Search results for Data Science
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Which Data Science Skills are core and which are hot/emerging ones?">Which Data Science Skills are core and which are hot/emerging ones?
We identify two main groups of Data Science skills: A: 13 core, stable skills that most respondents have and B: a group of hot, emerging skills that most do not have (yet) but want to add. See our detailed analysis.https://www.kdnuggets.com/2019/09/core-hot-data-science-skills.html
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Version Control for Data Science: Tracking Machine Learning Models and Datasets
I am a Git god, why do I need another version control system for Machine Learning Projects?https://www.kdnuggets.com/2019/09/version-control-data-science-tracking-machine-learning-models-datasets.html
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There is No Free Lunch in Data Science">There is No Free Lunch in Data Science
There is no such thing as a free lunch in life or data science. Here, we'll explore some science philosophy and discuss the No Free Lunch theorems to find out what they mean for the field of data science.https://www.kdnuggets.com/2019/09/no-free-lunch-data-science.html
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Top 10 Data Science Use Cases in Energy and Utilities
In this article, we will consider the most vivid data science use cases in the industry of energy and utilities.https://www.kdnuggets.com/2019/09/top-10-data-science-use-cases-energy-utilities.html
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Jobs in Data Science, Machine Learning, AI & Analytics
To add a free short entry here for a job related to Data Science, Machine Learning, AI or Analytics, email the following 5 items to Read more »https://www.kdnuggets.com/jobs/index.html
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New Poll: Data Science Skills">New Poll: Data Science Skills
New KDnuggets poll asks 1) What Data Science/Machine Learning-related skills you currently have, and 2) Which skills you want to add or improve? If you are human, please vote and we will analyze and publish the results.https://www.kdnuggets.com/2019/08/new-poll-data-science-skills.html
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Is Kaggle Learn a “Faster Data Science Education?”">Is Kaggle Learn a “Faster Data Science Education?”
Kaggle Learn is "Faster Data Science Education," featuring micro-courses covering an array of data skills for immediate application. Courses may be made with newcomers in mind, but the platform and its content is proving useful as a review for more seasoned practitioners as well.https://www.kdnuggets.com/2019/08/kaggle-learn-faster-data-science-education.html
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Crafting an Elevator Pitch for your Data Science Startup
If you are launching a data science startup, these tips will give you a head start as you seek capital for seed funding or your next level of growth.https://www.kdnuggets.com/2019/08/elevator-pitch-data-science-startup.html
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What is Benford’s Law and why is it important for data science?">What is Benford’s Law and why is it important for data science?
Benford’s law is a little-known gem for data analytics. Learn about how this can be used for anomaly or fraud detection in scientific or technical publications.https://www.kdnuggets.com/2019/08/benfords-law-data-science.html
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Five Command Line Tools for Data Science
You can do more data science than you think from the terminal.https://www.kdnuggets.com/2019/07/five-command-line-tools-data-science.html
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Here’s how you can accelerate your Data Science on GPU
Data Scientists need computing power. Whether you’re processing a big dataset with Pandas or running some computation on a massive matrix with Numpy, you’ll need a powerful machine to get the job done in a reasonable amount of time.https://www.kdnuggets.com/2019/07/accelerate-data-science-on-gpu.html
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Top 10 Best Podcasts on AI, Analytics, Data Science, Machine Learning">Top 10 Best Podcasts on AI, Analytics, Data Science, Machine Learning
Check out our latest Top 10 Most Popular Data Science and Machine Learning podcasts available on iTunes. Stay up to date in the field with these recent episodes and join in with the current data conversations.https://www.kdnuggets.com/2019/07/best-podcasts-ai-analytics-data-science-machine-learning.html
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Fantastic Four of Data Science Project Preparation">Fantastic Four of Data Science Project Preparation
This article takes a closer look at the four fantastic things we should keep in mind when approaching every new data science project.https://www.kdnuggets.com/2019/07/fantastic-four-data-science-project-preparation.html
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Top Certificates and Certifications in Analytics, Data Science, Machine Learning and AI">Top Certificates and Certifications in Analytics, Data Science, Machine Learning and AI
Here are the top certificates and certifications in Analytics, AI, Data Science, Machine Learning and related areas.https://www.kdnuggets.com/2019/07/top-certificates-analytics-data-science-machine-learning-ai.html
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Things I Have Learned About Data Science
Read this collection of 38 things the author has learned along his travels, and has opted to share for the benefit of the reader.https://www.kdnuggets.com/2019/07/collection-things-learned-data-science.html
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Secrets to a Successful Data Science Interview
Are you puzzled as to what to prepare for data science interviews? That you are reading this document is a reflection of your seriousness in being a successful data scientist.https://www.kdnuggets.com/2019/07/secrets-data-science-interview.html
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Top 10 Data Science Leaders You Should Follow">Top 10 Data Science Leaders You Should Follow
If you’re in the data science field, I strongly encourage you to follow these giants— which I’ll list down in the section below — and be a part of our data science community to learn from the best and share your experience and knowledge.https://www.kdnuggets.com/2019/07/top-10-data-science-leaders.html
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How to Showcase the Impact of Your Data Science Work
You're a Data Scientist -- or preparing to land your first job -- and communicating your work to others, especially employers, so they understand your impact is essential. These five tips will help you help others appreciate your data science.https://www.kdnuggets.com/2019/07/showcase-impact-data-science-work.html
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What’s wrong with the approach to Data Science?">What’s wrong with the approach to Data Science?
The job ‘Data Scientist’ has been around for decades, it was just not called “Data Scientist”. Statisticians have used their knowledge and skills using machine learning techniques such as Logistic Regression and Random Forest for prediction and insights for longer than people actually realize.https://www.kdnuggets.com/2019/07/whats-wrong-with-data-science.html
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How Data Science Is Used Within the Film Industry">How Data Science Is Used Within the Film Industry
As Data Science is becoming pervasive across so many industries, Hollywood is certainly not being left behind. Learn about how Big Data, analytics, and AI are now core drivers of the movies we watch and how we watch them.https://www.kdnuggets.com/2019/07/data-science-film-industry.html
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Top 8 Data Science Use Cases in Construction
This article considers several of the most efficient and productive data science use cases in the construction industry.https://www.kdnuggets.com/2019/07/top-8-data-science-use-cases-construction.html
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How to Make a Success Story of your Data Science Team
Today, data science is a crucial component for an organization's growth. Given how important data science has grown, it’s important to think about what data scientists add to an organization, how they fit in, and how to hire and build effective data science teams.https://www.kdnuggets.com/2019/06/success-story-data-science-team.html
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Data Science Jobs Report 2019: Python Way Up, TensorFlow Growing Rapidly, R Use Double SAS"> Data Science Jobs Report 2019: Python Way Up, TensorFlow Growing Rapidly, R Use Double SAS
Data science jobs continue to grow in 2019, and this report shares the change and spread of jobs by software over recent years.https://www.kdnuggets.com/2019/06/data-science-jobs-report.html
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How to Learn Python for Data Science the Right Way">How to Learn Python for Data Science the Right Way
The biggest mistake you can make while learning Python for data science is to learn Python programming from courses meant for programmers. Avoid this mistake, and learn Python the right way by following this approach.https://www.kdnuggets.com/2019/06/python-data-science-right-way.html
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Scalable Python Code with Pandas UDFs: A Data Science Application
There is still a gap between the corpus of libraries that developers want to apply in a scalable runtime and the set of libraries that support distributed execution. This post discusses how to bridge this gap using the the functionality provided by Pandas UDFs in Spark 2.3+https://www.kdnuggets.com/2019/06/scalable-python-code-pandas-udfs.html
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If you’re a developer transitioning into data science, here are your best resources"> If you’re a developer transitioning into data science, here are your best resources
This article will provide a background on the data scientist role and why your background might be a good fit for data science, plus tangible stepwise actions that you, as a developer, can take to ramp up on data science.https://www.kdnuggets.com/2019/06/developer-transitioning-data-science-best-resources.html
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What you need to know: The Modern Open-Source Data Science/Machine Learning Ecosystem">What you need to know: The Modern Open-Source Data Science/Machine Learning Ecosystem
We identify the 6 tools in the modern open-source Data Science ecosystem, examine the Python vs R question, and determine which tools are used the most with Deep Learning and Big Data.https://www.kdnuggets.com/2019/06/top-data-science-machine-learning-tools.html
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The Infinity Stones of Data Science">The Infinity Stones of Data Science
Do you love data science 3000? Don't want to be embarrassed in front of the other analytics wizards? Aspire to be one of Earth's mightiest heroes, like Kevin Bacon? Help make data science a snap with these simple insights.https://www.kdnuggets.com/2019/06/infinity-stones-data-science.html
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A Step-by-Step Guide to Transitioning your Career to Data Science – Part 2
How do you identify the technical skills a hiring manager is looking for? How do you build a data science project that draws the attention of a hiring manager?https://www.kdnuggets.com/2019/06/guide-transitioning-career-data-science-part-2.html
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Jupyter Notebooks: Data Science Reporting">Jupyter Notebooks: Data Science Reporting
Jupyter does bring us some benefits of being able to organize code but many of us still find ourselves with messy and unnecessary code chunks. Here are some ways including a NEW EXTENSION that anyone can use to begin organizing your code on your notebooks.https://www.kdnuggets.com/2019/06/jupyter-notebooks-data-science-reporting.html
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The Whole Data Science World in Your Hands
Testing MatrixDS capabilities on different languages and tools: Python, R and Julia. If you work with data you have to check this out.https://www.kdnuggets.com/2019/06/whole-data-science-world.html
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KDnuggets™ News 19:n21, Jun 5: Transitioning your Career to Data Science; 11 top Data Science, Machine Learning platforms; 7 Steps to Mastering Intermediate ML w. Python
The results of KDnuggets 20th Annual Software Poll; How to transition to a Data Science career; Mastering Intermediate Machine Learning with Python ; Understanding Natural Language Processing (NLP); Backprop as applied to LSTM, and much more.https://www.kdnuggets.com/2019/n21.html
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Top Stories, May 27 – Jun 2: A Step-by-Step Guide to Transitioning your Career to Data Science – Part 1; Python leads the 11 top Data Science, Machine Learning platforms: Trends and Analysis
Understanding Backpropagation as Applied to LSTM; How the Lottery Ticket Hypothesis is Challenging Everything we Knew About Training Neural Networks; AI in the Family: how to teach machine learning to your kidshttps://www.kdnuggets.com/2019/06/top-news-week-0527-0602.html
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A Step-by-Step Guide to Transitioning your Career to Data Science – Part 1">A Step-by-Step Guide to Transitioning your Career to Data Science – Part 1
If you are looking to transition your career to data science, don't immediately start learning Python or R. Instead, leverage the domain expertise you have accumulated over the years. Here's a foolproof guide on how to do that.https://www.kdnuggets.com/2019/05/guide-transitioning-career-data-science-part-1.html
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Python leads the 11 top Data Science, Machine Learning platforms: Trends and Analysis">Python leads the 11 top Data Science, Machine Learning platforms: Trends and Analysis
Python continues to lead the top Data Science platforms, but R and RapidMiner hold their share; Almost 50% have used Deep Learning tools; SQL is steady; Consolidation continues.https://www.kdnuggets.com/2019/05/poll-top-data-science-machine-learning-platforms.html
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7 Steps to Mastering SQL for Data Science — 2019 Edition">7 Steps to Mastering SQL for Data Science — 2019 Edition
Follow these updated 7 steps to go from SQL data science newbie to practitioner in a hurry. We consider only the necessary concepts and skills, and provide quality resources for each.https://www.kdnuggets.com/2019/05/7-steps-mastering-sql-data-science-2019-edition.html
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Data Science Poem
A poem about Data Science.https://www.kdnuggets.com/2019/05/data-science-poem.html
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[White Paper] Unlocking the Power of Data Science & Machine Learning with Python
This guide from ActiveState provides an executive overview of how you can implement Python for your team’s data science and machine learning initiatives.https://www.kdnuggets.com/2019/05/activestate-whitepaper-data-science-machine-learning-python.html
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2019 KDnuggets Poll: What software you used for Analytics, Data Mining, Data Science, Machine Learning projects in the past 12 months?">2019 KDnuggets Poll: What software you used for Analytics, Data Mining, Data Science, Machine Learning projects in the past 12 months?
Vote in KDnuggets 20th Annual Poll: What software you used for Analytics, Data Mining, Data Science, Machine Learning projects in the past 12 months? We will publish the anon data, results, and trends here.https://www.kdnuggets.com/2019/05/new-poll-software-analytics-data-science-machine-learning.html
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Best US/Canada Masters in Analytics, Business Analytics, Data Science
In the final part of this series, we provide an updated list of our comprehensive, unbiased survey of graduate programs in Data Science and Analytics from across the US and Canada.https://www.kdnuggets.com/2019/05/best-masters-data-science-analytics-us-canada.html
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Data Science vs. Decision Science
Data science and decision science are related but still separate fields, so at some points, it might be hard to compare them directly. We attempted to show our vision of the commonalities, differences, and specific features of data science and decision science.https://www.kdnuggets.com/2019/05/data-science-vs-decision-science.html
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The 3 Biggest Mistakes on Learning Data Science">The 3 Biggest Mistakes on Learning Data Science
Data science or whatever you want to call it is not just knowing some programming languages, math, statistics and have “domain knowledge” and here I show you why.https://www.kdnuggets.com/2019/05/biggest-mistakes-learning-data-science.html
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Learn About Data Science & the Future of Investing from Hedge Fund Leaders at Rev 2
Rev 2 features interactive sessions, Q&A with industry luminaries, poster sessions for interesting modeling techniques and accomplishments, and stimulating conversations about how to make data science an enterprise-grade capability.https://www.kdnuggets.com/2019/04/domino-data-science-hedge-fund-rev-2.html
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Interview Questions for Data Science – Three Case Interview Examples
Part two in this series of useful posts for aspiring data scientists focuses on case interviews and how you can best go about answering them.https://www.kdnuggets.com/2019/04/interview-questions-data-science.html
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Top Data Science and Machine Learning Methods Used in 2018, 2019">Top Data Science and Machine Learning Methods Used in 2018, 2019
Once again, the most used methods are Regression, Clustering, Visualization, Decision Trees/Rules, and Random Forests. The greatest relative increases this year are overwhelmingly Deep Learning techniques, while SVD, SVMs and Association Rules show the greatest decline.https://www.kdnuggets.com/2019/04/top-data-science-machine-learning-methods-2018-2019.html
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The most desired skill in data science">The most desired skill in data science
What is the biggest skill gap in data science according to hiring managers looking for hire recent graduates? Hint: it’s not coding.https://www.kdnuggets.com/2019/04/most-desired-skill-data-science.html
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Projects to Include in a Data Science Portfolio
“Don’t pick just random projects to work on and add it to your resume or portfolio. Solve a problem that relates to the companies that you’re interested in.”https://www.kdnuggets.com/2019/04/projects-include-data-science-portfolio.html
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2019 Best Masters in Data Science and Analytics – Online
We provide an updated comprehensive and objective survey of online Masters in Analytics and Data Science, including rankings, tuition, and duration of the education program.https://www.kdnuggets.com/2019/04/best-masters-data-science-analytics-online.html
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Was it Worth Studying a Data Science Masters?
As I started to apply for Data Science roles it quickly became apparent that I was lacking two key skills: applying Machine Learning and codinghttps://www.kdnuggets.com/2019/04/worth-studying-data-science-masters.html
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How To Go Into Data Science: Ultimate Q&A for Aspiring Data Scientists with Serious Guides">How To Go Into Data Science: Ultimate Q&A for Aspiring Data Scientists with Serious Guides
To learn ALL the skills sets in data science is next to impossible as the scope is way too wide. There’ll always be some skills (technical/non-technical) that data scientists don’t know or haven’t learned as different businesses require different skill sets.https://www.kdnuggets.com/2019/04/data-science-ultimate-questions-answers-aspiring-data-scientists.html
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2019 Best Masters in Data Science and Analytics – Europe Edition">2019 Best Masters in Data Science and Analytics – Europe Edition
We provide an updated list of our comprehensive, unbiased survey of graduate programs in Data Science and Analytics from across Europe.https://www.kdnuggets.com/2019/04/best-masters-data-science-analytics-europe.html
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Data Science with Optimus Part 2: Setting your DataOps Environment">Data Science with Optimus Part 2: Setting your DataOps Environment
Breaking down data science with Python, Spark and Optimus. Today: Data Operations for Data Science. Here we’ll learn to set-up Git, Travis CI and DVC for our project.https://www.kdnuggets.com/2019/04/data-science-with-optimus-part-2-setting-dataops-environment.html
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Data Science with Optimus Part 1: Intro
With Optimus you can clean your data, prepare it, analyze it, create profilers and plots, and perform machine learning and deep learning, all in a distributed fashion, because on the back-end we have Spark, TensorFlow, Sparkling Water and Keras. It’s super easy to use.https://www.kdnuggets.com/2019/04/data-science-with-optimus-part-1-intro.html
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S2DS, a 5-week data science bootcamp helping analytical PhDs transition from academia to industry
Introducing Europe’s largest data science training programme. Five weeks of intensive, project-based training turning exceptional analytical PhDs and MScs into Data Scientists.https://www.kdnuggets.com/2019/04/pivigo-s2ds-data-science-bootcamp.html
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Which Data Science / Machine Learning methods and algorithms did you use in 2018/2019 for a real-world application?
Which Data Science / Machine Learning methods and algorithms did you use in 2018/2019 for a real-world application? Take part in the latest KDnuggets survey and have your say.https://www.kdnuggets.com/2019/04/poll-data-science-machine-learning-methods-algorithms-use-2018-2019.html
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Another 10 Free Must-See Courses for Machine Learning and Data Science">Another 10 Free Must-See Courses for Machine Learning and Data Science
Check out another follow-up collection of free machine learning and data science courses to give you some spring study ideas.https://www.kdnuggets.com/2019/04/another-10-free-must-see-courses-machine-learning-data-science.html
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How to DIY Your Data Science Education
Some people find the path of formal education works well for them, but this may not work for everyone, in every situation. Here are eight ways that you can take a DIY approach to your data science education.https://www.kdnuggets.com/2019/04/diy-your-data-science-education.html
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Top 8 Data Science Use Cases in Gaming
The understanding of the data value for optimization and improvement of gaming makes specialists search for new ways to apply data science and its benefits in the gaming business. Therefore, various specific data science use cases appear. Here is our list of the most efficient and widely applied data science use cases in gaming.https://www.kdnuggets.com/2019/04/top-8-data-science-use-cases-gaming.html
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Top 8 Data Science Use Cases in Manufacturing
Data science is said to change the manufacturing industry dramatically. Let's take under consideration several data science use cases in manufacturing that have already become common and brought benefits to the manufacturers.https://www.kdnuggets.com/2019/03/top-8-data-science-use-cases-manufacturing.html
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19 Inspiring Women in AI, Big Data, Data Science, Machine Learning">19 Inspiring Women in AI, Big Data, Data Science, Machine Learning
For the 2019 international women's day, we profile a new set of 19 inspiring women who lead the field in AI, Big Data, Data Science, and Machine Learning fields.https://www.kdnuggets.com/2019/03/women-ai-big-data-science-machine-learning.html
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Another 10 Free Must-Read Books for Machine Learning and Data Science">Another 10 Free Must-Read Books for Machine Learning and Data Science
Here's a third set of 10 free books for machine learning and data science. Have a look to see if something catches your eye, and don't forget to check the previous installments for reading material while you're here.https://www.kdnuggets.com/2019/03/another-10-free-must-read-books-for-machine-learning-and-data-science.html
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On Building Effective Data Science Teams
We take a look at the qualities that make a successful data team in order to help business leaders and executives create better AI strategies.https://www.kdnuggets.com/2019/03/building-effective-data-science-teams.html
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Past AI, Analytics, Big Data, Data Mining, Data Science, and Machine Learning Meetings and Conferences
2021 AI, Analytics, Big Data, Data Science, and Machine Learning meetings 2020 AI, Analytics, Big Data, Data Science, and Machine Learning meetings 2019 AI, Analytics, Read more »https://www.kdnuggets.com/meetings/past.html
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Top 7 Data Science Use Cases in Travel
To satisfy all the needs of the growing number of consumers and process enormous data chunks, data science algorithms are vital. Let’s consider several of widespread and efficient data science use cases in the travel industry.https://www.kdnuggets.com/2019/02/top-7-data-science-use-cases-travel.html
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Python Data Science for Beginners">Python Data Science for Beginners
Python’s syntax is very clean and short in length. Python is open-source and a portable language which supports a large standard library. Buy why Python for data science? Read on to find out more.https://www.kdnuggets.com/2019/02/python-data-science-beginners.html
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Top 10 Data Science Use Cases in Telecom
In this article, we attempt to present the most relevant and efficient data science use cases in the field of telecommunication.https://www.kdnuggets.com/2019/02/top-10-data-science-use-cases-telecom.html
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Gainers, Losers, and Trends in Gartner 2019 Magic Quadrant for Data Science and Machine Learning Platforms">Gainers, Losers, and Trends in Gartner 2019 Magic Quadrant for Data Science and Machine Learning Platforms
We compare Gartner 2019 MQ for Data Science, Machine Learning Platforms to its previous versions and identify notable changes for leaders and challengers, including RapidMiner, KNIME, TIBCO, Alteryx, Dataiku, SAS, and MathWorks.https://www.kdnuggets.com/2019/02/gartner-2019-mq-data-science-machine-learning-changes.html
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Data Science For Our Mental Development
In this blog, I aim to generalize how AI can help us with mental development in the future as well as discuss some of the present-day solutions.https://www.kdnuggets.com/2019/02/data-science-mental-development.html
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How I used NLP (Spacy) to screen Data Science Resumes
A real life example of when using NLP can help filter down a list of candidates for a job opening, with full source code and methodology.https://www.kdnuggets.com/2019/02/nlp-spacy-data-science-resumes.html
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From Good to Great Data Science, Part 1: Correlations and Confidence
With the aid of some hospital data, part one describes how just a little inexperience in statistics could result in two common mistakes.https://www.kdnuggets.com/2019/02/good-great-data-science-correlations-confidence.html
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The Essential Data Science Venn Diagram">The Essential Data Science Venn Diagram
A deeper examination of the interdisciplinary interplay involved in data science, focusing on automation, validity and intuition.https://www.kdnuggets.com/2019/02/essential-data-science-venn-diagram.html
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Past 2019 Meetings / Conferences on AI, Analytics, Big Data, Data Science, and Machine Learning
Past | 2019 Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Read more »https://www.kdnuggets.com/meetings/past-meetings-2019.html
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Events on Data Science, Machine Learning, AI & Analytics
Jun • Jul • Aug • Sep • Oct • Nov • Q4 To add a free short entry here for an event related to AI, Big Data, Data Science, Read more »https://www.kdnuggets.com/meetings/index.html
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What Is Dimension Reduction In Data Science?
An extensive introduction into Dimension Reduction, including a look at some of the different techniques, linear discriminant analysis, principal component analysis, kernel principal component analysis, and more.https://www.kdnuggets.com/2019/01/dimension-reduction-data-science.html
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The Data Science Gold Rush: Top Jobs in Data Science and How to Secure Them
Because big data touches almost every industry across the board, those who aren’t already working in data and analytics will soon be utilizing the technology for its undeniable business benefits. Whichever way you slice it, the future of work is through data.https://www.kdnuggets.com/2019/01/top-jobs-data-science.html
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Data Science Project Flow for Startups
The aim of this post, then, is to present the characteristic project flow that I have identified in the working process of both my colleagues and myself in recent years. Hopefully, this can help both data scientists and the people working with them to structure data science projects in a way that reflects their uniqueness.https://www.kdnuggets.com/2019/01/data-science-project-flow-startups.html
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How AI and Data Science is Changing the Utilities Industry
Together, artificial intelligence (AI) and data science are causing positive developments for the utilities providers that choose to investigate these things. Here are some examples of technology at work.https://www.kdnuggets.com/2019/01/how-ai-data-science-changing-utilities-industry.html
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2018’s Top 7 R Packages for Data Science and AI
This is a list of the best packages that changed our lives this year, compiled from my weekly digests.https://www.kdnuggets.com/2019/01/vazquez-2018-top-7-r-packages.html
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Ontology and Data Science">Ontology and Data Science
In simple words, one can say that ontology is the study of what there is. But there is another part to that definition that will help us in the following sections, and that is ontology is usually also taken to encompass problems about the most general features and relations of the entities which do exist.https://www.kdnuggets.com/2019/01/ontology-data-science.html
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How to go from Zero to Employment in Data Science">How to go from Zero to Employment in Data Science
We propose the quickest and surest way to go from zero experience to landing a job, either in data science generally, or specifically in a new programming language or a new technology.https://www.kdnuggets.com/2019/01/from-zero-to-employment-data-science.html
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Top Active Blogs on AI, Analytics, Big Data, Data Science, Machine Learning – updated
Stay up-to-date with the latest technological advancements using our extensive list of active blogs; this is a list of 100 recently active blogs on Big Data, Data Science, Data Mining, Machine Learning, and Artificial intelligence.https://www.kdnuggets.com/2019/01/active-blogs-ai-analytics-data-science.html
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The SIAM Book Series on Data Science
SIAM is soliciting manuscripts for its new book series on the mathematical and computational foundations of data science.https://www.kdnuggets.com/2019/01/siam-book-series-data-science.html
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Webinars on Data Science, Machine Learning, AI & Analytics
Upcoming Webinars | On-Demand Webinars To add a free short entry here for a webinar related to AI, Big Data, Data Science, or Machine Learning, Read more »https://www.kdnuggets.com/webcasts/index.html
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A Guide to Decision Trees for Machine Learning and Data Science">A Guide to Decision Trees for Machine Learning and Data Science
What makes decision trees special in the realm of ML models is really their clarity of information representation. The “knowledge” learned by a decision tree through training is directly formulated into a hierarchical structure.https://www.kdnuggets.com/2018/12/guide-decision-trees-machine-learning-data-science.html
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10 More Must-See Free Courses for Machine Learning and Data Science">10 More Must-See Free Courses for Machine Learning and Data Science
Have a look at this follow-up collection of free machine learning and data science courses to give you some winter study ideas.https://www.kdnuggets.com/2018/12/10-more-free-must-see-courses-machine-learning-data-science.html
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Top Python Libraries in 2018 in Data Science, Deep Learning, Machine Learning">Top Python Libraries in 2018 in Data Science, Deep Learning, Machine Learning
Here are the top 15 Python libraries across Data Science, Data Visualization. Deep Learning, and Machine Learning.https://www.kdnuggets.com/2018/12/top-python-libraries-2018.html
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How will automation tools change data science?
This article provides an overview of recent trends in machine learning and data science automation tools and addresses how those tools will change data science.https://www.kdnuggets.com/2018/12/automation-data-science.html
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Industry Predictions: AI, Machine Learning, Analytics & Data Science Main Developments in 2018 and Key Trends for 2019">Industry Predictions: AI, Machine Learning, Analytics & Data Science Main Developments in 2018 and Key Trends for 2019
This is a collection of data science, machine learning, analytics, and AI predictions for next year from a number of top industry organizations. See what the insiders feel is on the horizon for 2019!https://www.kdnuggets.com/2018/12/predictions-industry-2019.html
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Introduction to Statistics for Data Science">Introduction to Statistics for Data Science
This tutorial helps explain the central limit theorem, covering populations and samples, sampling distribution, intuition, and contains a useful video so you can continue your learning.https://www.kdnuggets.com/2018/12/introduction-statistics-data-science.html
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Top Stories of 2018: 9 Must-have skills you need to become a Data Scientist, updated; Python eats away at R: Top Software for Analytics, Data Science, Machine Learning
Also 5 Data Science Projects That Will Get You Hired in 2018; Top 20 Python AI and Machine Learning Open Source Projects; Neural network AI is simple. So... Stop pretending you are a genius.https://www.kdnuggets.com/2018/12/top-stories-2018.html
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Why You Shouldn’t be a Data Science Generalist">Why You Shouldn’t be a Data Science Generalist
But it’s hard to avoid becoming a generalist if you don’t know which common problem classes you could specialize in in the fist place. That’s why I put together a list of the five problem classes that are often lumped together under the “data science” heading.https://www.kdnuggets.com/2018/12/why-shouldnt-data-science-generalist.html
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Learning Machine Learning vs Learning Data Science">Learning Machine Learning vs Learning Data Science
We clarify some important and often-overlooked distinctions between Machine Learning and Data Science, covering education, scalable vs non-scalable jobs, career paths, and more.https://www.kdnuggets.com/2018/12/learning-machine-learning-data-science.html
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Common mistakes when carrying out machine learning and data science">Common mistakes when carrying out machine learning and data science
We examine typical mistakes in Data Science process, including wrong data visualization, incorrect processing of missing values, wrong transformation of categorical variables, and more. Learn what to avoid!https://www.kdnuggets.com/2018/12/common-mistakes-data-science.html
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How to build a data science project from scratch">How to build a data science project from scratch
A demonstration using an analysis of Berlin rental prices, covering how to extract data from the web and clean it, gaining deeper insights, engineering of features using external APIs, and more.https://www.kdnuggets.com/2018/12/build-data-science-project-from-scratch.html
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6 Step Plan to Starting Your Data Science Career
When people want to launch data science careers but haven't made the first move, they're in a scenario that's understandably daunting and full of uncertainty. Here are six steps to get started.https://www.kdnuggets.com/2018/12/6-step-plan-starting-data-science-career.html
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Data Science Projects Employers Want To See: How To Show A Business Impact">Data Science Projects Employers Want To See: How To Show A Business Impact
The best way to create better data science projects that employers want to see is to provide a business impact. This article highlights the process using customer churn prediction in R as a case-study.https://www.kdnuggets.com/2018/12/data-science-projects-business-impact.html
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AI, Data Science, Analytics Main Developments in 2018 and Key Trends for 2019">AI, Data Science, Analytics Main Developments in 2018 and Key Trends for 2019
Review of 2018 and Predictions for 2019 from our panel of experts, including Meta Brown, Tom Davenport, Carla Gentry, Bob E Hayes, Cassie Kozyrkov, Doug Laney, Bill Schmarzo, Kate Strachnyi, Ronald van Loon, Favio Vazquez, and Jen Underwood.https://www.kdnuggets.com/2018/12/predictions-data-science-analytics-2019.html
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Data Science Strategy Safari: Aligning Data Science Strategy to Org Strategy
The title of this post is derived by drawing inspiration from Mintzberg’s seminal work. In this post, I am attempting to take you on a safari through the data science strategy formulation process.https://www.kdnuggets.com/2018/11/data-science-strategy-safari-aligning-data-science-strategy.html
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Intro to Data Science for Managers">Intro to Data Science for Managers
This mindmap contains a condensed introduction to the key data science concepts and techniques that have revolutionized the business landscape and became essential for making beneficial data-driven decisionshttps://www.kdnuggets.com/2018/11/intro-data-science-managers.html
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Cartoon: Thanksgiving, Big Data, and Turkey Data Science.
A classic KDnuggets Thanksgiving cartoon examines the predicament of one group of fowl Data Scientists.https://www.kdnuggets.com/2018/11/cartoon-thanksgiving-turkey-data-science.html
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Anticipating the next move in data science – my interview with Thomson Reuters
Like chess, Big Data is a combination of science, art and play; Gregory Piatetsky-Shapiro of KDnuggets helps data devotees discover winning moves - my Thomson Reuters interview.https://www.kdnuggets.com/2018/11/gps-anticipating-next-move-data-science.html
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What is the Best Python IDE for Data Science?">What is the Best Python IDE for Data Science?
Before you start learning Python, choose the IDE that suits you the best. We examine many available tools, their pros and cons, and suggest how to choose the best Python IDE for you.https://www.kdnuggets.com/2018/11/best-python-ide-data-science.html
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Best Practices for Using Notebooks for Data Science
Are you interested in implementing notebooks for data science? Check out these 5 things to consider as you begin the process.https://www.kdnuggets.com/2018/11/best-practices-notebooks-data-science.html
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10 Free Must-See Courses for Machine Learning and Data Science">10 Free Must-See Courses for Machine Learning and Data Science
Check out a collection of free machine learning and data science courses to kick off your winter learning season.https://www.kdnuggets.com/2018/11/10-free-must-see-courses-machine-learning-data-science.html
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Data Science “Paint by the Numbers” with the Hypothesis Development Canvas
Now you are ready to take the next step from a Big Data MBA perspective by building off of the Business Model Canvas to flesh out the business use cases – or hypothesis – which is where we can become more effective at leveraging data and analytics to optimize our the business.https://www.kdnuggets.com/2018/11/data-science-paint-by-numbers-hypothesis-development-canvas.html
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How Data Science Is Improving Higher Education
Increasingly, colleges and universities, as well as governments, are using data science to improve the ways educational institutions do everything from recruiting to engaging with students to budgeting.https://www.kdnuggets.com/2018/11/data-science-improving-higher-education.html
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Graphs Are The Next Frontier In Data Science">Graphs Are The Next Frontier In Data Science
GraphConnect 2018, Neo4j’s bi-annual conference, was held in New York City in mid-September. Read about what happened, and why graphs are the next big thing in data science.https://www.kdnuggets.com/2018/10/graphs-next-frontier-data-science.html
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Applied Data Science: Solving a Predictive Maintenance Business Problem Part 3
In this post we will expand our analysis to multiple variables and then see how intuitions we develop during the exploration phase, can lead to generating new features for modelling.https://www.kdnuggets.com/2018/10/applied-data-science-solving-predictive-maintenance-business-problem-3.html
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How To Learn Data Science If You’re Broke">How To Learn Data Science If You’re Broke
A first-hand account on how to learn data science on a budget, with advice covering useful resources, a recommended curriculum, typical concepts, building a portfolio and more.https://www.kdnuggets.com/2018/10/learn-data-science-broke.html
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Understand Why ODSC is the Most Recommended Conference for Applied Data Science
Running 4 days, 40 training sessions, 50 workshops, and over 200 speakers, an ODSC conference offers unparalleled depth and breadth in deep learning, machine learning, and other data science topics. Save 20% offer ends tomorrow. Register now!https://www.kdnuggets.com/2018/10/odsc-understand-most-recommended-conference-applied-data-science.html
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5 Reasons Why You Should Use Cross-Validation in Your Data Science Projects
In cross-validation, we do more than one split. We can do 3, 5, 10 or any K number of splits. Those splits called Folds, and there are many strategies we can create these folds with.https://www.kdnuggets.com/2018/10/5-reasons-cross-validation-data-science-projects.html
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Diversity in Data Science: Overview and Strategy
We take a hard look at diversity within the tech industry, root causes, and potential solutions and highlight resources/initiatives that can connect readers with programs aiding their professional development.https://www.kdnuggets.com/2018/09/diversity-data-science.html
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A Winning Game Plan For Building Your Data Science Team">A Winning Game Plan For Building Your Data Science Team
We need to understand the responsibilities, capabilities, expectations and competencies of the Data Engineer, Data Scientist and Business Stakeholder.https://www.kdnuggets.com/2018/09/winning-game-plan-building-data-science-team.html
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Ethics + Data Science: opinion by DJ Patil, former US Chief Data Scientist
How much has data changed our lives over the past decade? Former US Chief Data Scientist DJ Patil investigates.https://www.kdnuggets.com/2018/09/ethics-data-science.html
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The Growing Participation of Women in the Data Science Community
We still have a long way to go before the gender representation becomes more equalized, but the field at large indicates hopeful trends about women working in the role or desiring to do so in the future.https://www.kdnuggets.com/2018/09/growing-participation-women-data-science-community.html
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Data Science Cheat Sheet">Data Science Cheat Sheet
Check out this new data science cheat sheet, a relatively broad undertaking at a novice depth of understanding, which concisely packs a wide array of diverse data science goodness into a 9 page treatment.https://www.kdnuggets.com/2018/09/meverick-lin-data-science-cheat-sheet.html
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What on earth is data science?
An overview and discussion around data science, covering the history behind the term, data mining, statistical inference, machine learning, data engineering and more.https://www.kdnuggets.com/2018/09/what-is-data-science.html
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5 Resources to Inspire Your Next Data Science Project">5 Resources to Inspire Your Next Data Science Project
In this post, my intention is provide some useful tips and resources to springboard you into your next data science project.https://www.kdnuggets.com/2018/09/5-resources-inspire-data-science-project.html
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Project Hydrogen, new initiative based on Apache Spark to support AI and Data Science
An introduction to Project Hydrogen: how it can assist machine learning and AI frameworks on Apache Spark and what distinguishes it from other open source projects.https://www.kdnuggets.com/2018/08/databricks-project-hydrogen-apache-spark.html
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Top 10 roles in AI and data science">Top 10 roles in AI and data science
When you think of the perfect data science team, are you imagining 10 copies of the same professor of computer science and statistics, hands delicately stained with whiteboard marker? We hope not!https://www.kdnuggets.com/2018/08/top-10-roles-ai-data-science.html
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Programming Best Practices For Data Science">Programming Best Practices For Data Science
In this post, I'll go over the two mindsets most people switch between when doing programming work specifically for data science: the prototype mindset and the production mindset.https://www.kdnuggets.com/2018/08/programming-best-practices-data-science.html
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Remote Data Science: How to Send R and Python Execution to SQL Server from Jupyter Notebooks
Did you know that you can execute R and Python code remotely in SQL Server from Jupyter Notebooks or any IDE? Machine Learning Services in SQL Server eliminates the need to move data around.https://www.kdnuggets.com/2018/07/r-python-execution-sql-server-jupyter.html
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Data Science For Business: 3 Reasons You Need To Learn The Expected Value Framework
This article highlights the importance of learning the expected value framework in data science, covering classification, maximization and testing.https://www.kdnuggets.com/2018/07/data-science-business-expected-value-framework.html
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How to Build a Data Science Portfolio">How to Build a Data Science Portfolio
This post will include links to where various data science professionals (data science managers, data scientists, social media icons, or some combination thereof) and others talk about what to have in a portfolio and how to get noticed.https://www.kdnuggets.com/2018/07/build-data-science-portfolio.html
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Cookiecutter Data Science: How to Organize Your Data Science Project">Cookiecutter Data Science: How to Organize Your Data Science Project
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.https://www.kdnuggets.com/2018/07/cookiecutter-data-science-organize-data-project.html
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Building A Data Science Product in 10 Days
At startups, you often have the chance to create products from scratch. In this article, the author will share how to quickly build valuable data science products, using his first project at Instacart as an example.https://www.kdnuggets.com/2018/07/building-data-science-product-10-days.html
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Math for Machine Learning: Open Doors to Data Science and Artificial Intelligence
This ebook explains the math involved and introduces you directly to the foundational topics in machine learning.https://www.kdnuggets.com/2018/07/rhan-math-machine-learning-ebook-course.html
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The 4 Levels of Data Usage in Data Science
This is an overview of the 4 levels, or "buckets," of data usage in business, starting at monitoring and progressing to automation.https://www.kdnuggets.com/2018/07/4-levels-data-usage-data-science.html
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Cartoon: How is Data Science Different From Religion?
This difference between Data Science and Religion is not what you expect ...https://www.kdnuggets.com/2018/07/cartoon-data-science-religion.html
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Automated Machine Learning vs Automated Data Science">Automated Machine Learning vs Automated Data Science
Just by adding the term "automated" in front of these 2 separate, distinct concepts does not somehow make them equivalent. Machine learning and data science are not the same thing.https://www.kdnuggets.com/2018/07/automated-machine-learning-vs-automated-data-science.html