Six Programming Languages for Data Scientists in 2020Posted by Niti Sharma on December 27th, 2019 Data science is a multi-disciplinary domain. What it means is, to be a good data scientist you have to be a jack of all trades—statistics, mathematics, computer science and more. Programming underlies all major tasks performed by data scientists – data collection, manipulation, analysis, visualization, etc. Therefore, a handful of programming languages are rudimentary to establish a strong base in data science. The gist of the tale is – become good at programming. The increasing demand and supply gap in the data science industry is another factor that calls for data scientists to become proficient in programming languages. Python – Python is the most popular language in the data science community. It’s an open-source and object-oriented language, which makes it easy to learn. Python’s large set of libraries specifically meant for data manipulation and analysis makes it a good choice for data scientists. Additionally, Python has a large community where data scientists and developers can get their queries resolved. Python has consistently remained the top language in the data science industry for the past few years, as per Stackoverflow’s annual reports.
2. R – After Python, R is the second-most widely used language for data science applications. It is a vector language that allows data scientists to perform iterative tasks without calling a function (as is the case with most object-oriented languages). Various packages available with the language make it a good fit for statistical modeling and analysis. With increasing popularity, R is finding applications in genetics, biology, pharmacy and more.
3. SQL – This is a primary language to extract data from relational databases. As a large portion of the industry still relies on large scale relational databases to store and manage data, it is imperative for data scientists to SQL inside out. Working Data Scientists frequently use SQL to retrieve data and wrangling. 4. Java – Java is still the go-to language for the development of enterprise-grade applications. Some Big Data software like Splunk, Flink, Hadoop, and Hive are built with Java. The language offers a set of libraries and tools for machine learning, deep learning, and data manipulation and analysis. ADAMS, for instance, offers data mining and machine learning capabilities, while DL4j is extensively used for machine learning in data science.
In addition to the above languages, C++ and MATLAB are also gaining popularity among Data Scientist for their simplicity and ease of use. Inevitably, as data science thrives new languages will be invented and keep coming to the fore. The conjecture is – data science professionals need to keep upskilling themselves to stay on top of their game with tutorials, online courses, and best data science certifications. Further, taking projects outside their scope of job role will increase exposure to new languages and thereby increase employability and job opportunities. About the AuthorNiti SharmaJoined: June 3rd, 2019 Articles Posted: 12 CryptoTab Browser - Easy way for Bitcoin Mining | CryptoTab Browser CryptoTab Browser is the world's first web browser with built-in mining features. Familiar Chrome user interface is perfectly combined with extremely fast mining speed. Mine and browse at the same time! Coin Farm - online farm with money withdrawal Coin Farm - online investment game with real money withdrawal. Buy birds, sell eggs for real money. Your passive income is here. Download The App - Celsius Buy, Earn & Borrow on the Blockchain. Celsius Network lets you buy coins, earn interest on your crypto and borrow against it. CryptoSlots: $1,000,000 Jackpot & Provably Fair Games Provably Fair games, exciting wins, huge bonuses. ★CryptoSlots★ is your crypto casino of choice. Sign up in seconds to start winning! MXC | Bitcoin Trading Platform-Bitcoin_Litecoin Real-time Price Quotes | MXC Exchange MXC Exchange is the world's leading digital asset platform. It provides real-time price quotations in multiple currencies such as BTC, LTC and ETH, and supports hundreds of digital assets trading and investment information. MXC Exchange is best choice Bitcoin Exchange | Cryptocurrency Exchange | Binance Binance cryptocurrency exchange - We operate the worlds biggest bitcoin exchange and altcoin crypto exchange in the world by volume |