KDnuggets

NOVEMBER 27, 2019

This week: Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead; Advice for New and Junior Data Scientists; Python Tuples and Tuple Methods; Can Neural Networks Develop Attention? Google Thinks they Can; Three Methods of Data Pre-Processing for Text Classification.

Data Scientist 181

Data Scientist Machine Learning Machine Learning Python 181

KDnuggets

AUGUST 30, 2019

Implement some of the core OOP principles in a machine learning context by building your own Scikit-learn-like estimator, and making it better.

Data Scientist 298

Data Scientist ML ML Machine Learning 298

Data Science 101

FEBRUARY 11, 2019

The profile of a data scientist is changing slightly as the profession becomes more solidified. Data Science 365 conducts a study to determine some of the characteristics of a “typical data scientist.” It is definitely worth looking at to understand the attributes of a data scientist in 2019.

Data Scientist 85

Data Scientist Data Science Python 85

KDnuggets

OCTOBER 8, 2019

Also: 10 Great Python Resources for Aspiring Data Scientists; Python Libraries for Interpretable Machine Learning.

Data Scientist 162

Data Scientist Machine Learning Machine Learning Python 162

Smart Data Collective

APRIL 14, 2020

The future of data science jobs continues to be brighter than ever in 2020. According to Glassdoor’s list of Best Jobs in America for the past four years, “data scientist” topped in terms of job demand, job satisfaction, and pay with an average base salary of more than $100,000 per year. 11% started as a data analyst.

Data Scientist 115

Data Scientist Data Science SQL Python 115

KDnuggets

SEPTEMBER 11, 2019

How one person overcame rejections applying to Data Scientist positions by getting actual data on who is getting hired; Advice from Andrew Ng on building ML career and reading research papers; 10 Great Python resources for Data Scientists; Python Libraries for Interpretable ML,

Data Scientist 137

Data Scientist Python ML ML 137

KDnuggets

SEPTEMBER 11, 2019

Python Libraries for Interpretable Machine Learning; How #AI will transform #healthcare (and can it fix US healthcare system?); Building Recommendation System - an overview ; I wasn't getting hired as a Data Scientist. So I sought data on who is.

Data Scientist 129

Data Scientist Python Machine Learning Machine Learning 129

KDnuggets

SEPTEMBER 18, 2019

How to Become More Marketable as a Data Scientist; Ensemble Methods for Machine Learning: AdaBoost. Also: Cartoon: Unsupervised #MachineLearning?; Cartoon: Unsupervised Machine Learning ?

Machine Learning 235

Machine Learning Machine Learning Data Scientist Python 235

KDnuggets

SEPTEMBER 23, 2019

Also: Explore the world of Bioinformatics with Machine Learning; My journey path from a Software Engineer to BI Specialist to a Data Scientist; 5 Beginner Friendly Steps to Learn Machine Learning and Data Science with Python; 10 Great Python Resources for Aspiring Data Scientists.

Data Science 210

Data Science Data Scientist Machine Learning Machine Learning 210

KDnuggets

SEPTEMBER 9, 2019

Also: Python Libraries for Interpretable Machine Learning; TensorFlow vs PyTorch vs Keras for NLP; Advice on building a machine learning career and reading research papers by Prof. Andrew Ng; Object-oriented programming for data scientists: Build your ML estimator.

Data Scientist 136

Data Scientist Machine Learning Machine Learning ML 136

KDnuggets

SEPTEMBER 30, 2019

Also: 12 Deep Learning Researchers and Leaders; Natural Language in Python using spaCy: An Introduction; A Single Function to Streamline Image Classification with Keras; Which Data Science Skills are core and which are hot/emerging ones?; 6 bits of advice for Data Scientists.

Deep Learning 143

Deep Learning Deep Learning Data Science Data Scientist 143

KDnuggets

SEPTEMBER 25, 2019

Learn about unexpected risk of AI applied to Big Data; Study 5 Sampling Algorithms every Data Scientist needs to know; Read how one data scientist copes with his boring days of deploying machine learning; 5 beginner-friendly steps to learn ML with Python; and more.

Data Scientist 126

Data Scientist Big Data Big Data Algorithm 126

KDnuggets

OCTOBER 2, 2019

Also: Top KDnuggets tweets, Sep 18-24: Python Libraries for Interpretable Machine Learning; Scikit-Learn: A silver bullet for basic ML; Automatic Version Control for Data Scientists; My journey path from a Software Engineer to BI Specialist to a Data Scientist.

Python 137

Python Data Scientist Machine Learning Machine Learning 137

Data Science 101

APRIL 12, 2019

LinkedIn’s 2017 report had put Data Scientist as the second fastest growing profession and it’s number one on 2019’s list of most promising jobs. There are three main reasons why data science has been rated as a top job according to research. 3 1010 Data. Checkout: 1010 Data Careers. #4

Data Scientist 110

Data Scientist Data Science DataOps Hadoop 110

KDnuggets

OCTOBER 7, 2019

As a data scientist, your most important skill is creating meaningful visualizations to disseminate knowledge and impact your organization or client. These seven principals will guide you toward developing charts with clarity, as exemplified with data from a recent KDnuggets poll.

Data Visualization 302

Data Visualization Data Science Data Scientist Python 302

Smart Data Collective

JUNE 10, 2019

This article, therefore, discusses the top programming languages of 2019. Python is one of the most important languages for data science. The popularity of python has been on the rise and is showing no signs of waning. Not many data scientists specialize in JavaScript programming. JavaScript.

Python 105

Python Data Scientist Machine Learning Machine Learning 105

KDnuggets

DECEMBER 31, 2019

A Gentle Introduction to #Math Behind #NeuralNetworks; Learn How to Quickly Create UIs in Python; I wanna be a data scientist, but. I created my own deepfake in two weeks.

Data Scientist 180

Data Scientist Python 180

KDnuggets

AUGUST 21, 2019

This week's news: Become More Marketable as a Data Scientist; Command Line Basics Every Data Scientist Should Know; Chatbots with Keras!; Understanding Cancer using Machine Learning; Statistical Modelling vs Machine Learning; Is Kaggle Learn a "Faster Data Science Education?"; and much more!

Data Scientist 131

Data Scientist Data Science Machine Learning Machine Learning 131

KDnuggets

AUGUST 26, 2019

Understanding Decision Trees for Classification in Python; How to Become More Marketable as a Data Scientist; Is Kaggle Learn a Faster Data Science Education? Also: Deep Learning for NLP: Creating a Chatbot with Keras!;

Data Scientist 120

Data Scientist Decision Trees Deep Learning Deep Learning 120

KDnuggets

JULY 30, 2019

Data Scientists need computing power. Whether you’re processing a big dataset with Pandas or running some computation on a massive matrix with Numpy, you’ll need a powerful machine to get the job done in a reasonable amount of time.

Data Science 274

Data Science Data Scientist Big Data Big Data 274

KDnuggets

SEPTEMBER 25, 2019

Python Libraries for Interpretable Machine Learning; Scikit-Learn: A silver bullet for basic machine learning; I wasn't getting hired as a Data Scientist. So I sought data on who is; Which Data Science Skills are core and which are hot/emerging ones?

Machine Learning 126

Machine Learning Machine Learning Python Data Scientist 126

Data Science 101

APRIL 29, 2019

Here is the latest data science news for the week of April 29, 2019. From Data Science 101. The Go Programming Language for Data Science Quick Video Tutorial for Find Updates in Azure Two-Minute Papers, One Pixel attack on NN. General Data Science.

Data Science 81

Data Science Deep Learning Deep Learning Azure 81

Data Science 101

MAY 6, 2019

At Springboard , we recently sat down with Michael Beaumier, a data scientist at Google, to discuss his transition into the field, what the interview process is like, the future of data wrangling, and the advice he has for aspiring data professionals. in physics and now you’re a data scientist.

Data Wrangling 98

Data Wrangling Data Scientist SQL Data Science 98

Towards AI

AUGUST 7, 2024

From Solo Notebooks to Collaborative Powerhouse: VS Code Extensions for Data Science and ML Teams Photo by Parabol | The Agile Meeting Toolbox on Unsplash In this article, we will explore the essential VS Code extensions that enhance productivity and collaboration for data scientists and machine learning (ML) engineers.

Data Science 116

Data Science ML ML Data Scientist 116

KDnuggets

OCTOBER 2, 2019

This week, find out what the future of analytics and data science holds; get an introduction to spaCy for natural language processing; find out how to use time series analysis for baseball; get to know your data; read 6 bits of advice for data scientists; and much, much more!

Data Science 143

Data Science Natural Language Processing Analytics Analytics 143

KDnuggets

NOVEMBER 20, 2019

Read tips and tricks that helped one Data Scientist to get better at Machine Learning; Learn how to make ML project cost-effective; Consider submitting a blog to KDnuggets - you can be profiled here; and study how to manipulate Python lists.

Machine Learning 134

Machine Learning Machine Learning ML ML 134

Data Science 101

NOVEMBER 7, 2019

Python support has been available for a while. Azure Machine Learning is an environment to help with all the aspects of data science from data cleaning to model training to deployment. There were a few other interesting announcements which are not completely specific to data scientists, but are worth mentioning.

Data Science 106

Data Science Azure SQL Machine Learning 106

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. Definition: Data Mining vs Data Science. Machine learning.

Data Mining 144

Data Mining Data Mining Data Mining Data Science 144

KDnuggets

JULY 31, 2019

Learn the essential skills needed to become a Data Science rockstar; Understand CNNs with Python + Tensorflow + Keras tutorial; Discover the best podcasts about AI, Analytics, Data Science; and find out where you can get the best Certificates in the field.

Data Science 120

Data Science Analytics Analytics Data Scientist 120

KDnuggets

OCTOBER 9, 2019

Also: 12 things I wish I'd known before starting as a Data Scientist; 10 Free Top Notch Natural Language Processing Courses; The Last SQL Guide for Data Analysis; The 4 Quadrants of #DataScience Skills and 7 Principles for Creating a Viral DataViz.

Natural Language Processing 126

Natural Language Processing Data Scientist SQL Data Analysis 126

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 123

Natural Language Processing Deep Learning Deep Learning Data Analysis 123

AWS Machine Learning Blog

APRIL 7, 2025

Discover Llama 4 models in SageMaker JumpStart SageMaker JumpStart provides FMs through two primary interfaces: SageMaker Studio and the Amazon SageMaker Python SDK. Alternatively, you can use the SageMaker Python SDK to programmatically access and use SageMaker JumpStart models. billion to a projected $574.78

AWS 117

AWS Machine Learning Machine Learning ML 117

AWS Machine Learning Blog

MAY 10, 2023

Jupyter enables users to work with code and data interactively, and to build and share computational narratives that provide a full and reproducible record of their work. Given the importance of Jupyter to data scientists and ML developers, AWS is an active sponsor and contributor to Project Jupyter.

ML 104

ML ML AWS Data Science 104

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

AWS Machine Learning Blog

DECEMBER 18, 2024

Fastweb , one of Italys leading telecommunications operators, recognized the immense potential of AI technologies early on and began investing in this area in 2019. With a vision to build a large language model (LLM) trained on Italian data, Fastweb embarked on a journey to make this powerful AI capability available to third parties.

Clustering 101

Clustering AWS AI AI 101

ODSC - Open Data Science

MAY 30, 2025

Allen Downey, PhD, Principal Data Scientist at PyMCLabs A foundational pillar of ODSC, Allen has been a dedicated speaker and contributor since our earliest community meetups. This is why we celebrated our speakers at ODSC East 2025 this year by giving six of our leading speakers awards to highlight their impact on the community.

Data Scientist 52

Data Scientist Data Science Data Analysis Data Analysis 52

AWS Machine Learning Blog

APRIL 29, 2024

This is a guest post co-authored with Ville Tuulos (Co-founder and CEO) and Eddie Mattia (Data Scientist) of Outerbounds. It provides an approachable, robust Python API for the full infrastructure stack of ML/AI, from data and compute to workflows and observability.

AWS 127

AWS ML ML Python 127