10 Best Apps for Learning Data Science (A Detailed List!)


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This post may contain paid links to my personal recommendations that help to support the site!

Are you looking for the best smartphone app to squeeze in some data science lessons on the go? You’re thinking of having some really great data science learning content at the convenience of your smartphone? Then you’re at the right place! I’ve tried and tested several really useful apps myself and compiled them into a list based on my experience. Here’s the list!

10 Best Apps for Learning Data Science

  1. Basic Statistics
  2. QPython
  3. Probability Distributions
  4. Data Science 101
  5. DataCamp
  6. SoloLearn
  7. Enki
  8. Learn Data Science, Big Data and Data Analytics
  9. Coursera
  10. Brilliant

Now that you’ve seen what the top 10 apps are, you’re most likely curious about which of these are worth installing and what platforms are they available one. Not to worry, I’ll be guiding you through this list of app in detail below!

1. Basic Statistics

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About:

If you’re looking for a comprehensive but simple app, look no further because the Basic Statistics app will surely meet your statistical needs. This app provides a large library of accessible content on your fingertips! In fact, I would say that this app would be a great pocket reference when looking up specific statistics definitions and terms.

My Experience Using the App:

My first experience with the app was a great one, as I was able to take reference from the app regarding all my doubts on statistics. The main focus of the Basic Statistics app seemed to be acting as a handy pocket guide for quick information on statistics. There was also a wide selection of topics within the app, such as basic statistical definitions, data descriptions, counting techniques, probability and so on.

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In my experience with this app, I would say that it would be a great resource for beginners or students looking for a handy app to learn statistics. However, the user interface might be slightly plain and the depth of statistical concepts are insufficient for data scientist professionals.

Nonetheless, I believe that the Basic Statistics app is an excellent choice for beginners to data science as it would provide as a good, quick reference for fundamental statistics concepts. Students in high school or college who have statistics courses would also find this app useful when doing revision for tests.

Why Use This App:

  • Simple and straight to the point
  • Covers a wide variety of basic-level statistics
  • Great revision/learning tool for beginners to data science concepts

Google Play Store Rating: 4.0 stars (300+ Reviews)

Downloads: 100K+

Download:

You can download the Basic Statistics application on Google Play.

2. QPython

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If you’ve always wanted to try out being a pocket Python programmer, QPython is the perfect app for you! Developed by QPythonLab, the Qpython app is a Python engine for Android smartphone devices. It features some aspects commonly found in PCs such as an interpreter, a runtime environment, a script editor, QPYI and the SL4A library.

Intended for use by Python beginners who are just getting started with programming, the QPython app is a great mobile platform for you to begin your Python coding exercises.

Here’s a simple introduction video I found of the QPython app in action!

My Experience Using the App:

When I first found out that I could bring some of my data science projects with me on my phone, I was blown away. With QPython, I was able to work on my Python scripts and work on them even on my daily commutes. In addition, one neat feature that I loved was the built-in QR code reader that enabled me to transfer codes to my phone seamlessly. How amazing is that!

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If you’re worried about not having access to your favorite libraries such as matplotlib, or scipy, fret not! QPython even has a custom repository for prebuilt common packages that you love and use so often. Although programming app is limited from working on advanced machine learning or artificial intelligence (AI) models, this app would be the perfect one for new learners to Python. The flexibility of being able to try out your code while on your smartphone just makes it a much better experience for those who are new to programming in data science.

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Python is easily one of the most popular programming languages among data scientists and data analysts. The QPython app is a must-have for beginners who want to pick up Python programming for data science use later on.

Why Use This App:

  • It’s a wonderful Python engine all on your smartphone to code as you commute
  • Convenient QR Code reader systems to transfer code easily

Google Play Store Rating: 4.1 (4K+ Reviews)

Downloads: 500K+

Download Link:

You can download the QPython application on Google Play.

3. Probability Distributions

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About:

Probabilities are a crucial concept that all data science enthusiasts are familiar with. If you are looking for a mobile statistics tool for your learning, then the Probability Distributions app is for you.

The Probability Distributions app is able to compute probabilities and plot the respective probability mass function diagrams for a whole spectrum of distributions. Some of these include Poisson, Binomial, Hypergeometric and Geometric distributions.

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If you’re still not satisfied with that, there’s more! The app can also handle computations for probabilities and percentiles, as well as visualize them on a probability density function plot.

My Experience Using the App:

This is a really powerful app to use for learning statistics content. It offers such a useful range of statistical probability distributions that one would typically encounter when starting out in data science.

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I would imagine using this app for myself when I was first beginning to learn the concepts of probabilities and their respective plots. Being able to compute a plot for your reference during a statistics course or data science boot camp would make learning such abstract concepts much easier.

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Although this app requires a basic level of understanding of statistics, I’m confident that you’d be able to use this app as a learning aid sometime along your data science journey.

Why Use This App:

  • A useful range of statistical probability distributions
  • Being able to compute a plot for your reference during a statistics course or data science boot camp

Google Play Store Rating: 4.5 (1K Reviews)

Downloads: 100K

Download Link:

You can download the Probability Distributions application on Google Play.

4. Data Science 101

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About:

It’s all as the title says – Data Science 101. If you’re looking for an all-in-one mobile app for your smartphone that encompasses all the machine learning applications in data science, this is it. Developed by Successcrazzy, the Data Science 101 app focuses on education in machine learning algorithms.

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Intended for educational use across data science, the Data Science 101 app includes features that allow you to study machine learning algorithms, download Python code examples as well as their datasets, build machine learning models and visualize them all within the app.

My Experience Using the App:

I would say that this app truly lives up to its name of being Data Science 101. I was thoroughly impressed with the depth of content provided to me for being a free app. As someone who enjoys learning by doing instead of reading, the feature of downloading Python codes to try it for myself was great.

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Moreover, being a visual learner myself, having the function to view graphs and visualizations of common algorithms such as k-means clustering was very useful. If only I had known about this app much earlier when I first learned these concepts! Nonetheless, I could still find some topics that I was not familiar with, which proves that there is a substantial amount of content on the app.

Why Use This App:

  • Provides basic explanations of machine learning algorithms with good visualizations
  • Clean and easy-to-navigate interface
  • Useful beginner project ideas with accompanying code

Google Play Store Rating: 4.3 (701 Reviews)

Downloads: 100K+

Download Link:

You can download the Data Science 101 application on Google Play.

5. DataCamp

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About:

If you’ve ever done a quick search for courses in data science or data analytics, you must have stumbled upon DataCamp as a great source for online courses. Well then, you must be delighted to know that there’s a mobile version of the DataCamp courses all within a smartphone app for both Android and iOS.

This mobile app offers interactive coding courses that can help you grasp the fundamentals of coding and how to import, analyze, and visualize data all within your smartphone.

Here’s a video demonstration!

However, this app requires a premium subscription of the DataCamp Mobile plan at $60/year, which makes it $5 dollars a month. The subscription includes comprehensive courses in common data science languages such as Python, R and Structured Query Language (SQL).

My Experience Using the App:

Since this app is a premium one, I signed up for the 7-day free trial to give it a try. My first impression of the app was that it provides a similar feel and experience like those offered on my computer through their website. The courses were interactive and guided me through the coding exercises and concepts.

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With a focus on learning programming languages, I would say that the DataCamp app provided comprehensive courses that can help a beginner get started even while learning on the commute. There’s a feature that gives me instant feedback for my code, which is sure to be loved by beginners. The app even offers daily exercises to keep you motivated in your learning!

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Would I pay $5 a month for the DataCamp mobile subscription fee for access to these courses? Yes and No. That would depend on how often you would be using a mobile app for learning data science. If you are a power-user of your smartphone and you have long commutes on public transport, then yes this should be a great deal for you.

However, if you are looking for a full experience of learning data science and programming and would not have much time on your mobile, you are better off getting a non-mobile Yearly Subscription of DataCamp on their website at just $25/month. I would say that the $20 would be worth since the full data science coding experience is best learned through a computer.

Why Use This App:

  • Clean and polished experience
  • If you’re looking for a similar coding and learning DataCamp experience on mobile
  • Instant code feedback
  • Daily exercises for motivational learning

Google Play Store Rating: 4.6 (13K+ Reviews)

Downloads: 500K+

Download Link:

You can download the DataCamp application on Google Play or on iOS App Store.

6. SoloLearn

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About:

Chosen as Google Play’s Editor’s Choice, the SoloLearn app is one that you should not miss out on in your coding journey. This app offers one of the largest collections of FREE learning content for programming in data science. Some useful courses for data enthusiasts include free content on Python, R, SQL, Algorithms and Data Structures and Machine Learning.

Here’s a video introduction of SoloLearn to help you learn more!

https://youtu.be/Sh8QUXhfPHw

My Experience Using the App:

This was the very first app I had encountered among the others on this list. Through SoloLearn, I picked up many skills and techniques within Python as my first programming language. I can say that this app really helped me develop basic programming concepts that I still use in my data analysis today.

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I really loved the level system which helped motivate me to push myself to learn more during my public transport commutes in college. (You should know how boring public transport commutes can be).

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The SoloLearn app had clean and polished code editors within the courses, which helped integrate my application-based learning style SO much better. Moreover, these codes can be shared amongst other users to give comments and improve on their code as well.

•“SoloLearn aims to make it easier by breaking down programming concepts into quick, digestible daily lessons.”

Lifehacker

On some occasions where I was stuck on a certain Python programming problem, I could consult the help of other users on the help through the forums in the app.

Overall, my experience on the SoloLearn app was a great one that helped me kick-start my coding for data science. I would recommend it to any beginner too! Also, did I mention that it’s completely FREE?

Why Use This App:

  • Polished and comprehensive app – a wide variety of languages
  • Their level system motivates you to code more
  • Code editors within the app

Google Play Store Rating: 4.7 (488K+ Reviews)

Google Play Downloads: 10M+

iOS App Store Rating: 4.8

Download Link:

You can download the SoloLearn application on Google Play or on iOS App Store.

7. Enki

About:

Enki is another all-in-one app that covers a wide variety of topics, with some covering the areas of data science such as SQL, Data Science and Python. Meant for both non-technical beginners and developers of all levels, the Enki app supports your learning through interactive quizzes that help you learn and remember new concepts.

“Ever imagined yourself as a JavaScript whizz, or pulling no punches with Python? Want to get a handle on SQL, or let yourself loose with Linux? Then let Enki be your coding coach, setting you daily workouts that tackle the intricacies of coding languages in bite-sized steps.”

Apple’s App Store

Check out their website over here!

My Experience Using the App:

This app truly feels like a mentor in your pocket. Packed with courses on data science across a library of topics, you are sure to learn something from this app. As I browsed through the app, I was impressed by the detail of the content and clean UI of the interface.

One great feature that I think you’ll love is the interactive quizzes. By testing yourself with these quizzes, you’ll be able to strengthen your foundation of core concepts in programming. Having a good foundation would be useful for further coding work later in the data science journey.

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For a relatively new person to data science, I found the lesson material to be comprehensive and easy to absorb, considering that I was on my mobile (where I’m usually distracted by a whole lot of other things).

Why Use This App:

  • Clean UI interface
  • Interactive quizzes to keep you engaged and strengthen concepts
  • Lesson materials are comprehensive and easy to absorb

Google Play Store Rating: 4.6 (1K+ Reviews)

Google Play Downloads: 1M+

iOS App Store Rating: 4+

Download Link:

You can download the Enki application on Google Play or on iOS App Store.

8. Learn Data Science, Big Data and Data Analytics

About:

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This app offers fun and interactive learning exercises in a bite-sized volume. There are a numerous amount of code examples and comments all in this app. The app also provides shareable and verifiable certificates for completion of courses to mark your achievements.

My Experience Using the App:

Although the app might seem like it may stand out among the bigger brand names out there, what really surprised me about this app was its simple and intuitive user interface. The navigation was smooth and I enjoyed that very much (it’s quite important to me).

A big offering feature by this app is that the content is catered to all levels of learners – from beginners to pros in data science. I’m sure you would find a place to learn something in this app! However, do note that some features for advanced content would require a pro version.

In-app Products: $8.98 – $249.98 per item

Why Use This App:

  • Clean UI and user-friendly experience
  • Offers content across experience levels

Google Play Store Rating: 4.5 (176 Reviews)

Downloads: 10K+

Download Link:

You can download the application on Google Play.

9. Coursera

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About:

A well-known MOOC (Massive Open Online Course) site, Coursera is a huge provider of online courses at high-quality standards. Yes, they do have a mobile app version of their popular website on both Android and iOS. Within the Coursera app, there is a massive library of data science and data analytics-related courses of all experience levels. Courses are created and offered by learning institutes and colleges around the world.

My Experience Using the App:

Coursera has always been a trusted source of online course content for me, even beyond the field of data science. Because of how large the platform is, the are endless opportunities for learning on your mobile through video and lecture content.

Coursera is great for those looking for more recognition in their certificates. They offer accredited certificates from recognized colleges, which can be useful to put on a CV to supplement your data science experiences.

Also, if you are looking for premium content in the form of videos, Coursera would be perfect. They offer paid products per course of varying prices that ensure high-quality content. I even used this app for my learning when I took the Google Data Analytics Professional Certificate! Here’s a review I wrote on the certificate.

Why Use This App:

  • Recognition of completion certifications from colleges and universities
  • Large library of resource
  • Pay only for the course you need

Google Play Store Rating: 4.3 (117K Reviews)

Google Play Downloads: 10M+

iOS App Store Rating: 4.8

Download Link:

You can download the Coursera application on Google Play or on iOS App Store.

10. Brilliant

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Another online course platform for learning, Brilliant is an excellent app for learning math and science. Brilliant offers a wonderful selection of topics within the fields of math and science. Which is what data science is all about!

My Experience Using the App:

Through my experience interacting and playing around in the app, I can say that the UI is amazing and the user experience is a blast too. The idea of short quizzes based on concepts gets one hooked easily, making it easier for content to be retained.

Their main concept of learning is doing away with lecture-styled content and going for digestible, bite-sized content. These content are taught to you in a simple manner which can be understood quickly allowing more time for you to apply the knowledge on the quizzes.

I tried my hands on the Algorithms Fundamentals course to learn more about algorithms on the app and I’d say the learning experience was amazing! The course presented information in a friendly way where a beginner like me could grasp with ease.

Here’s a screenshot I took of the Algorithm Fundamentals course

Why Use This App:

  • Creative, bite-sized learning content
  • Sleek UI and good user experience
  • Wide variety of topics in math and science

Google Play Store Rating: 4.7 (67K Reviews)

Google Play Downloads: 1M+

iOS App Store Rating: 4.8

Download Link:

You can download the Brilliant application on Google Play or on iOS App Store.

Final Thoughts

Learning on your smartphone can be a real-time-saver when it comes to learning your data science concepts. With the right apps that I listed out above, you should be able to have a good selection of apps for your data science learning journey. Enjoy!

My Favorite Data Learning Resources:

Here are some of the learning resources I’ve personally found to be useful as a data analyst and I hope you find them useful too. These may contain affiliate links and I earn a commission from them if you use them. However, I’d honestly recommend them to my juniors, friends, or even my family!

Recommended Online Course Provider: I find Coursera online courses the most well-structured and comprehensive! You can get a Coursera Plus Membership to get started here.

Using my link, you’ll only pay $1 for your first month (Offer ends 4 December 2021). I’d recommend using this to just get started, with just a small cost, and if you find that it’s not for you, you can always cancel before the next month!

Learning Data Analytics: I really like the Google Data Analytics Professional Certificate program made by Google, because of its credibility and focus on the skills required as a data analyst. You’d get the first month off of the subscription using my link!

Learning Tableau: Tableau is my main data visualization tool for work. I recommend going for Data Visualization with Tableau for an online course and Practical Tableau by Ryan Sleeper.

Learning Python: I’d recommend Learning Python for Data Analysis and Visualization for an online course and Python for Data Analysis as a resource book.

Learning Power BI: Power BI is a great tool I use for my personal projects and analysis for its lower cost. Getting Started with Power BI Desktop is a great online course to start with and Beginning Microsoft Power BI is a good book to accompany your learning.

Learning R: The Data Science: Foundations using R Specialization online course is real solid one you should check out. For books, I’d recommend Learning R.

Learning SQL: A good started course is Introduction to SQL from Datacamp and for books, SQL: The Ultimate Beginners Guide: Learn SQL Today should be a useful resource while you learn.

Learning Data Visualization: I personally think that the Big Book of Dashboards is an excellent book for reference when designing your dashboards, especially on Tableau.

To see all of my most up-to-date recommendations, check out this resource I’ve put together for you here.

Austin

A budding data analyst with great interest in writing all things about data!

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