Scalable Machine Learning with Dask

Scalable Machine Learning with Dask

Here’s an interesting talk on Dask from AnacondaCon 2018. Tom Augspurger. Scikit-Learn, NumPy, and pandas form a great toolkit for single-machine, in- memory analytics. Scaling... Details
15 Python Libraries for Data Science You Should Know

15 Python Libraries for Data Science You Should Know

Python is one of the most popular languages around today. It's used by a variety of data scientists and software developers alike for data science, web... Details
What's the right forecasting method? It depends on your data.

What’s the right forecasting method?

Short answer: It depends. Long Answer: It depends on your data. Here's an interesting look at forecast modeling algorithms and methods. "Simple forecasting methods, such... Details
Jupyter Notebooks in Visual Studio Code

Jupyter Notebooks in Visual Studio Code

Visual Studio Code offers many great features for Data Scientists and Python developers alike, allowing you to explore and experiment on your data using the... Details
Kappa vs Lambda Architecture

Kappa vs Lambda Architecture

Chris Seferlis describes some key differences between the Kappa and Lambda Architectures, advantages and disadvantages of each, and why you might choose one over the... Details
12 Cognitive Biases Explained

12 Cognitive Biases Explained

Cognitive biases are flaws in logical thinking that clear the path to bad decisions, so learning about these ideas can reduce errors in your thought... Details
Data science: Which technologies are hot (and which are not)?

Which Data Science Technologies are Hot

While the demand for data science skills continues to rise, the specific skillsets around that demand has remained fairly consistent, according to a Jeff Hale... Details
Thoughts on Amazon’s Brick and Mortar Bookstore

Thoughts on Amazon’s Brick and Mortar Bookstore

In this Data Point, Frank shares his first impressions of Amazon's brick and mortar store in Bethesda, MD and why the future of retail is... Details
Top 5 data science and strategy predictions for 2020

Top 5 Data Science and Strategy Predictions for 2020

Clearly, we are now in the age of data and it’s important to consider what’s next. Research from Gartner shows that more than half of... Details
Graph Theory Tutorial

Graph Theory Tutorial

This full 6 hour+ course provides a complete introduction to Graph Theory algorithms in computer science. Code: https://github.com/williamfiset/algorithms Slides: https://github.com/williamfiset/Algorithms/tree/master/slides/graphtheory Course created by William Fiset.... Details