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
Join the Kaggle competition and learn how to make predictions about how survives the sinking of the Titanic....
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 ...
Movie Box Office Data Analysis with Python – Budgets vs Popularity?20210114134623

Movie Box Office Data Analysis with Python – Budgets vs Popularity?

Nicolas BohorquezJanuary 14, 2021data cleaning, data correlation, data transformation, EDA, Exploratory data analysis, pandas, pandas-profiling
When it’s movie night, most of us choose what to watch based on our personal interests first, and popularity second. Popularity is usually based on so...
How to monitor social distancing using Python and object detection20201015115651

How to monitor social distancing using Python and object detection

Nicolas BohorquezOctober 15, 2020object detection, opencv, python, social distancing
Global environment corruption occurs all too frequently. Virtual environments are better, but need improvement. Here's how....
How to Create Scalable Data Pipelines with Python20200312104418

How to Create Scalable Data Pipelines with Python

Nicolas BohorquezMarch 12, 2020big data, data lake, data pipeline, Event consumer, Stream Processor
Learn how to build a simple, scalable and flexible data pipeline using only Python code. ...