas, Matplotlib and NumPy, such as sampling, feature engineering, correlation, etc.
8
8
python
+1

Matplotlib Tutorial: Python Plotting

This Matplotlib tutorial takes you through the basics Python data visualization: the anatomy of a plot, pyplot and pylab, and much more
13
13
python
+1

Python Dictionary Tutorial

In this Python tutorial, you'll learn how to create a dictionary, load data in it, filter, get and sort the values, and perform other dictionary operations.
7
7
r programming
+1

Algorithmic Trading in R Tutorial

In this R tutorial, you'll do web scraping, hit a finance API and use an htmlwidget to make an interactive time series chart to perform a simple algorithmic trading strategy
6
6
python
+2

Scipy Tutorial: Vectors and Arrays (Linear Algebra)

A SciPy tutorial in which you'll learn the basics of linear algebra that you need for machine learning in Python, with a focus how to with NumPy.
4
4
must read
importing & cleaning data
+1

Python Excel Tutorial: The Definitive Guide

Learn how to read and import Excel files in Python, how to write data to these spreadsheets and which are the best packages to do this.
must read
importing & cleaning data
+1
17
17
machine learning
+1

Scikit-Learn 教學:Python 與機器學習

簡單易懂的 scikit-learn 教學,適合想要使用 Python 實作機器學習的初學者閱讀。
6
6
data analysis
+3

Exploring H-1B Data with R: Part 3

Learn how to geocode locations and map them with R
1
1
r programming
+1

Exploring H-1B Data with R: Part 2

Learn even more about exploratory data analysis with R in the second part of the "Exploring H-1B Data" tutorial series
2
2
python
+2

Python Numpy Array Tutorial

A NumPy tutorial for beginners in which you'll learn how to create a NumPy array, use broadcasting, access values, manipulate arrays, and much more.
6
6
r programming
+3

Web Scraping and Parsing Data in R | Exploring H-1b Data Pt. 1

Learn how to scrape data from the web, preprocess it and perform a basic exploratory data analysis with R
4
4
must read
r programming
+1

15 Easy Solutions To Your Data Frame Problems In R

Discover how to create a data frame in R, change column and row names, access values, attach data frames, apply functions and much more.
14
14
must read
python
+1

Python Machine Learning: Scikit-Learn Tutorial

An easy-to-follow scikit-learn tutorial that will help you to get started with the Python machine learning.
23
23
statistical modeling
+1

40+ Python Statistics For Data Science Resources

A list of Python resources for the eight statistics topics that you need to know to excel in data science
3
3