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Tag: Python

My Top 7 Picks on PyCon 2020 Online
My top 7 picks for PyCon 2020 videos that is useful for Python developers, Data Scientist & Educators.
New Course: NumPy for Data Engineers
We've just launched a new interactive online course that'll take you from zero to pro with NumPy in the context of data engineering — dive in! The post New Course: NumPy for Data Engineers appeared first on Dataquest.
Getting started with Spark and batch processing frameworks
Getting started with Spark & batch processing frameworksWhat you need to know before diving into big data processing with Apache Spark and other frameworks.When I was an Insight Data Engineering Fellow in 2016, I knew very little about Apache Spark prior to starting the program. Worse, documentation seemed sparse and …
New Pandas UDFs and Python Type Hints in the Upcoming Release of Apache Spark 3.0™
Pandas user-defined functions (UDFs) are one of the most significant enhancements in Apache Spark for data science. They bring many benefits, such as enabling users to use Pandas APIs and improving performance. However, Pandas UDFs have evolved organically over time, which has led to some inconsistencies and is creating confusion …
Manage and Scale Machine Learning Models for IoT Devices
A common data science internet of things (IoT) use case involves training machine learning models on real-time data coming from an army of IoT sensors. Some use cases demand that each connected device has its own individual model since many basic machine learning algorithms often outperform a single complex model. …
The Budget Traveler's Guide to Southeast Asia
I spent the year 2019 on the road. One year of solo-travel without plans or expectations - just a thirst for adventure and (hopefully) enough savings to get me through. For most of the year you could find me somewhere in Southeast Asia, where a savvy traveler can enjoy a …
2020 NBA Season Analysis
LinkedIn | Github Inspiration and Goals Sadly, the NBA season has been put on hold this year due to coronavirus, and as an avid basketball fan and long time player, I was devastated to find out that the NBA might be canceling the remainder of the season if the situation …
How to teach using Kaggle
Do not waist time in classes installing things. You can use pre-installed notebooks to teach Python, R, DataScience, MachineLearning.
A spring, a rubber band, and chaos
Suppose you have a mass suspended by the combination of a spring and a rubber band. A spring can be compressed but a rubber band cannot. So the rubber band resists motion as the mass moves down but not as it moves up. In [1] the authors use this situation …
Predicting Zillow Rent Index Values
Project Overview Objective The real estate market is one of the most lucrative and most attractive markets for a high-yield investment in the United States. Having a tool to accurately predict what housing prices are going to be in the future provides a unique opportunity to allocate the investment capital, …
Glow 0.3.0 Introduces New Large-Scale Genomic Analysis Features
In October of last year, Databricks and the Regeneron Genetics Center® partnered together to introduce Project Glow, an open-source analysis tool aimed at empowering genetics researchers to work on genomics projects at the scale of millions of samples. Since we introduced Glow, we have been busy at work adding new …
How to Run a Python Script? (Step by Step Tutorial, with Example)
In this tutorial, you’ll learn how to run a Python script. And it’s quite essential. When working on data science projects, you’ll write Python code all the time…... The post How to Run a Python Script? (Step by Step Tutorial, with Example) appeared first on Data36.
This Old House: Using ML to Guide Home Renovations
Project Summary Selling a house can be a uniquely stressful time for homeowners, particularly if the house is older or has been 'worn in' by children now full-grown and off to college. Owners may be tempted to renovate their aged house in an attempt to attract potential buyers and drive …
Databricks Extends MLflow Model Registry with Enterprise Features
We are excited to announce new enterprise grade features for the MLflow Model Registry on Databricks. The Model Registry is now enabled by default for all customers using Databricks’ Unified Analytics Platform. In this blog, we want to highlight the benefits of the Model Registry as a centralized hub for …
Forecasting Best Practices, from Microsoft
Microsoft has released a GitHub repository to share best practices for time series forecasting. From the repo: Time series forecasting is one of the most important topics in data science. Almost every business needs to predict the future in order to make better decisions and allocate resources more effectively. This …
10 Minutes from pandas to Koalas on Apache Spark
This is a guest community post from Haejoon Lee, a software engineer at Mobigen in South Korea and a Koalas contributor. pandas is a great tool to analyze small datasets on a single machine. When the need for bigger datasets arises, users often choose PySpark. However, the converting code from …
Python File I/O
Python File I/O
What is Data Science?
The demand for data scientists is increasing in the market and people are just flocking into the field.