Search results for "visualization"

1693 documents found out of 7163 total.

• 5 Free Data Science Books You Must Read in 2023

  Get your hands on these gems to learn Python, data analytics, machine learning, and deep learning.

  https://www.kdnuggets.com/2023/01/5-free-data-science-books-must-read-2023.html

• From Data Collection to Model Deployment: 6 Stages of a Data Science Project

  Here are 6 stages of a novel Data Science Project; From Data Collection to Model in Production, backed by research and examples.

  https://www.kdnuggets.com/2023/01/data-collection-model-deployment-6-stages-data-science-project.html

• Things Aren’t Always Normal: Some of the “Other” Distributions

  Learn about Gamma, Beta, and Bernoulli distributions with Python.

  https://www.kdnuggets.com/2023/01/things-arent-always-normal-distributions.html

• Explainable AI: 10 Python Libraries for Demystifying Your Model’s Decisions

  Become familiar with some of the most popular Python libraries available for AI explainability.

  https://www.kdnuggets.com/2023/01/explainable-ai-10-python-libraries-demystifying-decisions.html

• Google Data Analytics Certification Review for 2023

  What is the Google Data Analytics Certification? And, more importantly, is it still worth getting it in 2023?

  https://www.kdnuggets.com/2023/01/google-data-analytics-certification-review-2023.html

• KDnuggets News, January 11: Python Matplotlib Cheatsheets • More Data Science Cheatsheets • Data Science & Machine Learning Developments of 2022

  Key Data Science, Machine Learning, AI and Analytics Developments of 2022 • Python Matplotlib Cheat Sheets • More Data Science Cheatsheets • Free Data Management with Data Science Learning with CS639 • Data-Driven Holiday Cheer: How Santa is Using Analytics to Make the Season Bright

  https://www.kdnuggets.com/2023/n01.html

• Topic Modeling Approaches: Top2Vec vs BERTopic

  This post gives an overview of the strengths and differences of these approaches in extracting topics from text.

  https://www.kdnuggets.com/2023/01/topic-modeling-approaches-top2vec-bertopic.html

• Creating Beautiful Histograms with Seaborn

  Visualize the numerical distribution in a beautiful way.

  https://www.kdnuggets.com/2023/01/creating-beautiful-histograms-seaborn.html

• 3 Tools to Track and Visualize the Execution of Your Python Code

  Avoid headaches when debugging in one line of code.

  https://www.kdnuggets.com/2021/12/3-tools-track-visualize-execution-python-code.html

• 3 Things I Wish I Knew When I Started Data Science

  Looking back and realizing how I was wrong about the data science career.

  https://www.kdnuggets.com/2023/01/3-things-wish-knew-started-data-science.html

• Creating a Web Application to Extract Topics from Audio with Python

  A step-by-step tutorial to build and deploy a web application for topic modeling of a Spotify podcast.

  https://www.kdnuggets.com/2023/01/creating-web-application-extract-topics-audio-python.html

• Free Data Management with Data Science Learning with CS639

  Learn Data Management with Data Science for FREE with CS639.

  https://www.kdnuggets.com/2023/01/free-data-management-data-science-learning-cs639.html

• The Fast and Effective Way to Audit ML for Fairness

  Is your model fair? Here's how to audit using the Aequitas Toolkit.

  https://www.kdnuggets.com/2023/01/fast-effective-way-audit-ml-fairness.html

• A Solid Plan for Learning Data Science, Machine Learning, and Deep Learning

  Check out this solid plan for learning Data Science, Machine Learning, and Deep Learning. The entire plan is currently available at no cost to KDnuggets readers.

  https://www.kdnuggets.com/2023/01/mwiti-solid-plan-learning-data-science-machine-learning-deep-learning.html

• Top Data Python Packages to Know in 2023

  These Python packages would improve your data workflow.

  https://www.kdnuggets.com/2023/01/top-data-python-packages-know-2023.html

• Python Matplotlib Cheat Sheets

  Matplotlib is the most famous and commonly used plotting library in Python. It allows you to create clear and interactive visualizations that make your data easier to understand and your results more concrete.

  https://www.kdnuggets.com/2023/01/python-matplotlib-cheat-sheets.html

• 12 Essential Commands for Streamlit

  Learn about the most commonly used Streamlit commands and build a customized web application.

  https://www.kdnuggets.com/2023/01/12-essential-commands-streamlit.html

• More Data Science Cheatsheets

  It's time again to look at some data science cheatsheets. Here you can find a short selection of such resources which can cater to different existing levels of knowledge and breadth of topics of interest.

  https://www.kdnuggets.com/2021/03/more-data-science-cheatsheets.html

• Data Science Minimum: 10 Essential Skills You Need to Know to Start Doing Data Science

  Data science is ever-evolving, so mastering its foundational technical and soft skills will help you be successful in a career as a Data Scientist, as well as pursue advance concepts, such as deep learning and artificial intelligence.

  https://www.kdnuggets.com/2020/10/data-science-minimum-10-essential-skills.html

• Learn Data Science From These GitHub Repositories

  Kickstart your data science career with these curated GitHub repositories.

  https://www.kdnuggets.com/2022/12/learn-data-science-github-repositories.html

• How to Get Your First Job in Data Science without Any Work Experience

  Creativity, grit, and perseverance will become the three words you live by.

  https://www.kdnuggets.com/2021/02/first-job-data-science-without-work-experience.html

• How To Collect Data For Customer Sentiment Analysis

  Customer sentiment analysis involves collecting, analyzing, and leveraging data to understand customers' feelings. This article focuses on how to collect data for customer sentiment analysis.

  https://www.kdnuggets.com/2022/12/collect-data-customer-sentiment-analysis.html

• 5 Python Projects for Data Science Portfolio

  Get more experience by working on web scraping, data analytics, time-series forecasting, machine learning, and deep learning projects.

  https://www.kdnuggets.com/2022/12/5-python-projects-data-science-portfolio.html

• The Complete MLOps Study Roadmap

  Kickstart your career as an MLOps Engineer with this study roadmap.

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

• Free Intermediate Python Programming Crash Course

  Master the basics of python with this free crash course.

  https://www.kdnuggets.com/2022/12/free-intermediate-python-programming-crash-course.html

• Top 5 NLP Cheat Sheets for Beginners to Professional

  The cheat sheets cover various NLP techniques, tasks, algorithms, frameworks, and analytics.

  https://www.kdnuggets.com/2022/12/top-5-nlp-cheat-sheets-beginners-professional.html

• From Data to Verse: KDnuggets and ChatGPT in Conversation

  KDnuggets recently had the opportunity to sit down with newly-released acclaimed artificial intelligence ChatGTP from OpenAI. What we found during the course of conversation was both interesting and surprising. Read on to find out what ChatGPT knew about data science and much more.

  https://www.kdnuggets.com/2022/12/kdnuggets-chatgpt-conversation.html

• We Don’t Need Data Scientists, We Need Data Engineers

  As more people are entering the field of Data Science and more companies are hiring for data-centric roles, what type of jobs are currently in highest demand? There is so much data in the world, and it just keeps flooding in, it now looks like companies are targeting those who can engineer that data more than those who can only model the data.

  https://www.kdnuggets.com/2021/02/dont-need-data-scientists-need-data-engineers.html

• The 5 Rules For Good Data Science Project Documentation

  Once data scientist finishes building the project, they will need to do the task that most of us hate that is documenting the code.

  https://www.kdnuggets.com/2022/12/5-rules-good-data-science-project-documentation.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

• KDnuggets News, December 7: Top 10 Data Science Myths Busted • 4 Useful Intermediate SQL Queries for Data Science

  Top 10 Data Science Myths Busted • 4 Useful Intermediate SQL Queries for Data Science • Scikit-Learn Cheat Sheet for Machine Learning • How I got 4 Data Science Offers and Doubled my Income 2 Months after being Laid off • 8 Best Python Image Manipulation Tools

  https://www.kdnuggets.com/2022/n47.html

• How to Prepare for a Data Science Interview

  When interviewing for a data scientist, it’s crucial to know how and what to prepare to be successful. But success also lies in knowing what not to prepare.

  https://www.kdnuggets.com/2022/12/prepare-data-science-interview.html

• 8 Best Python Image Manipulation Tools

  Want to extract underlying data from images? This article lists some of the best Python image manipulation tools that help you transform images.

  https://www.kdnuggets.com/2022/11/8-best-python-image-manipulation-tools.html

• Data Science Projects That Can Help You Solve Real World Problems

  The best way to learn Data Science is by solving real-world problems with the data and building your own portfolio. In this article, we will discuss three projects that you can work on to build your portfolio and impress interviewers.

  https://www.kdnuggets.com/2022/11/data-science-projects-help-solve-real-world-problems.html

• KDnuggets News, November 30: What is Chebychev’s Theorem and How Does it Apply to Data Science? • Linux for Data Science Cheatsheet

  What is Chebychev's Theorem and How Does it Apply to Data Science? • Linux for Data Science Cheatsheet • The Complete Data Engineering Study Roadmap • 10 Amazing Machine Learning Visualizations You Should Know in 2023 • 7 SQL Concepts Needed for Data Science

  https://www.kdnuggets.com/2022/n46.html

• What Google Recommends You do Before Taking Their Machine Learning or Data Science Course

  First steps to learning data science & machine learning are the foundations.

  https://www.kdnuggets.com/2021/10/google-recommends-before-machine-learning-data-science-course.html

• How Much Math Do You Need in Data Science?

  There exist so many great computational tools available for Data Scientists to perform their work. However, mathematical skills are still essential in data science and machine learning because these tools will only be black-boxes for which you will not be able to ask core analytical questions without a theoretical foundation.

  https://www.kdnuggets.com/2020/06/math-data-science.html

• New From Anaconda! Data Science Training and Cloud Hosted Notebooks

  Anaconda is incredibly excited to announce the release of a brand-new suite of products on the Anaconda Nucleus platform: Anaconda Notebooks and Anaconda Learning.

  https://www.kdnuggets.com/2022/11/anaconda-new-anaconda-data-science-training-cloud-hosted-notebooks.html

• Introduction to Pandas for Data Science

  The Pandas library is core to any Data Science work in Python. This introduction will walk you through the basics of data manipulating, and features many of Pandas important features.

  https://www.kdnuggets.com/2020/06/introduction-pandas-data-science.html

• 7 SQL Concepts You Should Know For Data Science

  The post explains all the key elements of SQL that you must know as a data science practitioner.

  https://www.kdnuggets.com/2022/11/7-sql-concepts-needed-data-science.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

• KDnuggets Top Posts for October 2022: 10 Cheat Sheets You Need To Ace Data Science Interview

  10 Cheat Sheets You Need To Ace Data Science Interview • 7 Free Platforms for Building a Strong Data Science Portfolio • The Complete Free PyTorch Course for Deep Learning • 3 Valuable Skills That Have Doubled My Income as a Data Scientist • 25 Advanced SQL Interview Questions for Data Scientists • A Data Science Portfolio That Will Land You The Job in 2022 • Top Free Git GUI Clients for Beginners • Essential Books You Need to Become a Data Engineer

  https://www.kdnuggets.com/2022/11/top-posts-october-2022.html

• If I Had To Start Learning Data Science Again, How Would I Do It?

  While different ways to learn Data Science for the first time exist, the approach that works for you should be based on how you learn best. One powerful method is to evolve your learning from simple practice into complex foundations, as outlined in this learning path recommended by a physicist who turned into a Data Scientist.

  https://www.kdnuggets.com/2020/08/start-learning-data-science-again.html

• Top Data Analyst Certification Courses for 2022

  Top certification courses by IBM, Edureka, DataCamp, Udacity, and Google.

  https://www.kdnuggets.com/2022/11/top-data-analyst-certification-courses-2022.html

• How LinkedIn Uses Machine Learning To Rank Your Feed

  In this post, you will learn to clarify business problems & constraints, understand problem statements, select evaluation metrics, overcome technical challenges, and design high-level systems.

  https://www.kdnuggets.com/2022/11/linkedin-uses-machine-learning-rank-feed.html

• Getting Started with PyCaret

  An open-source low-code machine learning library for training and deploying the models in production.

  https://www.kdnuggets.com/2022/11/getting-started-pycaret.html

• Simple and Fast Data Streaming for Machine Learning Projects

  Learn about the cutting-edge DagsHub's Direct Data Access for simple and faster data loading and model training.

  https://www.kdnuggets.com/2022/11/simple-fast-data-streaming-machine-learning-projects.html

• KDnuggets News, November 2: The Current State of Data Science Careers • 15 Free Machine Learning and Deep Learning Books

  The Current State of Data Science Careers • 15 Free Machine Learning and Deep Learning Books • How to Make Python Code Run Incredibly Fast • Machine Learning on the Edge • Don't Become a Commoditized Data Scientist

  https://www.kdnuggets.com/2022/n43.html

• Random Forest vs Decision Tree: Key Differences

  Check out this reasoned comparison of 2 critical machine learning algorithms to help you better make an informed decision.

  https://www.kdnuggets.com/2022/02/random-forest-decision-tree-key-differences.html

• 15 Free Machine Learning and Deep Learning Books

  Check out this list of 15 FREE ebooks for learning machine learning and deep learning.

  https://www.kdnuggets.com/2022/10/15-free-machine-learning-deep-learning-books.html

• The Current State of Data Science Careers

  If you’re someone in data science or aiming to get into a data science career, this article will give you a comprehensive analysis of the state of the field.

  https://www.kdnuggets.com/2022/10/current-state-data-science-careers.html

• Codeless Time Series Analysis with KNIME

  Bringing powerful Python functionality to the masses!

  https://www.kdnuggets.com/2022/10/packt-codeless-time-series-analysis-knime.html

• The ABCs of NLP, From A to Z

  There is no shortage of tools today that can help you through the steps of natural language processing, but if you want to get a handle on the basics this is a good place to start. Read about the ABCs of NLP, all the way from A to Z.

  https://www.kdnuggets.com/2022/10/abcs-nlp-a-to-z.html

• Top 10 MLOps Tools to Optimize & Manage Machine Learning Lifecycle

  As more businesses experiment with data, they realize that developing a machine learning (ML) model is only one of many steps in the ML lifecycle.

  https://www.kdnuggets.com/2022/10/top-10-mlops-tools-optimize-manage-machine-learning-lifecycle.html

• Become Data-Driven Faster with DataCamp’s Analyst Takeover

  Looking for a clear (and fast) data upskilling path? Discover DataCamp’s hands-on analyst tracks and certification program—no prior analyst experience required.

  https://www.kdnuggets.com/2022/10/datacamp-data-driven-faster-analyst-takeover.html

• 25 Advanced SQL Interview Questions for Data Scientists

  Check out this collection of advanced SQL interview questions with answers.

  https://www.kdnuggets.com/2022/10/25-advanced-sql-interview-questions-data-scientists.html

• 5 Free Courses to Master Linear Algebra

  Linear Algebra is an important subfield of mathematics and forms a core foundation of machine learning algorithms. The post shares five free courses to master the concepts of linear algebra.

  https://www.kdnuggets.com/2022/10/5-free-courses-master-linear-algebra.html

• KDnuggets News, October 12: 10 Cheat Sheets You Need To Ace Data Science Interview • NLP Interview Questions

  10 Cheat Sheets You Need To Ace Data Science Interview • NLP Interview Questions • A Day in the Life of a Machine Learning Engineer • 11 Questions About Data Engineers: What's the profession about, and where's it heading? • The ABCs of NLP, From A to Z

  https://www.kdnuggets.com/2022/n40.html

• 10 Cheat Sheets You Need To Ace Data Science Interview

  The only cheat you need for a job interview and data professional life. It includes SQL, web scraping, statistics, data wrangling and visualization, business intelligence, machine learning, deep learning, NLP, and super cheat sheets.

  https://www.kdnuggets.com/2022/10/10-cheat-sheets-need-ace-data-science-interview.html

• 7 Steps to Mastering Machine Learning with Python in 2022

  Are you trying to teach yourself machine learning from scratch, but aren’t sure where to start? I will attempt to condense all the resources I’ve used over the years into 7 steps that you can follow to teach yourself machine learning.

  https://www.kdnuggets.com/2022/02/7-steps-mastering-machine-learning-python.html

• Top 5 Machine Learning Practices Recommended by Experts

  This article is intended to help beginners improve their model structure by listing the best practices recommended by machine learning experts.

  https://www.kdnuggets.com/2022/09/top-5-machine-learning-practices-recommended-experts.html

• Data Analyst Skills You Need for Your Next Promotion

  Get some advice from the “older” generation.

  https://www.kdnuggets.com/2022/09/data-analyst-skills-need-next-promotion.html

• Dimensionality Reduction Techniques in Data Science

  Dimensionality reduction techniques are basically a part of the data pre-processing step, performed before training the model.

  https://www.kdnuggets.com/2022/09/dimensionality-reduction-techniques-data-science.html

• Free Microsoft Excel for Beginners Course

  Are you ready to learn Excel from the beginning? In this course, you will learn data entry, essential formulas, data visualization, pivot tables, and much more.

  https://www.kdnuggets.com/2022/09/free-microsoft-excel-beginners-course.html

• KDnuggets News, September 21: 7 Machine Learning Portfolio Projects to Boost the Resume • Free SQL and Database Course

  7 Machine Learning Portfolio Projects to Boost the Resume • Free SQL and Database Course • Top 5 Bookmarks Every Data Analyst Should Have • 7 Steps to Mastering Python for Data Science • 5 Concepts You Should Know About Gradient Descent and Cost Function

  https://www.kdnuggets.com/2022/n37.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

• Top 5 Bookmarks Every Data Analyst Should Have

  Check out these online tools to save you time & effort.

  https://www.kdnuggets.com/2022/09/top-5-bookmarks-every-data-analyst.html

• 7 Steps to Mastering Python for Data Science

  Here’s how you can learn to code in Python from scratch in 7 easy steps.

  https://www.kdnuggets.com/2022/06/7-steps-mastering-python-data-science.html

• 7 Things You Didn’t Know You Could do with a Low Code Tool

  Surprisingly easy solutions for complex data problems.

  https://www.kdnuggets.com/2022/09/7-things-didnt-know-could-low-code-tool.html

• Join Data Literacy Month 2022

  This September, DataCamp are dedicating an entire month to supporting individuals and organizations to drive data literacy as part of their mission to democratize data skills for everyone.

  https://www.kdnuggets.com/2022/09/datacamp-join-data-literacy-month-2022.html

• 8 Innovative BERT Knowledge Distillation Papers That Have Changed The Landscape of NLP

  All of the papers present a particular point of view of findings in the BERT utilization.

  https://www.kdnuggets.com/2022/09/eight-innovative-bert-knowledge-distillation-papers-changed-nlp-landscape.html

• A Complete Guide To Decision Tree Software

  Decision tree models are used to classify information into meaningful sequential results. Find out everything else you need to know here.

  https://www.kdnuggets.com/2022/08/complete-guide-decision-tree-software.html

• KDnuggets News, August 24: Implementing DBSCAN in Python • How to Avoid Overfitting

  Implementing DBSCAN in Python • How to Avoid Overfitting • Simplify Data Processing with Pandas Pipeline • How to Use Data Visualization to Add Impact to Your Work Reports and Presentations • The Data Quality Hierarchy of Needs

  https://www.kdnuggets.com/2022/n34.html

• The 5 Surprising Things You Can Do With R

  This article will dive into R's different uses and demonstrate what you can do with this programming language once you've learned it.

  https://www.kdnuggets.com/2022/08/5-surprising-things-r.html

• Simplify Data Processing with Pandas Pipeline

  Write a single line of code to clean and process the data for analytics and machine learning tasks.

  https://www.kdnuggets.com/2022/08/simplify-data-processing-pandas-pipeline.html

• Implementing DBSCAN in Python

  Density-based clustering algorithm explained with scikit-learn code example.

  https://www.kdnuggets.com/2022/08/implementing-dbscan-python.html

• Is There a Way to Bridge the MLOps Tools Gap?

  Converting Jupyter notebooks to a well-designed software system is a mandatory step in every ML project. But there is a notable lack of tooling to assist developers with such translation, beyond the basic nbconvert utility.

  https://www.kdnuggets.com/2022/08/way-bridge-mlops-tools-gap.html

• Best Instagram Accounts to Follow for Data Science, Machine Learning & AI

  I have put this blog together to help you figure out what Instagram accounts you should follow to get the best Data Science, Machine Learning, and Artificial Intelligence content.

  https://www.kdnuggets.com/2022/08/best-instagram-accounts-follow-data-science-machine-learning-ai.html

• The Complete Collection of Data Science Projects – Part 1

  The first part covers the list of Programming, Web scraping, Data Analytics, SQL, Business Intelligence, and Time Series projects.

  https://www.kdnuggets.com/2022/08/complete-collection-data-science-projects-part-1.html

• Decision Trees vs Random Forests, Explained

  A simple, non-math heavy explanation of two popular tree-based machine learning models.

  https://www.kdnuggets.com/2022/08/decision-trees-random-forests-explained.html

• Why Upskilling in Data Vis Matters (& How to Get Started)

  How do you condense the information you collect and present it to decision-makers in a clear, concise, and memorable way? This August, Noah Iliinsky will be opening up an intimate cohort and presenting an online course, Effective and Efficient Data Visualization.

  https://www.kdnuggets.com/2022/07/sphere-upskilling-data-vis-matters.html

• Detecting Data Drift for Ensuring Production ML Model Quality Using Eurybia

  This article will focus on a step-by-step data drift study using Eurybia an open-source python library

  https://www.kdnuggets.com/2022/07/detecting-data-drift-ensuring-production-ml-model-quality-eurybia.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

• Hone Your Data Skills With Free Access to DataCamp

  DataCamp has launched their Free Week, running now through to 11.59 pm ET on 24 July. For this whole week, anyone, anywhere, and anytime can have unlimited access to their site. Try it out now!

  https://www.kdnuggets.com/2022/07/datacamp-hone-data-skills-free-access-datacamp.html

• Why SQL Will Remain the Data Scientist’s Best Friend

  Machine learning, big data analytics or AI may steal the headlines, but if you want to hone a smart, strategic skill that can elevate your career, look no further than SQL.

  https://www.kdnuggets.com/2022/07/sql-remain-data-scientist-best-friend.html

• 12 Essential VSCode Extensions for Data Science

  Learn about the data science VSCode extensions for super productivity and better user experience.

  https://www.kdnuggets.com/2022/07/12-essential-vscode-extensions-data-science.html

• Statistics and Probability for Data Science

  In this article, we discuss the importance of statistics and probability in data science and machine learning.

  https://www.kdnuggets.com/2022/06/statistics-probability-data-science.html

• Essential Math for Data Science: Eigenvectors and Application to PCA

  In this article, you’ll learn about the eigendecomposition of a matrix.

  https://www.kdnuggets.com/2022/06/essential-math-data-science-eigenvectors-application-pca.html

• Data Science Career: 7 Expectations vs Reality

  Let’s get into some of the expectations of data scientists – and the reality they face.

  https://www.kdnuggets.com/2022/06/data-science-career-7-expectations-reality.html

• KDnuggets News, June 22: Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy

  Primary Supervised Learning Algorithms Used in Machine Learning; Top 15 Books to Master Data Strategy; Top Data Science Podcasts for 2022; Prepare Your Data for Effective Tableau & Power BI Dashboards; Generate Synthetic Time-series Data with Open-source Tools

  https://www.kdnuggets.com/2022/n25.html

• Essential Math for Data Science: Visual Introduction to Singular Value Decomposition

  This article will cover singular value decomposition (SVD), which is a major topic of linear algebra, data science, and machine learning.

  https://www.kdnuggets.com/2022/06/essential-math-data-science-visual-introduction-singular-value-decomposition.html

• Super Study Guide: A Free Algorithms and Data Structures eBook

  Check out Super Study Guide: Algorithms and Data Structures, a free ebook covering foundations, data structures, graphs, and trees, sorting and searching.

  https://www.kdnuggets.com/2022/06/super-study-guide-free-algorithms-data-structures-ebook.html

• Prepare Your Data for Effective Tableau & Power BI Dashboards

  Although dashboards have become quite an integral part of performance tracking in organizations, implementing them can be tricky even for the most experienced analysts. This guide walks you through the steps that will allow you to create easily updatable, automated and scalable Power BI / Tableau dashboards.

  https://www.kdnuggets.com/2022/06/prepare-data-effective-tableau-power-bi-dashboards.html

• Top Data Science Podcasts for 2022

  Here are some data science related podcasts to help you either grow your interest in the field, increase your current knowledge, or help you develop yourself.

  https://www.kdnuggets.com/2022/06/top-data-science-podcasts-2022.html

• Python For Machine Learning: eBook Review

  The guide to writing production-ready Python code for machine learning projects.

  https://www.kdnuggets.com/2022/06/python-machine-learning-ebook-review.html

• A Structured Approach To Building a Machine Learning Model

  This article gives you a glimpse of how to approach a machine learning project with a clear outline of an easy-to-implement 5-step process.

  https://www.kdnuggets.com/2022/06/structured-approach-building-machine-learning-model.html

• Must-haves on Your Data Science Resume

  Recruiters look at a resume for 7.4 seconds before making a decision on the candidate. So that means you have basically less than 10 seconds to make a good impression. 10 seconds is not a lot of time; especially when you really want this job.

  https://www.kdnuggets.com/2022/06/musthaves-data-science-resume.html

• Top 18 Data Science Groups on LinkedIn

  Join the best data science professional groups on LinkedIn to share insights and experiences, ask for guidance, and build valuable connections.

  https://www.kdnuggets.com/2022/06/top-18-data-science-group-linkedin.html

• 6 Things You Need To Know About Data Management And Why It Matters For Computer Vision

  This article will explore a few areas that we feel are essential when assessing data management solutions for computer vision.

  https://www.kdnuggets.com/2022/05/6-things-need-know-data-management-matters-computer-vision.html

• Data Science, Statistics and Machine Learning Dictionary

  Check out this curated list of the most used data science terminology and get a leg up on your learning.

  https://www.kdnuggets.com/2022/05/data-science-statistics-machine-learning-dictionary.html

• The 6 Python Machine Learning Tools Every Data Scientist Should Know About

  Let's look at six must-have tools every data scientist should use.

  https://www.kdnuggets.com/2022/05/6-python-machine-learning-tools-every-data-scientist-know.html

• The Complete Collection of Data Science Books – Part 1

  Read the best books on Programming, Statistics, Data Engineering, Web Scraping, Data Analytics, Business Intelligence, Data Applications, Data Management, Big Data, and Cloud Architecture.

  https://www.kdnuggets.com/2022/05/complete-collection-data-science-books-part-1.html

• Top Posts May 9-15: Decision Tree Algorithm, Explained

  Also: 9 Free Harvard Courses to Learn Data Science in 2022; Free University Data Science Resources; Top Programming Languages and Their Uses; Naïve Bayes Algorithm: Everything You Need to Know

  https://www.kdnuggets.com/2022/05/top-posts-week-0509-0515.html

• Centroid Initialization Methods for k-means Clustering

  This article is the first in a series of articles looking at the different aspects of k-means clustering, beginning with a discussion on centroid initialization.

  https://www.kdnuggets.com/2020/06/centroid-initialization-k-means-clustering.html

• The “Hello World” of Tensorflow

  In this article, we will build a beginner-friendly machine learning model using TensorFlow.

  https://www.kdnuggets.com/2022/05/hello-world-tensorflow.html

• Create Efficient Combined Data Sources with Tableau

  Save time and effort with this guide, which will show you how to do data join operations in Tableau.

  https://www.kdnuggets.com/2022/05/create-efficient-combined-data-sources-tableau.html

• Everything You Need to Know About Tensors

  In this article, we will cover the basics of the tensors.

  https://www.kdnuggets.com/2022/05/everything-need-know-tensors.html

• 3 Steps for Harnessing the Power of Data

  Even though data is now produced at an unprecedented amount, data must be collected, processed, transformed, and analyzed to harness its power. Read more about the 3 main stages involved.

  https://www.kdnuggets.com/2022/05/3-steps-harnessing-power-data.html

• 6 Highest Paying Companies for Data Scientists

  These are the six top paying companies for data scientists. I’ve looked at absolute salary, but I’ll fill you in on other factors you should consider as well when it comes to picking a data science job for money.

  https://www.kdnuggets.com/2022/05/6-highest-paying-companies-data-scientists.html

• Best Data Science Career Tracks of 2022

  Top-rated data science tracks consist of multiple project-based courses covering all aspects of data. It includes an introduction to Python/R, data ingestion & manipulation, data visualization, machine learning, and reporting.

  https://www.kdnuggets.com/2022/04/best-data-science-career-tracks-2022.html

• MLOps: The Best Practices and How To Apply Them

  Here are some of the best practices for implementing MLOps successfully.

  https://www.kdnuggets.com/2022/04/mlops-best-practices-apply.html

• Data Scientist, Data Engineer & Other Data Careers, Explained

  In this article, we will have a look at five distinct data careers, and hopefully provide some advice on how to get one's feet wet in this convoluted field.

  https://www.kdnuggets.com/2021/05/data-scientist-data-engineer-data-careers-explained.html

• Want to Use Your Data Skills to Solve Global Problems? Here’s What You Need to Know

  Global risk management is an arena where data brings order to an unpredictable world. Johns Hopkins University’s part-time Master of Arts in Global Risk (online) takes just 18 to 21 months to complete. This multidisciplinary program helps professionals develop the skills to make forward-looking decisions that contribute to risk management.

  https://www.kdnuggets.com/2022/04/jhu-want-data-skills-solve-global-problems.html

• How to Determine the Best Fitting Data Distribution Using Python

  Approaches to data sampling, modeling, and analysis can vary based on the distribution of your data, and so determining the best fit theoretical distribution can be an essential step in your data exploration process.

  https://www.kdnuggets.com/2021/09/determine-best-fitting-data-distribution-python.html

• Top Posts Apr 11-17: Python Libraries Data Scientists Should Know in 2022

  Also: Decision Tree Algorithm, Explained; Naïve Bayes Algorithm: Everything You Need to Know; Why Are So Many Data Scientists Quitting Their Jobs?; Top Programming Languages and Their Uses

  https://www.kdnuggets.com/2022/04/top-posts-week-0411-0417.html

• Answering Questions with HuggingFace Pipelines and Streamlit

  See how easy it can be to build a simple web app for question answering from text using Streamlit and HuggingFace pipelines.

  https://www.kdnuggets.com/2021/10/simple-question-answering-web-app-hugging-face-pipelines.html

• How to Ace Data Science Assessment Test by Using Automatic EDA Tools

  By using a few lines of code, you can understand key aspects of a given dataset. These tools have helped me answer business-related questions during the data assessment test by Alooba.

  https://www.kdnuggets.com/2022/04/ace-data-science-assessment-test-automatic-eda-tools.html

• Python Libraries Data Scientists Should Know in 2022

  Let’s have a look at the Python libraries that every data scientist should know in 2022, to maintain and improve their coding journey.

  https://www.kdnuggets.com/2022/04/python-libraries-data-scientists-know-2022.html

• Low Code: Are Developers Still Needed?

  Have low-code solutions subverted the need for developers? Are experienced software developers going the way of the dodo? Read on to find out.

  https://www.kdnuggets.com/2022/04/low-code-developers-still-needed.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

• Uncertainty Quantification in Artificial Intelligence-based Systems

  The article summarizes the plethora of UQ methods using Bayesian techniques, shows issues and gaps in the literature, suggests further directions, and epitomizes AI-based systems within the Financial Crime domain.

  https://www.kdnuggets.com/2022/04/uncertainty-quantification-artificial-intelligencebased-systems.html

• Introductory Pandas Tutorial

  A gentle introduction to data analysis with Pandas.

  https://www.kdnuggets.com/2022/03/introductory-pandas-tutorial.html

• People Management for AI: Building High-Velocity AI Teams

  Practical advice for managers and directors who are looking to build AI/ML teams.

  https://www.kdnuggets.com/2022/03/people-management-ai-building-highvelocity-ai-teams.html

• What’s the Difference Between Data Analysts and Data Scientists?

  This article will help you understand what data analysts and data scientists do with data in detail.

  https://www.kdnuggets.com/2022/03/difference-data-analysts-data-scientists.html

• Time Series Forecasting with Ploomber, Arima, Python, and Slurm

  In this blog you will see how the authors took a raw .ipynb notebook that does time series forecasting with Arima, modularized it into a Ploomber pipeline, and ran parallel jobs on Slurm.

  https://www.kdnuggets.com/2022/03/time-series-forecasting-ploomber-arima-python-slurm.html

• Top Posts March 21-27: Why Are So Many Data Scientists Quitting Their Jobs?

  Also: Decision Tree Algorithm, Explained; Linear vs Logistic Regression: A Succinct Explanation; Best Data Science Books for Beginners; Top Programming Languages and Their Uses

  https://www.kdnuggets.com/2022/03/top-posts-week-0321-0327.html

• Data Science at the Command Line: The Free eBook

  If you are familiar with Python & R, then improve your current data science workflow by integrating Unix power tools.

  https://www.kdnuggets.com/2022/03/data-science-command-line-free-ebook.html

• Top 13 Skills That Every Data Scientist Should Have

  Let me walk you through the top 13 data science skills that you should have to become a successful data scientist. Following this outline, you’ll have a great path of digestible steps to educate yourself and be prepared to apply for data scientist positions.

  https://www.kdnuggets.com/2022/03/top-13-skills-every-data-scientist.html

• A New Way of Managing Deep Learning Datasets

  Create, version-control, query, and visualize image, audio, and video datasets using Hub 2.0 by Activeloop.

  https://www.kdnuggets.com/2022/03/new-way-managing-deep-learning-datasets.html