Blogs
How to upload large files (100mb+) to Github
You can use the command line to upload files up to 100mb to github. To upload files larger than 100mb to github, you will need to use github large file storage system (Github LFS).
How to create a virtual environment for data science projects.
Virtual environments are a way to isolate your projects to avoid package/version conflicts between projects when working on different projects that require different packages and/or versions
How to create, export and Import anaconda environments.
In this tutorial we cover how to create anaconda environments, how to import and export anaconda environments, and how to put your anaconda environment in jupyter lab.
[Detailed] concat, join, merge dataframes in pandas & python
How to use pandas and python to merge 2 or multiple dataframes. How to do inner, outer, left, right, left_on, right_on, left_index, right_index merge. Join and concat, merge dataframes with no column in common.
15 Fruits Image Classification with Computer Vision and TensorFlow
This multi image recognition project aims to accomplish a couple of things. The primary objective was to build a model that can classify 15 various fruits. These are the steps taken to accomplish that mission.
How to do Exploratory Data Analysis with Pandas Profile Report
How to quickly and efficiently explore your dataset with Pandas Profile Report Function. The first thing to do with a new dataset is to explore it and get a feel and intuition for the data before you start hacking away at the data.
How to Embed Plotly Graphs in Powerpoint
This tutorial content is going to teach you how to take your interactive plotly graphs and embed them into PowerPoint. Putting your plotly graph on your PowerPoint Slide is easier than you think.
How to Embed Plotly Graphs in Websites
This tutorial content is going to teach you how to take your interactive plotly graphs and embed them into your wordpress blog, or any blog no matter where your blog is hosted.
4 ways to load data in Jupyter notebook and visual studio code.
How to load data from CSV file, URL link, ZIP file, .TAR file in Jupyter Notebook and Visual Studio Code using Python and Pandas. How to Use WGET, import Zipfile, Import Tarfile, and other file unlocking techniques.
How to Create a New DataFrame in Python using Pandas
This tutorial will teach you how to create new columns and datasets in python using pandas for data analysis. Pandas is one of the easiest and most popular tools to create datasets.
How to Engineer a New Feature in Python Using Pandas
Before you engineer a new feature, you need to ask yourself questions like, what is the purpose of this new feature, what am I trying to accomplish with this new feature, what experiment am I running?
How to Drop and Delete a Column In Python Using Pandas
This tutorial content will teach you how to drop or delete a column from your dataset using python and pandas. To drop multiple columns, you place the columns that you want in a list.
5 Ways to load a dataset in google colab python notebook.
This tutorial shows you 5 different ways to load data in google colab. It includes YouTube tutorial videos, code examples, and images to guide you through this detailed explanation.
How to upload your CSV file online for data analysis
This tutorial is going to teach you how to take a csv file and put it online so that you can do data analysis with the url link containing the data instead of using the csv file containing the data.
How to Create a 2D graph in python using Plotly Express
This tutorial is going to show you how to create a 2d graph in python using the plotly express library. Let’s dive in. Step 1: Install Plotly Express in Python, Anaconda, and Visual Studio Code.
How to Create a 3D Graph in Python using Plotly Express
This tutorial is going to show you how to create a 3d graph in python using the plotly express library. Step 1: Install Plotly Express in Anaconda environment or your local computer.
Predicting the Life Expectancy of a Country or Population
What factors determine how long people are going to live? Some factors that impact life expectancy include lifestyle, economic stability, access to medical care, social factors, and many other nuances of life.
How to Graph With MatplotLib Using Python With Pictures and Video
This tutorial is a stepwise guide on how to graph with matplotlib using python, taught with videos and images. The two graphs above is the graph we are going to re-create by tweaking all aspects of the graph.
Billions of Dollars in Student Loan Default!! Why?
$1.52 trillion in loan debt. The student loan program created with good intentions to help lower to middle income kids go to college has destroyed the lower to middle income families they were designed to help.
The Dangers and Consequences of Black Box Algorithms
Algorithm! What is it? You hear this word everyday and everywhere you go. Algorithms affect all aspects of our daily lives from using your phone alarm clock to listening to music and scrolling social media.
How to Install and Get Started with SQLite on Windows and Mac Computer
Installation process for Mac and windows are similar, but there is a slight difference in the code used and how many steps are required to create an alias for sqlite.
SQLite Download instructions for windows and Mac.