KDnuggets

DECEMBER 4, 2019

This week: The Future of Careers in Data Science & Analysis; Task-based effectiveness of basic visualizations; Open Source Projects by Google, Uber and Facebook for Data Science and AI; Getting Started with Automated Text Summarization; A Non-Technical Reading List for Data Science; and much more!

Data Science 136

Data Science Data Visualization AI AI 136

Cambridge Intelligence

FEBRUARY 20, 2025

This post looks at some of the open source data visualization tools our customers tell us theyve tried before upgrading to our fully-supported toolkits for their analysis apps. Teams working on data visualization applications always aim to build the best product they can. js) GraphViz Viz.js

Data Visualization 52

Data Visualization Algorithm Data Analyst Clustering 52

KDnuggets

OCTOBER 16, 2019

Also: Kannada-MNIST: A new handwritten digits dataset in ML town; Math for Programmers; The 4 Quadrants of Data Science Skills and 7 Principles for Creating a Viral Data Visualization; The Last SQL Guide for Data Analysis You’ll Ever Need.

Natural Language Processing 146

Natural Language Processing Data Visualization SQL Data Analysis 146

KDnuggets

OCTOBER 9, 2019

Read a comprehensive SQL guide for data analysis; Learn how to choose the right clustering algorithm for your data; Find out how to create a viral DataViz using the data from Data Science Skills poll; Enroll in any of 10 Free Top Notch Natural Language Processing Courses; and more.

Data Analysis 131

Data Analysis Data Analysis SQL Data Science 131

Dataconomy

MAY 26, 2025

Enhanced data visualization The tool is particularly advantageous for frequent query editors who need rapid data representation. This feature is especially useful for working with SQL Server 2019’s big data clusters. It has a reduced learning curve, helping new users quickly become proficient.

Azure 91

Azure Database Administration SQL Database 91

Mlearning.ai

FEBRUARY 25, 2023

Several stages of analysis are needed to find insights and make the right decisions related to data, one of which is data visualization. Data visualization is an essential part of the data analysis process, as it helps to make sense of large and complex data sets. Matplotlib anatomy and terminology 2.

Data Visualization 52

Data Visualization Data Science Python Data Scientist 52

KDnuggets

OCTOBER 14, 2019

Also: Activation maps for deep learning models in a few lines of code; The 4 Quadrants of Data Science Skills and 7 Principles for Creating a Viral Data Visualization; OpenAI Tried to Train AI Agents to Play Hide-And-Seek but Instead They Were Shocked by What They Learned; 10 Great Python Resources for Aspiring Data Scientists.

Natural Language Processing 127

Natural Language Processing Deep Learning Deep Learning Data Analysis 127

Explosion

DECEMBER 28, 2019

As 2019 draws to a close and we step into the 2020s, we thought we’d take a look back at the year and all we’ve accomplished. was released – our first major upgrade to Prodigy for 2019. Sep 15: Adriane Boyd makes up the second spaCy developer team hire in 2019. Got a question? ✨ Feb 18: Finally in February, Prodigy v1.7.0

Machine Learning 52

Machine Learning Machine Learning Python Natural Language Processing 52

Dataconomy

SEPTEMBER 4, 2023

Here are some of the key types of cloud analytics: Descriptive analytics: This type focuses on summarizing historical data to provide insights into what has happened in the past. It helps organizations understand trends, patterns, and anomalies in their data.

Analytics 203

Analytics Analytics Big Data Analytics Big Data Analytics 203

KDnuggets

NOVEMBER 28, 2019

Open source is becoming the standard for sharing and improving technology. Some of the largest organizations in the world namely: Google, Facebook and Uber are open sourcing their own technologies that they use in their workflow to the public.

Data Science 400

Data Science AI AI Data Scientist 400

Towards AI

AUGUST 7, 2024

Factors Influencing the Choice Between Jupyter Notebooks and VS Code How to find new extensions for vs code for data science and machine learning. My story (The Shift from Jupyter Notebooks to VS Code) Throughout early to mid-2019, when I started my data science career, Jupyter Notebooks were my constant companions. Conclusion.

Data Science 116

Data Science ML ML Data Scientist 116

Tableau

APRIL 22, 2022

Headwaters has been able to produce powerful visualizations to help communities make sense of complex climate change data and issues. They use Tableau to provide powerful, easily understandable data visualizations to local governments, decision-makers, and community leaders to inform community development and land management decisions.

Tableau 98

Tableau Data Visualization 98

Tableau

APRIL 22, 2022

Headwaters has been able to produce powerful visualizations to help communities make sense of complex climate change data and issues. They use Tableau to provide powerful, easily understandable data visualizations to local governments, decision-makers, and community leaders to inform community development and land management decisions.

Tableau 98

Tableau Data Visualization 98

Smart Data Collective

NOVEMBER 18, 2020

The Data Scientist profession today is often considered to be one of the most promising and lucrative. The Bureau of Labor Statistics estimates that the number of data scientists will increase from 32,700 to 37,700 between 2019 and 2029. Data Mining Techniques and Data Visualization.

Data Mining 144

Data Mining Data Mining Data Mining Data Science 144

Tableau

JUNE 8, 2021

Can you picture a world where data storytelling does no harm? The Tableau Foundation has collaborated with The Urban Institute to bring to you the Do No Harm Guide : Applying Equity Awareness in Data Visualization. It addresses the responsibility we all share in using data ethically to advance equity in our society.

Tableau 111

Tableau Data Visualization Data Scientist Analytics 111

Tableau

MAY 13, 2021

When you want to explore, create, and share data visualizations, we're happy to share that you can start creating vizzes directly from a browser on Tableau Public with the web authoring beta. We believe that focus should be on data exploration, analysis, and storytelling, and not on installations and updates. Kristin Adderson.

Tableau 97

Tableau Data Visualization Algorithm 97

Tableau

DECEMBER 1, 2021

The Salesforce purchase in 2019. Tableau had its IPO at the NYSE with the ticker DATA in 2013. The Salesforce acquisition in August 2019 ended the Tableau board and the last formal Tableau roles for Chris, Pat, and Christian. VizQL: A domain-specific language for visual, self-service analysis. Sept 2019).

Tableau 145

Tableau ML ML Database 145

Data Science Dojo

OCTOBER 10, 2023

Building bridges : Think of a young developer who attended an AI conference back in 2019. Link to event -> Generative AI and Data Storytelling Here are some of the key takeaways from the article: Generative AI is a type of artificial intelligence that can create new content, such as text, images, and music.

AI 243

AI AI Data Observability Artificial Intelligence 243

KDnuggets

SEPTEMBER 17, 2019

We identify two main groups of Data Science skills: A: 13 core, stable skills that most respondents have and B: a group of hot, emerging skills that most do not have (yet) but want to add. See our detailed analysis.

Data Science 307

Data Science Data Visualization Deep Learning Deep Learning 307

KDnuggets

DECEMBER 12, 2019

Python's plotting libraries such as matplotlib and seaborn does allow the user to create elegant graphics as well, but lack of a standardized syntax for implementing the grammar of graphics compared to the simple, readable and layering approach of ggplot2 in R makes it more difficult to implement in Python.

Python 307

Python Data Visualization Data Science 307

Tableau

FEBRUARY 12, 2021

I’m now part of Tableau (having joined in 2019) and recently created Real World Fake Data (RWFD) to scratch an itch for business-ready dashboards for the DataFam community. So the next time you have a notion about data visualization, process, data, or you find something you think is amazing, let it out in a blog!

Tableau 79

Tableau Data Visualization Analytics Analytics 79

KDnuggets

AUGUST 13, 2019

Creating effective data visualisations is a core skill for data scientists. This tutorial will guide you through how to easily develop interactive visualisations using the Python library plotly.

Data Scientist 286

Data Scientist Python Data Visualization 286

AWS Machine Learning Blog

DECEMBER 7, 2023

He joined Getir in 2019 and currently works as a Senior Data Science & Analytics Manager. His team is responsible for designing, implementing, and maintaining end-to-end machine learning algorithms and data-driven solutions for Getir. He then joined Getir in 2019 and currently works as Data Science & Analytics Manager.

AWS 130

AWS Algorithm Data Science Machine Learning 130

Towards AI

OCTOBER 31, 2023

Average Price by Town — Image by Author Monthly Average Price Since our main goal in this blog is to showcase how time-series analysis can enhance regression models, it is imperative to show the time-series aspect of the data visualizations. Therefore, below is the monthly average price of HDB flats from January 2017 to August 2023.

Exploratory Data Analysis 116

Exploratory Data Analysis Tableau Data Visualization Data Analysis 116

Tableau

SEPTEMBER 14, 2022

Since the program’s start in 2019, the Tableau for Students team has supported more than 200 students around the globe—evangelizing Tableau and nurturing the data rockstars of tomorrow. Create data visualization tips and tricks geared toward students and new learners. What can they offer you?

Tableau 55

Tableau Data Visualization Analytics Analytics 55

KDnuggets

SEPTEMBER 17, 2019

What other creative tools for data science beyond Python and R can you use to make an impression? It's not about the tool -- it's about its impact.

Data Science 257

Data Science Python Data Visualization 257

KDnuggets

NOVEMBER 8, 2019

It can also tell you if your data is symmetrical, how tightly your data is grouped, and if and how your data is skewed. It can tell you about your outliers and what their values are.

Data Visualization 255

Data Visualization Python 255

Smart Data Collective

SEPTEMBER 25, 2019

Big data has been billed as being the future of business for quite some time. Analysts have found that the market for big data jobs increased 23% between 2014 and 2019. The impact of big data is felt across all sectors of the economy. However, the future is now. The market for Hadoop jobs increased 58% in that timeframe.

Big Data 101

Big Data Big Data Data Scientist Data Science 101

Data Science 101

MAY 6, 2019

I think in physics one of the things that attracted me most to the field that I studied, which was particle physics, was the ability to leverage computer science mathematical modeling and data visualization to solve big questions. He asks, “How important is SQL in comparison to Python in 2019?”. However, you have to know SQL.

Data Wrangling 98

Data Wrangling Data Scientist SQL Data Science 98

AWS Machine Learning Blog

DECEMBER 4, 2023

He joined Getir in 2019 and currently works as a Senior Data Science & Analytics Manager. His team is responsible for designing, implementing, and maintaining end-to-end machine learning algorithms and data-driven solutions for Getir. His focus was building machine learning algorithms to simulate nervous network anomalies.

AWS 123

AWS Predictive Analytics ML ML 123

Tableau

DECEMBER 1, 2021

The Salesforce purchase in 2019. Tableau had its IPO at the NYSE with the ticker DATA in 2013. The Salesforce acquisition in August 2019 ended the Tableau board and the last formal Tableau roles for Chris, Pat, and Christian. VizQL: A domain-specific language for visual, self-service analysis. Sept 2019).

Tableau 98

Tableau ML ML Database 98

AWS Machine Learning Blog

MAY 15, 2023

He joined Getir in 2019 and currently works as a Senior Data Science & Analytics Manager. His team is responsible for designing, implementing, and maintaining end-to-end machine learning algorithms and data-driven solutions for Getir. He then joined Getir in 2019 and currently works as Data Science & Analytics Manager.

Algorithm 93

Algorithm Data Scientist Machine Learning Machine Learning 93

Towards AI

NOVEMBER 17, 2023

Hamilton has been dominating for the past seven years, and he was the world champion in 2015, 2017, 2018, 2019, and 2020. Image by Author Max Verstappen is the current world f1 champion, ending the era of domination by Lewis Hamilton.

Tableau 117

Tableau Data Science Data Analysis Data Analysis 117

Tableau

FEBRUARY 12, 2021

I’m now part of Tableau (having joined in 2019) and recently created Real World Fake Data (RWFD) to scratch an itch for business-ready dashboards for the DataFam community. So the next time you have a notion about data visualization, process, data, or you find something you think is amazing, let it out in a blog!

Tableau 52

Tableau Data Visualization Analytics Analytics 52

KDnuggets

DECEMBER 3, 2019

Vega and Vega-lite follow in a long line of work that can trace its roots back to Wilkinson’s ‘The Grammar of Graphics.’ Since then VegaLite has come into existence, bringing high-level specification of interactive visualisations to the Vega-Lite world.

Data Visualization 196

Data Visualization 196

AWS Machine Learning Blog

MAY 10, 2023

To achieve this goal, starting from 2017, we launched the Amazon SageMaker notebook instance —a fully managed compute instance running Jupyter that includes all the popular data science and ML packages.

ML 104

ML ML AWS AI 104

KDnuggets

NOVEMBER 27, 2019

This is a summary of a recent paper on an age-old topic: what visualisation should I use? No prizes for guessing “it depends!” Is this the paper to finally settle the age-old debate surrounding pie-charts??

Data Visualization 172

Data Visualization 172