Finding time to learn a new skill can be difficult, especially when it comes to the competitive field of data science. However, with the rapid increase in the usage of mobiles, learning has been revolutionized by mobile apps. These apps not only add excitement to the learning process but also provide convenience for data science enthusiasts to learn and upskill themselves on the go. In this article, we will share some interesting mobile apps that can help data scientists learn, practice, and enhance their skills.
1. Data Science 101: Unlocking the World of Machine Learning Algorithms
Data Science 101, as the name suggests, is an educational app designed to help users learn machine learning algorithms. This app serves as a beginner’s guide for data science enthusiasts who want to learn and practice data science, as well as create their machine learning models. It provides a high-quality resource for studying the field and learning different ML algorithms such as linear regression, KNN, SVM, and more. Moreover, the app offers various data science projects along with the required codes, allowing users to develop their skills through practical application.
2. Elevate: Elevate Your Cognitive Skills and Analytical Abilities
Available on both iOS and Android, Elevate is a brain training mobile app designed to improve users’ cognitive skills, including focus, speaking abilities, processing speed, and math skills. With personalized training sessions that adapt to users’ past performance, Elevate is a valuable cognitive training tool for data scientists. By using this app, data scientists can enhance their communication and analytical skills, which are crucial in the field. Recognized as the ‘App of the Year’ by Apple, Elevate has gained popularity with over 25 million downloads. It offers a 14-day free trial and a free version for users to experience its benefits.
3. Lumosity: Boost Your Memory and Critical Thinking Skills
Lumosity, developed by Lumos Labs, is a popular game and brain training app available on iOS and Android. It aims to improve memory, increase focus, and test users’ brain sharpness. The app consists of fun and interactive puzzle games that can keep data scientists’ minds active and promote critical thinking to solve problems. It also helps in improving logical abilities and mathematical capabilities, which are essential for data scientists. Lumosity has received a high rating of 4.2 on the Google Play Store and successfully translates cognitive science into accessible brain training.
4. NeuroNation: Scientific Brain Training for Enhanced Intelligence
NeuroNation, awarded Google’s Best App Prize, is a scientific brain training app tailored to improve users’ brain activity. It offers 60 different sets of activities and exercises to enhance intelligence and logical thinking for data scientists. With features like games and exercises, NeuroNation allows users to challenge opponents and track their performance. Just 15 minutes of training with NeuroNation can provide a significant boost to users’ brains. Available on both iOS and Android, this app is highly recommended for data science enthusiasts looking to unlock their full potential.
5. Math Workout: Mastering Mathematics for Data Scientists
Mathematics plays a crucial role in the field of data science. Math Workout is a free Android app designed to help users improve their mathematical skills. This app offers math problems and brain training challenges inspired by the Kumon system. It assists users in becoming proficient in numerical calculations and builds psychological math skills. Apart from data science enthusiasts, Math Workout is also suitable for children to practice basic math and improve their speed and fluency. The app supports 10 languages, including Armenian, Chinese, Russian, and Hindi.
6. QPython: Learn Python on Your Mobile Device
Python has become the most popular programming language for data scientists. With the QPython app, users can learn Python directly from their mobile phones. This app, available for Android users, serves as a Python engine that provides essential features like a Python interpreter, runtime environment, editor, QPYI, and SL4A library. It is compatible with Python 2.7 and incorporates a valuable Python library. Additionally, users can execute codes and documents from QR codes, making learning Python more accessible than ever.
7. Basic Statistics: Simplifying Statistical Concepts
Having a basic understanding of statistics is crucial for data scientists to derive insights from large datasets. Basic Statistics is a user-friendly app available on both iOS and Android, offering simple explanations, quizzes, and examples to simplify complex statistical jargon and concepts. It helps data scientists boost their concepts on frequency distribution, data description, hypothesis testing, and more. This app is particularly useful for developers and data science beginners to solidify their statistical knowledge.
8. Probability Distributions: Computing Probabilities Made Easy
Similar to Basic Statistics, Probability Distributions app assists in computing probabilities, available on both iOS and Android platforms. This app is popular among data scientists, statistical students, and researchers alike. Developed by Dr. Matthew Bognar of the University of Iowa, Probability Distributions computes probabilities and quantiles for various distributions such as binomial, geometric, Poisson, negative binomial, hypergeometric, normal, t, chi-square, F, gamma, log-normal, and beta distributions.
9. Programming Hub: Your Coding Companion
Programming Hub is a free app available on iOS and Android platforms, serving as a valuable resource for data scientists with programming manuals for languages like Python, C, C++, C#, R programming, and more. With a collection of 5000 programs, this app makes programming interactive and enjoyable for users to learn new skills. Programming Hub has been developed in collaboration with Google experts and provides a perfect entry point into the complicated world of coding.
10. Learn Python: Master Python Programming
Similar to QPython, Learn Python is an app designed specifically to help data science enthusiasts learn Python on the go. Available exclusively on Android, this app covers basic tutorials and short lessons on Python, data types, control structures, functional programming, and more. The tutorials cater to both beginners and experienced data scientists, offering an opportunity to brush up their Python skills regularly.
If you’re a data science enthusiast looking to upskill yourself, these mobile apps provide an excellent opportunity to learn, practice, and enhance your skills conveniently. Make the most of these powerful resources and unlock your full potential as a data scientist.