Search results for Data Science
-
Bayesian vs Frequentist Statistics in Data Science
Is your statistical alignment Bayesian or a Frequentist?https://www.kdnuggets.com/2023/05/bayesian-frequentist-statistics-data-science.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
-
A Beginner’s Guide to Anomaly Detection Techniques in Data Science
In this article, I will give you a brief introduction to anomaly detection and I will guide you through the different techniques that you can use to identify anomalies.https://www.kdnuggets.com/2023/05/beginner-guide-anomaly-detection-techniques-data-science.html
-
Maximize Your Value With The 3rd Best Online Master’s In Data Science Program
Enrolling now for October 30 start. Convenient one and two-year schedules.https://www.kdnuggets.com/2023/05/bay-path-maximize-value-online-masters-data-science.html
-
How to Transition into Data Science from a Different Background?
Are you interested in data science but don't have a relevant background? Don't worry, you can still learn the skills and tools you need to become a successful data scientist.https://www.kdnuggets.com/2023/05/transition-data-science-different-background.html
-
ChatGPT as a Personalized Tutor for Learning Data Science Concepts
Utilize the power of ChatGPT for data science self-learning.https://www.kdnuggets.com/2023/05/chatgpt-personalized-tutor-learning-data-science-concepts.html
-
The Base Rate Fallacy and its Impact on Data Science
The base rate fallacy is the importance of considering all relevant data.https://www.kdnuggets.com/2023/04/base-rate-fallacy-impact-data-science.html
-
KDnuggets News, April 19: AutoGPT: Everything You Need To Know • 10 Websites to Get Amazing Data for Data Science Projects
AutoGPT: Everything You Need To Know • 10 Websites to Get Amazing Data for Data Science Projects • 6 ChatGPT mind-blowing extensions to use it anywhere • Mastering Generative AI and Prompt Engineering: A Free eBook • Baby AGI: The Birth of a Fully Autonomous AIhttps://www.kdnuggets.com/2023/n14.html
-
KDnuggets Top Posts for March 2023: ChatGPT for Data Science Cheat Sheet
ChatGPT for Data Science Cheat Sheet • 4 Ways to Generate Passive Income Using ChatGPT • GPT-4: Everything You Need To Know • Automate the Boring Stuff with GPT-4 and Python • Simpson's Paradox and its Implications in Data Science • ChatGPT vs Google Bard: A Comparison of the Technical Differences • OpenChatKit: Open-Source ChatGPT Alternative • How to Use ChatGPT to Improve Your Data Science Skillshttps://www.kdnuggets.com/2023/04/top-posts-mar-2023.html
-
10 Websites to Get Amazing Data for Data Science Projects
Ultimately, these websites should help you find data you care about, do a cool data science project, and use that to get a job.https://www.kdnuggets.com/2023/04/10-websites-get-amazing-data-data-science-projects.html
-
My Data Science Six Months Success Story
I will be sharing a couple of things I have learned in the past six months and tips that helped me stay dedicated and true to my journey in this article.https://www.kdnuggets.com/2023/04/data-science-six-months-success-story.html
-
5 Essential AI Tools for Data Science
Learn how Bard, Bing, ChatGPT, GitHub Copilot, and Hugging Face are improving data scientists' work life.https://www.kdnuggets.com/2023/04/5-essential-ai-tools-data-science.html
-
RAPIDS cuDF to Speed up Your Next Data Science Workflow
This article will explain how RAPIDS can help you speed up your next data science workflow. RAPIDS cuDF is a GPU DataFrame library that allows you to produce your end-to-end data science pipeline development all on GPU.https://www.kdnuggets.com/2023/04/rapids-cudf-speed-next-data-science-workflow.html
-
How to Use ChatGPT to Improve Your Data Science Skills
And How to Speed up your research of data science resources without wasting energy.https://www.kdnuggets.com/2023/03/chatgpt-improve-data-science-skills.html
-
5 Advance Projects for Data Science Portfolio
Work on data analytics, time series, natural language processing, machine learning, and ChatGPT projects to improve your chance of getting hired.https://www.kdnuggets.com/2023/03/5-advance-projects-data-science-portfolio.html
-
The Berkson-Jekel Paradox and its Importance to Data Science
Berkson-Jekel: A Statistical Paradox in Data Science that you should know about.https://www.kdnuggets.com/2023/03/berksonjekel-paradox-importance-data-science.html
-
A Complete Collection of Data Science Free Courses – Part 2
The second part covers the list of Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Engineering, and MLOps.https://www.kdnuggets.com/2023/03/complete-collection-data-science-free-courses-part-2.html
-
How Data Science Can Transform Mobile App Development?
Data science is an intelligent and powerful technology. By knowing how to use data science in mobile app development you can achieve great results.https://www.kdnuggets.com/2023/03/data-science-transform-mobile-app-development.html
-
Automation in Data Science Workflows
Will data science, known for replacing innately iterative work with automation, become automated? Will data scientists’ jobs be automated too?https://www.kdnuggets.com/2023/03/automation-data-science-workflows.html
-
9 Free Harvard Courses to Learn Data Science
Learn Python programming, statistics, and machine learning online from one of the world’s top universities.https://www.kdnuggets.com/2022/05/9-free-harvard-courses-learn-data-science-2022.html
-
A Complete Collection of Data Science Free Courses – Part 1
The first part covers the list of Programming, Web scraping, Statistics & Probability, Data Analytics, SQL, and Business Intelligence free courses.https://www.kdnuggets.com/2023/03/complete-collection-data-science-free-courses-part-1.html
-
KDnuggets News, March 15: 4 Ways to Generate Passive Income Using ChatGPT • Simpson’s Paradox and its Implications in Data Science
4 Ways to Generate Passive Income Using ChatGPT • Simpson's Paradox and its Implications in Data Science • ChatGPT vs Google Bard: A Comparison of the Technical Differences • Master the Power of Data Analytics: The Four Approaches to Analyzing Data • GitHub CLI for Data Science Cheat Sheethttps://www.kdnuggets.com/2023/n10.html
-
9 Top Platforms to Practice Key Data Science Skills
Which platforms would I recommend as a go-to for learning and practicing data science skills? The list would change every day, depending on my mood. Here’s today’s list with an overview of each platform.https://www.kdnuggets.com/2023/03/9-top-platforms-practice-key-data-science-skills.html
-
Use your Data Science Skills to Create 5 Streams of Income
Leverage your data science skills to create five different side streams of income.https://www.kdnuggets.com/2023/03/data-science-skills-create-5-streams-income.html
-
5 More Command Line Tools for Data Science
Use these tools to Access API, Manipulate CSV files, download datasets, and more from your terminal.https://www.kdnuggets.com/2023/03/5-command-line-tools-data-science.html
-
GitHub CLI for Data Science Cheat Sheet
The GitHub CLI is a tool that allows for interaction with the GitHub platform with the command line interface. Mastering the most-used commands will allow you to become a productive of a data science, data engineering, or machine learning engineering development team.https://www.kdnuggets.com/2023/03/github-cli-data-science-cheat-sheet.html
-
Simpson’s Paradox and its Implications in Data Science
The importance of Simpson’s Paradox and why you need to consider it when working with data.https://www.kdnuggets.com/2023/03/simpson-paradox-implications-data-science.html
-
KDnuggets News, March 8: ChatGPT for Data Science Cheat Sheet • Top Free Data Science Online Courses for 2023
ChatGPT for Data Science Cheat Sheet • Top Free Data Science Online Courses for 2023 • SQL Query Optimization Techniques • 3 Hard Python Coding Interview Questions For Data Science • A List of 7 Best Data Modeling Tools for 2023https://www.kdnuggets.com/2023/n09.html
-
Top Posts February 27 – March 5: ChatGPT for Data Science Cheat Sheet
ChatGPT for Data Science Cheat Sheet • 5 Data Analysis Projects For Beginners • 4 Ways to Rename Pandas Columns • 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2 • The ChatGPT Cheat Sheethttps://www.kdnuggets.com/2023/03/top-posts-week-0227-0305.html
-
3 Hard Python Coding Interview Questions For Data Science
No mercy today! I have three hard-level Python coding interview questions that require you to be on top of your game in Python and solve business problems.https://www.kdnuggets.com/2023/03/3-hard-python-coding-interview-questions-data-science.html
-
Get World-class Data Science Learning with DataCamp at 25% off
Equip yourself for our data-driven future with 25% off a world-class data science learning platform DataCamp. Check out the details here.https://www.kdnuggets.com/2023/03/datacamp-world-class-data-science-learning.html
-
Top Free Data Science Online Courses for 2023
Learn Data Science in 2023 for FREE with these online courses.https://www.kdnuggets.com/2023/03/top-free-data-science-online-courses-2023.html
-
ChatGPT for Data Science Cheat Sheet
The latest KDnuggets cheat sheet covers using ChatGPT to your advantage as a data scientist. It's time to master prompt engineering, and here is a handy reference for helping you along the way.https://www.kdnuggets.com/2023/03/chatgpt-data-science-cheat-sheet.html
-
7 Tips for Data Science Project Management
Tips to help you plan and execute your data science projects efficiently and successfully.https://www.kdnuggets.com/2023/03/7-tips-data-science-project-management.html
-
KDnuggets News, March 1: Essential A/B Testing Course for Data Science • The Importance of Probability in Data Science
Essential A/B Testing Course for Data Science • The Importance of Probability in Data Science • 5 Statistical Paradoxes Data Scientists Should Know • Free TensorFlow 2.0 Complete Course • ChatGPT, GPT-4, and More Generative AI Newshttps://www.kdnuggets.com/2023/n08.html
-
PySpark for Data Science
In this tutorial, we will learn to Initiates the Spark session, load, and process the data, perform data analysis, and train a machine learning model.https://www.kdnuggets.com/2023/02/pyspark-data-science.html
-
Make Quantum Leaps in Your Data Science Journey
Learn about three levels of data science to make the quantum leap to the next level.https://www.kdnuggets.com/2023/02/make-quantum-leaps-data-science-journey.html
-
The Importance of Probability in Data Science
Why do you need to learn probability in data science?https://www.kdnuggets.com/2023/02/importance-probability-data-science.html
-
Essential A/B Testing Course for Data Science
The course explains the core foundations and experiment design process for A/B testing, along with the case studies.https://www.kdnuggets.com/2023/02/essential-ab-testing-course-data-science.html
-
The Role of Resampling Techniques in Data Science
Resampling and how you can use it to improve the overall performance of your models.https://www.kdnuggets.com/2023/02/role-resampling-techniques-data-science.html
-
5 Genuinely Useful Bash Scripts for Data Science
In this article, we are going to take a look at five different data science-related scripting-friendly tasks, where we should see how flexible and useful Bash can be.https://www.kdnuggets.com/2023/02/bash-scripts-data-science.html
-
Is Data Science a Dying Career?
At the end of the day, the value a data scientist provides to an organization lies in their ability to apply data to real-world use cases.https://www.kdnuggets.com/2022/01/data-science-dying-career.html
-
Hypothesis Testing in Data Science
Defining a hypothesis allows you to collect data effectively and determine whether it provides enough evidence to support your hypothesis.https://www.kdnuggets.com/2023/02/hypothesis-testing-data-science.html
-
Docker for Data Science Cheat Sheet
Docker is dependency management on steroids, helping to ensure both reproducibility and collaboration, making it an important tool for data science. Our latest cheat sheet serves as a handy Docker reference. Check it out now!https://www.kdnuggets.com/2023/02/docker-data-science-cheat-sheet.html
-
The Complete Data Science Study Roadmap
This article will map out the things you need to do to become a data scientist.https://www.kdnuggets.com/2022/08/complete-data-science-study-roadmap.html
-
3 More SQL Aggregate Function Interview Questions for Data Science
Lacking inspiration on how to prepare SQL aggregate functions for a job interview? Here are three interview question suggestions to get you out of a rut.https://www.kdnuggets.com/2023/01/3-sql-aggregate-function-interview-questions-data-science.html
-
Master Data Science with Anaconda
As a special offer, you're receiving a 30-day FREE trial to Anaconda Notebooks and Learning. To unlock this offer, simply sign up for an Anaconda Nucleus account and use the promo code “NEWYEAR23" at checkout.https://www.kdnuggets.com/2023/01/anaconda-master-data-science-anaconda.html
-
Top 10 Advanced Data Science SQL Interview Questions You Must Know How to Answer
In this article, we will give a list of commonly asked SQL interview questions to help you prepare for your coming technical interview.https://www.kdnuggets.com/2023/01/top-10-advanced-data-science-sql-interview-questions-must-know-answer.html
-
Top 8 Data Science Slack Communities to Join in 2023
Take your Data Science journey to the next level by joining these Slack communities in 2023.https://www.kdnuggets.com/2023/01/top-8-data-science-slack-communities-join-2023.html
-
How I Make $3,500 Online Every Month With Data Science
Here's how you can do the same.https://www.kdnuggets.com/2023/01/make-3500-online-every-month-data-science.html
-
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
-
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 Brighthttps://www.kdnuggets.com/2023/n01.html
-
RAPIDS cuDF for Accelerated Data Science on Google Colab
GPU-accelerated dataframe library that implements the familiar pandas API for processing and analyzing your data.https://www.kdnuggets.com/2023/01/rapids-cudf-accelerated-data-science-google-colab.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
-
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
-
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
-
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
-
Top 38 Python Libraries for Data Science, Data Visualization & Machine Learning
This article compiles the 38 top Python libraries for data science, data visualization & machine learning, as best determined by KDnuggets staff.https://www.kdnuggets.com/2020/11/top-python-libraries-data-science-data-visualization-machine-learning.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
-
Top KDnuggets Post of 2022: Is Data Science a Dying Career?
Also: The Complete Collection of Data Science Cheat Sheets • 15 Python Coding Interview Questions You Must Know For Data Science • Free Python for Data Science Course • The High Paying Side Hustles for Data Scientists • Vanishing Gradient Problem, Explainedhttps://www.kdnuggets.com/2022/12/top-posts-2022.html
-
How To Find The Best Data Science Remote Jobs
Learn Why, What, and How about the best data science remote jobs.https://www.kdnuggets.com/2022/12/find-best-data-science-remote-jobs.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 Overcome The Fear of Math and Learn Math For Data Science
Many aspiring Data Scientists, especially when self-learning, fail to learn the necessary math foundations. These recommendations for learning approaches along with references to valuable resources can help you overcome a personal sense of not being "the math type" or belief that you "always failed in math."https://www.kdnuggets.com/2021/03/overcome-fear-learn-math-data-science.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
-
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
-
Top Posts December 5-11: 4 Useful Intermediate SQL Queries for Data Science
4 Useful Intermediate SQL Queries for Data Science • How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • 3 Free Machine Learning Courses for Beginners • 7 Essential Cheat Sheets for Data Engineering • 7 Techniques to Handle Imbalanced Datahttps://www.kdnuggets.com/2022/12/top-posts-week-1205-1211.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
-
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 Toolshttps://www.kdnuggets.com/2022/n47.html
-
4 Useful Intermediate SQL Queries for Data Science
SQL is the essential language for developers, engineers, and data professionals. Intermediate knowledge in SQL gives you an edge in your data science career.https://www.kdnuggets.com/2022/12/4-useful-intermediate-sql-queries-data-science.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
-
Top 10 Data Science Myths Busted
The data science field is full of job opportunities, yet there is still a lot of confusion about what data scientists actually do. This confusion is largely due to the many myths that exist about the role of a data scientist. In this article, we will bust the top 10 myths about data science. By the end of this article, you will have a better understanding of the role of a data scientist and what it takes to be one.https://www.kdnuggets.com/2022/12/top-10-data-science-myths-busted.html
-
How I Got 4 Data Science Offers and Doubled My Income 2 Months After Being Laid Off
In this blog, I shared my story on getting 4 data science job offers including Airbnb, Lyft and Twitter after being laid off. Any data scientist who was laid off due to the pandemic or who is actively looking for a data science position can find something here to which they can relate.https://www.kdnuggets.com/2021/01/data-science-offers-doubled-income-2-months.html
-
How to Democratize AI/ML and Data Science with AI-generated Synthetic Data
Synthetic data generation is a solution that allows citizen data scientists and auto ML users to quickly and safely create and use business-critical data assets. Benefits go beyond democratizing data access, and even those with privileged data access build synthetic data generators into their workflows.https://www.kdnuggets.com/2022/11/mostly-ai-democratize-aiml-data-science-aigenerated-synthetic-data.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 Sciencehttps://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
-
What is Chebychev’s Theorem and How Does it Apply to Data Science?
Chebyshev’s Theorem applies to every data set and is heavily used by Statisticians, Data Scientists, and Machine Learning Engineers.https://www.kdnuggets.com/2022/11/chebychev-theorem-apply-data-science.html
-
Linux for Data Science Cheatsheet
KDnuggets is back with another exclusive cheatsheet, this time sharing a Linux quick reference for data science.https://www.kdnuggets.com/2022/11/linux-data-science-cheatsheet.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
-
Top Posts November 14-20: Git for Data Science Cheatsheet
Git for Data Science Cheatsheet • 6 Best Free Online Courses to Learn Python and Boost Your Career • How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • How LinkedIn Uses Machine Learning To Rank Your Feed • 7 SQL Concepts You Should Know For Data Sciencehttps://www.kdnuggets.com/2022/11/top-posts-week-1114-1120.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
-
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 Engineerhttps://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
-
Git for Data Science Cheatsheet
Knowing git is no longer an option for data professionals. Grab this handy reference sheet now and make sure you know how to git the job done.https://www.kdnuggets.com/2022/11/git-data-science-cheatsheet.html
-
Matrix Multiplication for Data Science (or Machine Learning)
Learn the math behind matrix multiplication for data science and machine learning with code examples.https://www.kdnuggets.com/2022/11/matrix-multiplication-data-science-machine-learning.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 Scientisthttps://www.kdnuggets.com/2022/n43.html
-
7 Tips To Produce Readable Data Science Code
In this article, we will go over a few steps that you can take to produce readable, high-quality code.https://www.kdnuggets.com/2022/11/7-tips-produce-readable-data-science-code.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
-
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
-
KDnuggets News, October 26: A Data Science Portfolio That Will Land You The Job in 2022 • Is OLAP Dead?
A Data Science Portfolio That Will Land You The Job in 2022 • Is OLAP Dead? • 10 Essential SQL Commands for Data Science • Why TinyML Cases Are Becoming More Popular • Ensemble Learning with Exampleshttps://www.kdnuggets.com/2022/n42.html
-
A Data Science Portfolio That Will Land You The Job in 2022
Check out this article on crafting a data science portfolio that will get you that job. And learn 4 resume mistakes to avoid at any cost.https://www.kdnuggets.com/2022/10/data-science-portfolio-land-job-2022.html
-
KDnuggets Top Posts for September 2022: Free Python for Data Science Course
Free Python for Data Science Course • 7 Machine Learning Portfolio Projects to Boost the Resume • Free Algorithms in Python Course • How to Select Rows and Columns in Pandas • 5 Data Science Skills That Pay & 5 That Don't • Everything You’ve Ever Wanted to Know About Machine Learning • Free SQL and Database Course • 7 Data Analytics Interview Questions & Answershttps://www.kdnuggets.com/2022/09/top-posts-september-2022.html
-
10 Essential SQL Commands for Data Science
Learn SQL commands for filtering, string operations, alias, joining tables, if-else statements, and grouping.https://www.kdnuggets.com/2022/10/10-essential-sql-commands-data-science.html
-
7 Free Platforms for Building a Strong Data Science Portfolio
Outshine others and increase your odds of getting hired by maintaining a data science portfolio with projects, resumes, blogs, and reports.https://www.kdnuggets.com/2022/10/7-free-platforms-building-strong-data-science-portfolio.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 Zhttps://www.kdnuggets.com/2022/n40.html
-
How to Build a Data Science Enablement Team: A Complete Guide
A Data Science Enablement Team consists of people from various departments like marketing, sales, product development, etc. They are responsible for providing the necessary tools and resources to help the data scientists do their job more efficiently.https://www.kdnuggets.com/2022/10/build-data-science-enablement-team-complete-guide.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
-
Interview Kickstart Data Science Interview Course — What Makes It Different?
Interview Kickstart’s Data Science Interview Course is built by Data Scientists from MAANG and other big tech companies, the course promises to get you interview-ready in 15 weeks.https://www.kdnuggets.com/2022/10/interview-kickstart-data-science-interview-course-makes-different.html
-
Which is Best: Data Science Bootcamp vs Degree vs Online Course
Let’s break down each of the three options: the pros, the cons, the cost, and what you can expect to get out of them in the end.https://www.kdnuggets.com/2022/09/best-data-science-bootcamp-degree-online-course.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
-
How Data Science Fuels Fraud Prevention
By themselves, these data points will probably not provide much insight into a single customer. However, a company that has some or all of this information is well-positioned to have a strong idea of how legitimate its visitors are.https://www.kdnuggets.com/2022/09/data-science-fuels-fraud-prevention.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
-
KDnuggets News, September 14: Free Python for Data Science Course • Everything You’ve Ever Wanted to Know About Machine Learning
Free Python for Data Science Course • Everything You’ve Ever Wanted to Know About Machine Learning • Progress Bars in Python with tqdm for Fun and Profit • 7 Tips for Python Beginners • 7 Data Analytics Interview Questions & Answershttps://www.kdnuggets.com/2022/n36.html
-
KDnuggets Applied Data Science Survey
We want to know where you applied data science in the past 12 months.https://www.kdnuggets.com/2022/09/applied-data-science-survey.html
-
Top Posts August 29 – September 11: Free Python for Data Science Course
Free Python for Data Science Course • How to Select Rows and Columns in Pandas Using [ ], .loc, iloc, .at and .iat • Everything You've Ever Wanted to Know About Machine Learning • 7 Tips for Python Beginners • 5 Tricky SQL Queries Solvedhttps://www.kdnuggets.com/2022/09/top-posts-week-0829-0911.html
-
24 A/B Testing Interview Questions in Data Science Interviews and How to Crack Them
Here’s everything you need to know about A/B testing interview questions in data science interviews.https://www.kdnuggets.com/2022/09/24-ab-testing-interview-questions-data-science-interviews-crack.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
-
KDnuggets News, August 31: The Complete Data Science Study Roadmap • 7 Techniques to Handle Imbalanced Data
The Complete Data Science Study Roadmap • 7 Techniques to Handle Imbalanced Data • 3 Ways to Append Rows to Pandas DataFrames • The Bias-Variance Trade-off • How to Package and Distribute Machine Learning Models with MLFlowhttps://www.kdnuggets.com/2022/n35.html
-
Build a Reproducible and Maintainable Data Science Project: A Free Online Book
This free online book is a fantastic resource on how to structure, manage, and maintain your real-world data science projects.https://www.kdnuggets.com/2022/08/free-book-build-reproducible-maintainable-data-science-project.html
-
How to Better Leverage Data Science for Business Growth
Is data science for you? And if it is, how can you use it to grow your business?https://www.kdnuggets.com/2022/08/better-leverage-data-science-business-growth.html
-
KDnuggets News, August 17: How to Perform Motion Detection Using Python • The Complete Collection of Data Science Projects
How to Perform Motion Detection Using Python • The Complete Collection of Data Science Projects - Part 2 • What Does ETL Have to Do with Machine Learning? • Data Transformation: Standardization vs Normalization • The Evolution From Artificial Intelligence to Machine Learning to Data Sciencehttps://www.kdnuggets.com/2022/n33.html
-
Why is Data Management so Important to Data Science?
High data availability may help power digital transformation, but data management systems are needed to keep that data organized and make it accessible. Read this article to see why data management is important to data science.https://www.kdnuggets.com/2022/08/data-management-important-data-science.html
-
The Complete Collection of Data Science Projects – Part 2
The second part covers the list of Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Data Engineering, and MLOps.https://www.kdnuggets.com/2022/08/complete-collection-data-science-projects-part-2.html
-
The Importance of Experiment Design in Data Science
Do you feel overwhelmed by the sheer number of ideas that you could try while building a machine learning pipeline? You can not take the liberty of trying all possible ways to arrive at a solution - hence we discuss the importance of experiment design in data science projects.https://www.kdnuggets.com/2022/08/importance-experiment-design-data-science.html
-
5 Key Data Science Trends & Analytics Trends
Let’s have a look at some of the key tech trends on the horizon right now.https://www.kdnuggets.com/2022/08/5-key-data-science-trends-analytics-trends.html
-
September 26-30: SIAM Conference on Mathematics of Data Science (Hybrid)
Join researchers, practitioners, educators, and students from around the world working in industry, government, laboratories, and academia for this thought-provoking conference.https://www.kdnuggets.com/2022/08/siam-conference-mathematics-data-science-hybrid.html
-
The Evolution From Artificial Intelligence to Machine Learning to Data Science
By the end of this article, you should be able to distinguish between these concepts.https://www.kdnuggets.com/2022/08/evolution-artificial-intelligence-machine-learning-data-science.html
-
3 Free Statistics Courses for Data Science
Statistics is one of the most in-demand data science skills. Master it for free with these online courses.https://www.kdnuggets.com/2022/08/3-free-statistics-courses-data-science.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
-
Full Stack Everything? Organizational Intersections Between Data Science, Dev & Tech
Breakthrough value is found when teams collaborate at their intersections to come up with innovative solutions.https://www.kdnuggets.com/2022/08/full-stack-everything-organizational-intersections-data-science-dev-tech.html
-
Calculus for Data Science
In this article, we discuss the importance of calculus in data science and machine learning.https://www.kdnuggets.com/2022/07/calculus-data-science.html
-
12 Most Challenging Data Science Interview Questions
The simple but tricky data science questions that most people struggle to answer.https://www.kdnuggets.com/2022/07/12-challenging-data-science-interview-questions.html
-
The 5 Best Places To Host Your Data Science Portfolio
How can you showcase your data scientist skills and abilities? The answer to this question is online platforms where you can publish your portfolio and seize opportunities.https://www.kdnuggets.com/2022/07/5-best-places-host-data-science-portfolio.html
-
KDnuggets News, July 13: Linear Algebra for Data Science; 10 Modern Data Engineering Tools
Linear Algebra for Data Science; 10 Modern Data Engineering Tools; Python String Processing Cheatsheet; Simple Salary Guide for Tech Experts 2022; 16 Essential DVC Commands for Data Sciencehttps://www.kdnuggets.com/2022/n28.html