Search results for covid

Found 161 documents, 5931 searched:

• Using Twitter to Understand Pizza Delivery Apprehension During COVID

  Analyzing customer sentiments and capturing any specific difference in emotion to order Dominos pizza in India during lockdown.

  https://www.kdnuggets.com/2021/08/twitter-understand-pizza-delivery-covid.html

• Covid or just a Cough? AI for detecting COVID-19 from Cough Sounds

  Increased capabilities in screening and early testing for a disease can significantly support quelling its spread and impact. Recent progress in developing deep learning AI models to classify cough sounds as a prescreening tool for COVID-19 has demonstrated promising early success. Cough-based diagnosis is non-invasive, cost-effective, scalable, and, if approved, could be a potential game-changer in our fight against COVID-19.

  https://www.kdnuggets.com/2020/12/covid-cough-ai-detecting-sounds.html

• Visualization Of COVID-19 New Cases Over Time In Python

  Inspired by another concise data visualization, the author of this article has crafted and shared the code for a heatmap which visualizes the COVID-19 pandemic in the United States over time.

  https://www.kdnuggets.com/2020/09/visualization-covid-19-new-cases-over-time-python.html

• How Data Science Is Keeping People Safe During COVID-19

  Data, and more importantly, the way people use it, is shaping and refining approaches to COVID-19 safety. Here's a closer look at how this is happening.

  https://www.kdnuggets.com/2020/08/data-science-keeping-people-safe-covid-19.html

• How to make AI/Machine Learning models resilient during COVID-19 crisis

  COVID-19-driven concept shift has created concern over the usage of AI/ML to continue to drive business value following cases of inaccurate outputs and misleading results from a variety of fields. Data Science teams must invest effort in post-model tracking and management as well as deploy an agility in the AI/ML process to curb problems related to concept shift.

  https://www.kdnuggets.com/2020/06/ai-ml-models-resilient-covid-19-crisis.html

• Understanding the COVID-19 Pandemic Using Interactive Visualizations

  Interactive visualizations are an effective method for understanding the COVID-19 pandemic. This article presents a repository filled with just such insightful interactions.

  https://www.kdnuggets.com/2020/04/interactive-covid-19-visualizations.html

• Coronavirus COVID-19 Genome Analysis using Biopython">Coronavirus COVID-19 Genome Analysis using Biopython

  So in this article, we will interpret, analyze the COVID-19 DNA sequence data and try to get as many insights regarding the proteins that made it up. Later will compare COVID-19 DNA with MERS and SARS and we’ll understand the relationship among them.

  https://www.kdnuggets.com/2020/04/coronavirus-covid-19-genome-analysis-biopython.html

• Should Data Scientists Model COVID19 and other Biological Events">Should Data Scientists Model COVID19 and other Biological Events

  Biostatisticians use statistical techniques that your current everyday data scientists have probably never heard of. This is a great example where lack of domain knowledge exposes you as someone that does not know what they are doing and are merely hopping on a trend.

  https://www.kdnuggets.com/2020/04/data-scientists-model-covid19-biological-events.html

• 4 Steps to ensure your AI/Machine Learning system survives COVID-19

  Many AI models rely on historical data to make predictions on future behavior. So, what happens when consumer behavior across the planet makes a 180 degree flip? Companies are quickly seeing less value from some AI systems as training data is no longer relevant when user behaviors and preferences change so drastically. Those who are flexible can make it through this crisis in data, and these four techniques will help you stay in front of the competition.

  https://www.kdnuggets.com/2020/04/ai-machine-learning-system-survives-covid-19.html

• How Data Science Is Being Used to Understand COVID-19

  Read this overview to gain an understanding of how data scientists are working hard to learn as much about COVID-19 as they can.

  https://www.kdnuggets.com/2020/04/data-science-understand-covid-19.html

• COVID-19 Visualized: The power of effective visualizations for pandemic storytelling">COVID-19 Visualized: The power of effective visualizations for pandemic storytelling

  Clear, succinct data visualizations can be powerful tools for telling stories and explaining phenomena. This article demonstrates this concept as relates to the COVID-19 pandemic.

  https://www.kdnuggets.com/2020/03/covid-19-visualized.html

• Topic: Coronavirus and COVID-19

  This page features most recent and most important posts on the novel Coronavirus and COVID-19. Here are recent KDnuggets tweets on #Coronavirus Projections COVID-19 Projections Read more »

  https://www.kdnuggets.com/topic/coronavirus

• The Surge in Tech Layoffs 2024: Who’s to Blame?

  The number of tech layoffs since 2022 is constantly rising. Why is this happening?

  https://www.kdnuggets.com/the-surge-in-tech-layoffs-2024-who-to-blame

• Types of Visualization Frameworks

  Matching your needs with your ideal visualization framework.

  https://www.kdnuggets.com/types-of-visualization-frameworks

• 5 Ways You Can Use ChatGPT Vision for Data Analysis

  Enhances data analysis by interpreting visual data, including math formula, data extraction, evaluating the results, dashboards, and charts.

  https://www.kdnuggets.com/5-ways-you-can-use-chatgpt-vision-for-data-analysis

• 365 Data Science Offers Free Course Access Until Nov. 20

  From November 6 (07:00 PST) to November 20 (07:00 PST), enjoy free unlimited access to 365 Data Science's comprehensive curriculum, interactive courses, practical data projects, and earn industry-recognized certificates—all at no charge.

  https://www.kdnuggets.com/2023/11/365datascience-offers-free-course-access-nov-20

• 5 Portfolio Projects for Final Year Data Science Students

  From cleaning data to wowing recruiters - this blog shares 5 killer data science projects to launch your data science career and get hired!

  https://www.kdnuggets.com/5-portfolio-projects-for-final-year-data-science-students

• Fundamentals Of Statistics For Data Scientists and Analysts

  Key statistical concepts for your data science or data analysis journey.

  https://www.kdnuggets.com/2023/08/fundamentals-statistics-data-scientists-analysts.html

• GPT-4 is Vulnerable to Prompt Injection Attacks on Causing Misinformation

  ChatGPT might have some loophole to provide unreliable facts.

  https://www.kdnuggets.com/2023/05/gpt4-vulnerable-prompt-injection-attacks-causing-misinformation.html

• How to Efficiently Scale Data Science Projects with Cloud Computing

  This article discusses the key components that contribute to the successful scaling of data science projects. It covers how to collect data using APIs, how to store data in the cloud, how to clean and process data, how to visualize data, and how to harness the power of data visualization through interactive dashboards.

  https://www.kdnuggets.com/2023/05/efficiently-scale-data-science-projects-cloud-computing.html

• Managing Model Drift in Production with MLOps

  MLOps for model drift management: Learn about ensuring the accuracy and performance of machine learning models in production.

  https://www.kdnuggets.com/2023/05/managing-model-drift-production-mlops.html

• Data Scientist Job Salaries Analysis

  Data scientists are in high demand in many industries and sectors. But how much do they earn and where do they work?

  https://www.kdnuggets.com/2023/04/data-scientist-job-salaries-analysis.html

• Introducing the Testing Library for Natural Language Processing

  Deliver reliable, safe and effective NLP models.

  https://www.kdnuggets.com/2023/04/introducing-testing-library-natural-language-processing.html

• 5 Data Analysis Projects For Beginners

  Are you a data analyst newbie looking to boost your resume to land your first job? If yes, then up your game as a beginner with these 5 projects that you can’t afford to miss.

  https://www.kdnuggets.com/2023/02/5-data-analysis-projects-beginners.html

• What’s With All the Layoffs in Tech?

  Answering all the questions that you've been asking about the layoffs in the tech industry.

  https://www.kdnuggets.com/2023/02/layoffs-tech.html

• ChatGPT for Beginners

  List of best crash courses for ChatGPT.

  https://www.kdnuggets.com/2023/02/chatgpt-beginners.html

• Key Data Science, Machine Learning, AI and Analytics Developments of 2022

  It's the end of the year, and so it's time for KDnuggets to assemble a team of experts and get to the bottom of what the most important data science, machine learning, AI and analytics developments of 2022 were.

  https://www.kdnuggets.com/2022/12/key-data-science-machine-learning-ai-analytics-developments-2022.html

• How I Tripled My Income With Data Science in 18 Months

  After losing the Job, I taught myself data science and tripled my income.

  https://www.kdnuggets.com/2021/10/tripled-my-income-data-science-18-months.html

• The Complete Machine Learning Study Roadmap

  Find out where you need to be to start your Machine Learning journey and what you need to do to succeed in the field.

  https://www.kdnuggets.com/2022/12/complete-machine-learning-study-roadmap.html

• How to Setup Julia on Jupyter Notebook

  Learn three simple steps to install Julia for Jupyter Notebook and write your first data visualization code.

  https://www.kdnuggets.com/2022/11/setup-julia-jupyter-notebook.html

• 7 Python Projects for Beginners

  Simple and fun Python projects to get experience and build a strong portfolio.

  https://www.kdnuggets.com/2022/11/7-python-projects-beginners.html

• 365 Data Science courses free until November 21

  The unlimited access initiative provides a risk-free way to break into data science.

  https://www.kdnuggets.com/2022/11/365-data-science-365-data-science-courses-free-november-21.html

• Is OLAP Dead?

  OLAP enables citizen analysts to quickly, efficiently, and cost-effectively uncover new business insights at a reduced time-to-value.

  https://www.kdnuggets.com/2022/10/olap-dead.html

• More Performance Evaluation Metrics for Classification Problems You Should Know

  When building and optimizing your classification model, measuring how accurately it predicts your expected outcome is crucial. However, this metric alone is never the entire story, as it can still offer misleading results. That's where these additional performance evaluations come into play to help tease out more meaning from your model.

  https://www.kdnuggets.com/2020/04/performance-evaluation-metrics-classification.html

• 7 Machine Learning Portfolio Projects to Boost the Resume

  Work on machine learning and deep learning portfolio projects to learn new skills and improve your chance of getting hired.

  https://www.kdnuggets.com/2022/09/7-machine-learning-portfolio-projects-boost-resume.html

• Free Python for Data Science Course

  Ready to learn how to use Python for data science? This free course has got you covered!

  https://www.kdnuggets.com/2022/09/free-python-data-science-course.html

• 5 Project Ideas to Stay Up-To-Date as a Data Scientist

  The skills you have need maintenance and occasional updates. Doing an interesting data science project is what will keep you from getting rusty.

  https://www.kdnuggets.com/2022/07/5-project-ideas-stay-uptodate-data-scientist.html

• Quick Data Science Tips and Tricks to Learn SAS

  How To Tutorials with SAS data scientists and analytics instructors.

  https://www.kdnuggets.com/2022/05/sas-quick-data-science-tips-tricks-learn.html

• How to Build Strong Data Science Portfolio as a Beginner

  After learning the basics of data science, you can start to work on real-world problems. But how do you showcase your work? In this article, we are going to learn a unique way to create a data science portfolio.

  https://www.kdnuggets.com/2021/10/strong-data-science-portfolio-as-beginner.html

• How Has the Adoption of AI in Algorithmic Trading Affected the Finance Industry?

  Algorithmic trading is the execution of trading operations according to a given algorithm. Read on to find out more.

  https://www.kdnuggets.com/2022/04/adoption-ai-algorithmic-trading-affected-finance-industry.html

• The Complete Collection Of Data Repositories – Part 2

  Check out the collection of the best data repositories on healthcare, natural language, neuroscience, physics, social network, sports, time series, transportation, miscellaneous, and super data repositories.

  https://www.kdnuggets.com/2022/04/complete-collection-data-repositories-part-2.html

• 15 Trending MLOps Talks You can Access for Free at ODSC East 2022

  Covering topics like workflows and full-stack machine learning, these are 15 free MLOps talks coming to #ODSCEast 2022 that you can see with a free Bronze Pass.

  https://www.kdnuggets.com/2022/04/odsc-15-trending-mlops-talks-access-free-odsc-east-2022.html

• Data Ingestion with Pandas: A Beginner Tutorial

  Learn tricks on importing various data formats using Pandas with a few lines of code. We will be learning to import SQL databases, Excel sheets, HTML tables, CSV, and JSON files with examples.

  https://www.kdnuggets.com/2022/04/data-ingestion-pandas-beginner-tutorial.html

• Risk Management Framework for AI/ML Models

  How sound risk management acts as a catalyst to building successful AI/ML models.

  https://www.kdnuggets.com/2022/03/risk-management-framework-aiml-models.html

• From Google Colab to a Ploomber Pipeline: ML at Scale with GPUs

  In this short blog, we’ll review the process of taking a POC data science pipeline (ML/Deep learning/NLP) that was conducted on Google Colab, and transforming it into a pipeline that can run parallel at scale and works with Git so the team can collaborate on.

  https://www.kdnuggets.com/2022/03/google-colab-ploomber-pipeline-ml-scale-gpus.html

• AI-Generated Sports Highlights: Different Approaches

  Competition for viewers’ attention is not over after the players leave the field. Now, anyone who can put up a highlight compilation or a game summarization first gets the edge. So, let’s talk about how media companies do just that — with the help of Artificial Intelligence.

  https://www.kdnuggets.com/2022/03/aigenerated-sports-highlights-different-approaches.html

• Why Do Most People Fail to Learn Programming?

  Have you spent hours taking coding bootcamps, online courses, and tutorials, only to feel like you aren’t getting anywhere?

  https://www.kdnuggets.com/2022/03/people-fail-learn-programming.html

• Top Data Science Tools for 2022

  Check out this curated collection for new and popular tools to add to your data stack this year.

  https://www.kdnuggets.com/2022/03/top-data-science-tools-2022.html

• How You Can Use Machine Learning to Automatically Label Data

  AI and machine learning can provide us with these tools. This guide will explore how we can use machine learning to label data.

  https://www.kdnuggets.com/2022/02/machine-learning-automatically-label-data.html

• 19 Data Science Project Ideas for Beginners

  This article features 19 data science projects for beginners, categorized into 7 full project tutorials, 5 places to come up with your own data science projects using data, and 7 skills-based data science projects.

  https://www.kdnuggets.com/2021/11/19-data-science-project-ideas-beginners.html

• 5 Ways To Use AI For Supply Chain Management

  Using AI to help optimize supply chain management is becoming more prevalent across industries. Early adopters are more resilient and prepared for the inevitable future of artificial intelligence within the supply chain management industry.

  https://www.kdnuggets.com/2022/02/5-ways-ai-supply-chain-management.html

• Fine-Tuning BERT for Tweets Classification with HuggingFace

  In this blog, we used the Hugging Face library to fine-tune BERT on the classification task. We classified tweets related to COVID.

  https://www.kdnuggets.com/2022/01/finetuning-bert-tweets-classification-ft-hugging-face.html

• The High Paying Side Hustles for Data Scientists

  Learn about some unconventional ways to boost your income by freelancing, contracting, copywriting, career counseling, and consultancy.

  https://www.kdnuggets.com/2022/01/high-paying-side-hustles-data-scientists.html

• Learn Deep Learning by Building 15 Neural Network Projects in 2022

  Here are 15 neural network projects you can take on in 2022 to build your skills, your know-how, and your portfolio.

  https://www.kdnuggets.com/2022/01/15-neural-network-projects-build-2022.html

• Machine learning does not produce value for my business. Why?

  What is going on when machine learning can't make the jump from testing to production, and so doesn't add any business value?

  https://www.kdnuggets.com/2021/12/machine-learning-produce-value-business.html

• Top 2021 Stories: We Don’t Need Data Scientists, We Need Data Engineers; A Guide On How To Become A Data Scientist (Step By Step Approach); How I Tripled My Income With Data Science in 18 Months

  Most viewed KDnuggets stories in 2021 focused on Data Scientists vs Data Engineers; How to become a Data Scientist; Increase income with Data Science; Stunning visualizations using python; and more.

  https://www.kdnuggets.com/2021/12/top-stories-2021.html

• How I 14Xed my salary in 14 years as a data analytics/science professional

  Learn how one data scientist increased their full-time job salary 14 times in 14 years of a career, with highlights on experiencing an IPO, RSUs, start-ups and working at FAANG companies.

  https://www.kdnuggets.com/2021/12/14x-salary-in-14-years-data-professional.html

• Data Science & Analytics Industry Main Developments in 2021 and Key Trends for 2022

  We have solicited insights from experts at industry-leading companies, asking: "What were the main AI, Data Science, Machine Learning Developments in 2021 and what key trends do you expect in 2022?" Read their opinions here.

  https://www.kdnuggets.com/2021/12/developments-predictions-data-science-analytics-industry.html

• 12 Tips: From Data Analyst to Startup Co-Founder

  Thinking about taking your data science expertise to a new level of creating a start-up company? These tips -- learned from experience -- can help you forge an early path toward success.

  https://www.kdnuggets.com/2021/12/12-tips-data-analyst-to-co-founder.html

• Main 2021 Developments and Key 2022 Trends in AI, Data Science, Machine Learning Technology

  Our panel of leading experts reviews 2021 main developments and examines the key trends in AI, Data Science, Machine Learning, and Deep Learning Technology.

  https://www.kdnuggets.com/2021/12/trends-ai-data-science-ml-technology.html

• AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022

  2021 has almost come and gone. We saw some standout advancements in AI, Analytics, Machine Learning, Data Science, Deep Learning Research this past year, and the future, starting with 2022, looks bright. As per KDnuggets tradition, our collection of experts have contributed their insights on the matter. Read on to find out more.

  https://www.kdnuggets.com/2021/12/developments-predictions-ai-machine-learning-data-science-research.html

• Avoid These Mistakes with Time Series Forecasting

  A few checks to make before training a Machine Learning model on data that could be random.

  https://www.kdnuggets.com/2021/12/avoid-mistakes-time-series-forecasting.html

• KDnuggets: Personal History and Nuggets of Experience

  After 28+ years of publishing and editing KDnuggets, I am retiring and transitioning KDnuggets to Matthew Mayo, who will become the new editor-in-chief. I want to share with you my story of KDnuggets and highlight some of the useful nuggets of experience I learned along this amazing journey.

  https://www.kdnuggets.com/2021/11/kdnuggets-history.html

• 10 AI Project Ideas in Computer Vision

  The field of computer vision has seen the development of very powerful applications leveraging machine learning. These projects will introduce you to these techniques and guide you to more advanced practice to gain a deeper appreciation for the sophistication now available.

  https://www.kdnuggets.com/2021/11/10-ai-project-ideas-computer-vision.html

• Anecdotes from 11 Role Models in Machine Learning

  The skills needed to create good data are also the skills needed for good leadership.

  https://www.kdnuggets.com/2021/11/anecdotes-11-role-models-machine-learning.html

• How to Build Data Frameworks with Open Source Tools to Enhance Agility and Security

  Let’s take a look at how to harness open source tools to build your data frameworks.

  https://www.kdnuggets.com/2021/10/build-data-frameworks-open-source-tools-agility-security.html

• Eight Data Science Specializations, and Why You Should Pick One

  With so many Data Science specializations, where should you focus? The Pace University online Master of Science in Data Science features elective courses which allow you to focus on topics that suit your career path so that you can begin to develop a unique specialization.

  https://www.kdnuggets.com/2021/10/pace-eight-data-science-specializations.html

• Use These Unique Data Sets to Sharpen Your Data Science Skills

  Want to get your hands on some real-world data sets right now? Kick off your bootcamp prep with this list of hot-button data sets curated to help you hone different data science skills.

  https://www.kdnuggets.com/2021/09/springboard-unique-data-sets-data-science-skills.html

• A Data Science Portfolio That Will Land You The Job">A Data Science Portfolio That Will Land You The Job

  Landing a data science job is no easy feat, especially during the COVID-19 pandemic. This article provides aspiring data scientists with advice on building a data science portfolio that stands out.

  https://www.kdnuggets.com/2021/09/data-science-portfolio-job.html

• The Top Industries Hiring Data Scientists in 2021">The Top Industries Hiring Data Scientists in 2021

  People realize that effective uses of data can increase competitiveness, even in a challenging marketplace. Here are six industries hiring data scientists now that will likely continue doing so for the foreseeable future.

  https://www.kdnuggets.com/2021/08/top-industries-hiring-data-scientists-2021the-top-industries-hiring-data-scientists-in-2021.html

• What I Learned From “Women in Data Science” Conferences

  Read the author's perspective after attending 3 "Women in Data Science" conferences.

  https://www.kdnuggets.com/2021/08/learned-women-data-science-conferences.html

• Practising SQL without your own database">Practising SQL without your own database

  SQL is a very important skill for data analysts and data scientists. However, when you are just starting out learning in the field, how can you practice querying with SQL if you don’t have any data stored in a database?

  https://www.kdnuggets.com/2021/08/sql-without-own-database.html

• How Visualization is Transforming Exploratory Data Analysis">How Visualization is Transforming Exploratory Data Analysis

  Data analysts are dealing with bigger datasets than ever before, making interrogation difficult. Visualized Exploratory Data Analysis, supported by advanced parallel computing, promises an answer.

  https://www.kdnuggets.com/2021/08/visualization-transforming-exploratory-data-analysis.html

• Data Monetization 101

  The evolving marketplace of data now includes many firms that support a variety of needs from organizations looking to grow with data. This listing of the key players categorized by target market provides an interesting picture of this exciting industry sector.

  https://www.kdnuggets.com/2021/07/data-monetization-101.html

• dbt for Data Transformation – Hands-on Tutorial

  The data build tool (dbt) is gaining in popularity and use, and this hands-on tutorial covers creating complex models, using variables and functions, running tests, generating docs, and many more features.

  https://www.kdnuggets.com/2021/07/dbt-data-transformation-tutorial.html

• How to Use Kafka Connect to Create an Open Source Data Pipeline for Processing Real-Time Data

  This article shows you how to create a real-time data pipeline using only pure open source technologies. These include Kafka Connect, Apache Kafka, Kibana and more.

  https://www.kdnuggets.com/2021/07/kafka-open-source-data-pipeline-processing-real-time-data.html

• Major changes: Where Analytics, Data Science, Machine Learning were applied in 2020/21

  Our latest poll shows major change in where AI, Data Science, Machine Learning are being applied, with decline in interest in traditional fields like CRM/Consumer Analytics, and growth in applications to Computer Vision, COVID, Agriculture, and Education.

  https://www.kdnuggets.com/2021/06/poll-where-analytics-data-science-ml-applied.html

• How to Land a Data Analytics Job in 6 Months">How to Land a Data Analytics Job in 6 Months

  Go from zero to hero in under six months. Data science has a very high barrier of entry. It is a very competitive field that everybody from different educational backgrounds are looking to get into. Here is useful advice on how to proceed.

  https://www.kdnuggets.com/2021/06/land-data-analytics-job-6-months.html

• Top 10 Data Science Projects for Beginners">Top 10 Data Science Projects for Beginners

  Check out these projects for ideas to strengthen your skills and build a portfolio that stands out.

  https://www.kdnuggets.com/2021/06/top-10-data-science-projects-beginners.html

• SAS® Visual Data Science Decisioning powered by SAS® Viya®: Free Trial

  SAS® Visual Data Science Decisioning provides the ultimate analytics experience. Start your free trial and get access to the latest in data visualization, machine learning, forecasting, model deployment and more.

  https://www.kdnuggets.com/2021/06/sas-viya-visual-data-science-free-trial.html

• Awesome list of datasets in 100+ categories

  With an estimated 44 zettabytes of data in existence in our digital world today and approximately 2.5 quintillion bytes of new data generated daily, there is a lot of data out there you could tap into for your data science projects. It's pretty hard to curate through such a massive universe of data, but this collection is a great start. Here, you can find data from cancer genomes to UFO reports, as well as years of air quality data to 200,000 jokes. Dive into this ocean of data to explore as you learn how to apply data science techniques or leverage your expertise to discover something new.

  https://www.kdnuggets.com/2021/05/awesome-list-datasets.html

• Animated Bar Chart Races in Python

  A quick and step-by-step beginners project to create an animation bar graph for an amazing Covid dataset.

  https://www.kdnuggets.com/2021/05/animated-race-bar-charts-python.html

• Machine Translation in a Nutshell

  Marketing scientist Kevin Gray asks Dr. Anna Farzindar of the University of Southern California for a snapshot of machine translation. Dr. Farzindar also provided the original art for this article.

  https://www.kdnuggets.com/2021/05/machine-translation-nutshell.html

• FluDemic – using AI and Machine Learning to get ahead of disease

  We are amidst a healthcare data explosion. AI/ML will be more vital than ever in the prevention and handling of future pandemics. Here, we walk you through the different facets of modeling infectious diseases, focusing on influenza and COVID-19.

  https://www.kdnuggets.com/2021/04/fludemic-ai-machine-learning-disease.html

• Learn Neural Networks for Natural Language Processing Now

  Still haven't come across enough quality contemporary natural language processing resources? Here is yet another freely-accessible offering from a top-notch university that might help quench your thirst for learning materials.

  https://www.kdnuggets.com/2021/04/learn-neural-networks-natural-language-processing-now.html

• Want To Get Good At Time Series Forecasting? Predict The Weather

  This article is designed to help the reader understand the components of a time series.

  https://www.kdnuggets.com/2021/04/time-series-forecasting-predict-weather.html

• Top 3 Statistical Paradoxes in Data Science">Top 3 Statistical Paradoxes in Data Science

  Observation bias and sub-group differences generate statistical paradoxes.

  https://www.kdnuggets.com/2021/04/top-3-statistical-paradoxes-data-science.html

• How to Apply Transformers to Any Length of Text

  Read on to find how to restore the power of NLP for long sequences.

  https://www.kdnuggets.com/2021/04/apply-transformers-any-length-text.html

• Overview of MLOps

  Building a machine learning model is great, but to provide real business value, it must be made useful and maintained to remain useful over time. Machine Learning Operations (MLOps), overviewed here, is a rapidly growing space that encompasses everything required to deploy a machine learning model into production, and is a crucial aspect to delivering this sought after value.

  https://www.kdnuggets.com/2021/03/overview-mlops.html

• Applying Natural Language Processing in Healthcare

  New advances in natural language processing (NLP) based on deep learning and transfer learning have made a whole set of software use cases in healthcare viable. The Healthcare NLP Summit is a free online conference on April 6th and 7th, bringing together 30+ technical sessions from across the community that works to apply these advances in the real world.

  https://www.kdnuggets.com/2021/03/formulated-natural-language-processing-healthcare.html

• How to Succeed in Becoming a Freelance Data Scientist">How to Succeed in Becoming a Freelance Data Scientist

  With recent growth in data science, now is the best time to get into freelancing. The following steps will help you get started with finding clients or help you improve your current strategy.

  https://www.kdnuggets.com/2021/03/succeed-becoming-freelance-data-scientist.html

• Is It Too Late to Learn AI?

  Have you missed the train on learning AI?

  https://www.kdnuggets.com/2021/03/too-late-learn-ai.html

• The Difficulty of Graph Anonymisation

  Lessons from network science and the difficulty of graph anonymization. A data scientist's take on the difficultly of striking a balance between privacy and utility in anonymizing connected data.

  https://www.kdnuggets.com/2021/02/difficulty-graph-anonymisation.html

• An overview of synthetic data types and generation methods

  Synthetic data can be used to test new products and services, validate models, or test performances because it mimics the statistical property of production data. Today you'll find different types of structured and unstructured synthetic data.

  https://www.kdnuggets.com/2021/02/overview-synthetic-data-types-generation-methods.html

• Baidu Research: 10 Technology Trends in 2021

  Understanding future technology trends may never have been as important as it is today. Check out the prediction of the 10 technology trends in 2021 from Baidu Research.

  https://www.kdnuggets.com/2021/01/top-10-technology-trends-2021.html

• What is Graph Theory, and Why Should You Care?

  Go from graph theory to path optimization.

  https://www.kdnuggets.com/2021/01/graph-theory-why-care.html

• Null Hypothesis Significance Testing is Still Useful

  Even in the aftermath of the replication crisis, statistical significance lingers as an important concept for Data Scientists to understand.

  https://www.kdnuggets.com/2021/01/null-hypothesis-significance-testing-useful.html

• Comprehensive Guide to the Normal Distribution

  Drop in for some tips on how this fundamental statistics concept can improve your data science.

  https://www.kdnuggets.com/2021/01/comprehensive-guide-normal-distribution.html

• My Data Science Learning Journey So Far">My Data Science Learning Journey So Far

  These are some obstacles the author faced in their data science learning journey in the past year, including how much time it took to overcome each obstacle and what it has taught the author.

  https://www.kdnuggets.com/2021/01/data-science-learning-journey.html

• The Best Tool for Data Blending is KNIME

  These are the lessons and best practices I learned in many years of experience in data blending, and the software that became my most important tool in my day-to-day work.

  https://www.kdnuggets.com/2021/01/best-tool-data-blending-knime.html

• 11 Industrial AI Trends that will Dominate the World in 2021

  These trends broadly cover the three themes of: Where will businesses adopt AI in 2021? How will AI become more accessible? How will AI capabilities evolve?

  https://www.kdnuggets.com/2021/01/11-industrial-ai-trends-dominate-2021.html

• MLOps: Model Monitoring 101

  Model monitoring using a model metric stack is essential to put a feedback loop from a deployed ML model back to the model building stage so that ML models can constantly improve themselves under different scenarios.

  https://www.kdnuggets.com/2021/01/mlops-model-monitoring-101.html

• Can you trust AutoML?

  Automated Machine Learning, or AutoML, tries hundreds or even thousands of different ML pipelines to deliver models that often beat the experts and win competitions. But, is this the ultimate goal? Can a model developed with this approach be trusted without guarantees of predictive performance? The issue of overfitting must be closely considered because these methods can lead to overestimation -- and the Winner's Curse.

  https://www.kdnuggets.com/2020/12/trust-automl.html

• Top 2020 Stories: 24 Best (and Free) Books To Understand Machine Learning; If I had to start learning Data Science again, how would I do it?

  Also: Know What Employers are Expecting for a Data Scientist Role in 2020; Top Python Libraries for Data Science, Data Visualization & Machine Learning.

  https://www.kdnuggets.com/2020/12/top-stories-2020.html

• ebook: Fundamentals for Efficient ML Monitoring

  We've gathered best practices for data science and engineering teams to create an efficient framework to monitor ML models. This ebook provides a framework for anyone who has an interest in building, testing, and implementing a robust monitoring strategy in their organization or elsewhere.

  https://www.kdnuggets.com/2020/12/superwise-ebook-fundamentals-ml-monitoring.html

• 8 Places for Data Professionals to Find Datasets

  Here is a curated list of sites and resources invaluable for data professionals to acquire practice datasets.

  https://www.kdnuggets.com/2020/12/8-places-data-professionals-find-datasets.html

• Industry 2021 Predictions for AI, Analytics, Data Science, Machine Learning

  We bring you industry predictions from 12 innovative companies - what key trends they expect in 2021 in AI, Analytics, Data Science, and Machine Learning?

  https://www.kdnuggets.com/2020/12/industry-2021-predictions-ai-data-science-machine-learning.html

• Data Science Volunteering: Ways to Help

  No matter the field in which you hold some expertise, sharing your skills to benefit the lives of others or supporting non-profit organizations that try to make the world a better place is a noble and time-worthy personal pursuit. Many opportunities exist in data science to contribute to meaningful projects and crucial needs from your local community to a global scale.

  https://www.kdnuggets.com/2020/12/data-science-volunteering.html

• A Rising Library Beating Pandas in Performance">A Rising Library Beating Pandas in Performance

  This article compares the performance of the well-known pandas library with pypolars, a rising DataFrame library written in Rust. See how they compare.

  https://www.kdnuggets.com/2020/12/rising-library-beating-pandas-performance.html

• Main 2020 Developments and Key 2021 Trends in AI, Data Science, Machine Learning Technology">Main 2020 Developments and Key 2021 Trends in AI, Data Science, Machine Learning Technology

  Our panel of leading experts reviews 2020 main developments and examines the key trends in AI, Data Science, Machine Learning, and Deep Learning Technology.

  https://www.kdnuggets.com/2020/12/developments-trends-ai-data-science-machine-learning-technology.html

• AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2020 and Key Trends for 2021">AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2020 and Key Trends for 2021

  2020 is finally coming to a close. While likely not to register as anyone's favorite year, 2020 did have some noteworthy advancements in our field, and 2021 promises some important key trends to look forward to. As has become a year-end tradition, our collection of experts have once again contributed their thoughts. Read on to find out more.

  https://www.kdnuggets.com/2020/12/predictions-ai-machine-learning-data-science-research.html

• 15 Exciting AI Project Ideas for Beginners">15 Exciting AI Project Ideas for Beginners

  There are many branches to AI to learn, but a project-based approach can keep things interesting. Here is a list of 15 such projects you can get started on implementing today.

  https://www.kdnuggets.com/2020/11/greatlearning-ai-project-ideas-beginners.html

• Free From MIT: Intro to Computational Thinking with Julia

  Introduction to Computational Thinking with Julia, with Applications to Modeling the COVID-19 Pandemic is another freely-available offering from MIT's Open Courseware.

  https://www.kdnuggets.com/2020/11/free-mit-intro-computational-thinking-julia.html

• Moving from Data Science to Machine Learning Engineering

  The world of machine learning — and software — is changing. Read this article to find out how, and what you can do to stay ahead of it.

  https://www.kdnuggets.com/2020/11/moving-data-science-machine-learning-engineering.html

• Pandas on Steroids: End to End Data Science in Python with Dask">Pandas on Steroids: End to End Data Science in Python with Dask

  End to end parallelized data science from reading big data to data manipulation to visualisation to machine learning.

  https://www.kdnuggets.com/2020/11/pandas-steroids-dask-python-data-science.html

• Building Deep Learning Projects with fastai — From Model Training to Deployment

  A getting started guide to develop computer vision application with fastai.

  https://www.kdnuggets.com/2020/11/building-deep-learning-projects-fastai-model-training-deployment.html

• Mastering Time Series Analysis with Help From the Experts

  Read this discussion with the “Time Series” Team at KNIME, answering such classic questions as "how much past is enough past?" others that any practitioner of time series analysis will find useful.

  https://www.kdnuggets.com/2020/10/mastering-time-series-analysis-experts.html

• Getting A Data Science Job is Harder Than Ever – How to turn that to your advantage

  Although many aspiring Data Scientists are finding it is becoming more difficult to land a job than it was in previous years, understanding what has changed in the hiring landscape can be used to to your advantage in matching with the best organization for your goals and interests.

  https://www.kdnuggets.com/2020/10/getting-data-science-job-harder.html

• The Ethics of AI

  Marketing scientist Kevin Gray asks Dr. Anna Farzindar of the University of Southern California about a very important subject - the ethics of AI.

  https://www.kdnuggets.com/2020/10/ethics-ai-qa-farzindar.html

• A step-by-step guide for creating an authentic data science portfolio project">A step-by-step guide for creating an authentic data science portfolio project

  Especially if you are starting out launching yourself as a Data Scientist, you will want to first demonstrate your skills through interesting data science project ideas that you can implement and share. This step-by-step guide shows you how to do go through this process, with an original example that explores Germany’s biggest frequent flyer forum, Vielfliegertreff.

  https://www.kdnuggets.com/2020/10/guide-authentic-data-science-portfolio-project.html

• 5 Challenges to Scaling Machine Learning Models

  ML models are hard to be translated into active business gains. In order to understand the common pitfalls in productionizing ML models, let’s dive into the top 5 challenges that organizations face.

  https://www.kdnuggets.com/2020/10/5-challenges-scaling-machine-learning-models.html

• Comparing the Top Business Intelligence Tools: Power BI vs Tableau vs Qlik vs Domo

  How smart are your organizations’ decisions? Do you have the right information to make those decisions in the first place?

  https://www.kdnuggets.com/2020/10/comparing-top-business-intelligence-tools.html

• AI in Healthcare: A review of innovative startups

  The AI innovation in healthcare has been overwhelming with the Global Healthcare AI Market accounting for $0.95 billion in 2017, and is expected to reach $19.25 billion by 2026. What drives this vibrant growth?

  https://www.kdnuggets.com/2020/09/ai-healthcare-review-innovative-startups.html

• The Online Courses You Must Take to be a Better Data Scientist

  These select courses have proved to be precious online resources which helped make the author a better data scientist today.

  https://www.kdnuggets.com/2020/09/online-courses-better-data-scientist.html

• How to Effectively Obtain Consumer Insights in a Data Overload Era

  Everybody knows how important is understanding your customer, but how to do that in an era of Information Overload?

  https://www.kdnuggets.com/2020/09/effectively-obtain-consumer-insights-data-overload-era.html

• Modern Data Science Skills: 8 Categories, Core Skills, and Hot Skills">Modern Data Science Skills: 8 Categories, Core Skills, and Hot Skills

  We analyze the results of the Data Science Skills poll, including 8 categories of skills, 13 core skills that over 50% of respondents have, the emerging/hot skills that data scientists want to learn, and what is the top skill that Data Scientists want to learn.

  https://www.kdnuggets.com/2020/09/modern-data-science-skills.html

• 9 Developing Data Science & Analytics Job Trends

  With so much disruption in 2020 already, a recent report by Burtch Works looks ahead to next year and beyond, and shares insights about how today's hiring market trends may impact our work lives for years to come.

  https://www.kdnuggets.com/2020/09/data-science-analytics-job-trends.html

• KDD-2020 (virtual), the leading conference on Data Science and Knowledge Discovery, Aug 23-27 – register now

  Using an interactive VR platform, KDD-2020 brings you the latest research in AI, Data Science, Deep Learning, and Machine Learning with tutorials to improve your skills, keynotes from top experts, workshops on state-of-the-art topics and over 200 research presentations.

  https://www.kdnuggets.com/2020/08/kdd-2020-virtual-august.html

• How Natural Language Processing Is Changing Data Analytics

  As it becomes more prevalent, NLP will enable humans to interact with computers in ways not possible before. This new type of collaboration will allow improvements in a wide variety of human endeavors, including business, philanthropy, health, and communication.

  https://www.kdnuggets.com/2020/08/natural-language-processing-changing-data-analytics.html

• Exploring GPT-3: A New Breakthrough in Language Generation

  GPT-3 is the largest natural language processing (NLP) transformer released to date, eclipsing the previous record, Microsoft Research’s Turing-NLG at 17B parameters, by about 10 times. This has resulted in an explosion of demos: some good, some bad, all interesting.

  https://www.kdnuggets.com/2020/08/exploring-gpt-3-breakthrough-language-generation.html