Human Impact on Amazon Rainforests: A Geospatial Analysis Using Python20211021164006

Human Impact on Amazon Rainforests: A Geospatial Analysis Using Python

Nicolas BohorquezOctober 21, 2021data analysis, data mapping, folium, geopandas, geospatial data, pandas, spatial data
Learn how to use Python to examine human impact on the Amazon rainforest. ...
Cohort Analysis with Python’s matplotlib, pandas, numpy and datetime20210826135306

Cohort Analysis with Python’s matplotlib, pandas, numpy and datetime

Nicolas BohorquezAugust 26, 2021cohort analysis, data analysis, forecasting, matplotlib, pandas, python, retention rates, theseus-growth
Learn how to use Python to perform cohort data analysis in order to better calculate retention rates and perform forecasting....
Spotify & Music Videos – A Python Microservice Tutorial20210729175713

Spotify & Music Videos – A Python Microservice Tutorial

Nicolas BohorquezJuly 29, 2021microservices, python, Spotify, YouTube
Learn how to use Python to create a microservice that generates a YouTube music video playlist from a Spotify song list....
Can an AI Classification Model detect AI-generated content?20210617135700

Can an AI Classification Model detect AI-generated content?

Nicolas BohorquezJune 17, 2021classification model, confusion matrix, GPT-2, GPT-3, nltk, scikit-learn
As AI-generated text improves, can we programatically distinguish it from human created text? Read this blog to find out....
The ten most important Pandas functions, and how to work with them20210520132705

The ten most important Pandas functions, and how to work with them

Nicolas BohorquezMay 20, 2021Apply function, Explode function, iLoc, JSON_normalize, Loc, Merge function, pandas, Query Function, Read_X, Rename function, Sample function
Learn how to work with the top 10 Pandas functions for data analysis and data manipulation....
How to Use Machine Learning to Determine Titanic Survivors20210507110918

How to Use Machine Learning to Determine Titanic Survivors

Nicolas BohorquezMay 7, 2021Exploratory data analysis, Kaggle Titanic competition, MLBox, pandas, pandas-profiling, scikit-learn
Predict the survivors of titanic by using Python and machine learning. Get a ready-to-use Python environment with all the packages you need!...
Java versus Python: Key programming differences in 202120210415110348

Java versus Python: Key programming differences in 2021

Nicolas BohorquezApril 15, 2021Dynamically Typed Languages, Interpreted Langauges, java, Object Oriented Programming, python, REPL
Python’s rising status as one of the most popular programming languages in the world is undeniable. Meanwhile, Java’s popularity in the market has bee...
How to Build a Lyrics Generator with Python & Recurrent Neural Networks20210401145432

How to Build a Lyrics Generator with Python & Recurrent Neural Networks

Nicolas BohorquezApril 1, 2021keras, lyric generator, numpy, pandas, poetry generator, recurrent neural network, RNN, tensorflow
Text generation is one of the most common examples of applied Machine Learning (ML). The constant evolution of algorithms and the huge amount of text ...
The Top 10 AutoML Python packages to automate your machine learning tasks20210318144912

The Top 10 AutoML Python packages to automate your machine learning tasks

Nicolas BohorquezMarch 18, 2021autoGL, AutoGluon, Autokeras, autoML, H2O, Ludwig, MLBox, Neural Network Intelligence, pandas-profiling, Snorkel, TPOT
The large Python ecosystem includes tools that fast-track several different tasks in the data analysis and Machine Learning (ML) pipeline. When it com...
Simulating Complex Systems with Python: How Does COVID Spread?20210204151153

Simulating Complex Systems with Python: How Does COVID Spread?

Nicolas BohorquezFebruary 4, 2021Agent Based Modeling, complex system simulation, COVID modeling, Mesa ABM, Susceptible Infected Recovered
Step 2 — Create a COVID Modeling Environment Our environment stores a number of global parameters, including:  Infection probability Incubation ...
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