Is Math Required For Machine Learning latest 2023

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Data Science: An Exciting Career Option

Data Science is a multidisciplinary approach to gaining valuable insights from Big Data. This information helps an organization improve its operations and make efficient and intelligent decisions. It uses techniques such as machine learning, cluster analysis, data mining, visualization and uses the field of mathematics and statistics.

Why data science?

With each passing day, the amount of Big Data is increasing, giving rise to the requirement of managing and processing these Big Data and data science derives its importance from this requirement. With 2.5 quintillion bytes produced every day, the skill of organizing this set gives an added advantage. Companies like Google, Facebook, Microsoft are looking for experts, increasing job openings in the field. The influence of data science extends to all major industries like healthcare, finance, retail, chemicals, agriculture, media, etc.

Required Skills

The data scientist needs to master certain skills to excel in the field. These include R Programming, Python Coding, Hadoop Platform, Database/SQL Coding, Machine Learning. Besides these technical skills, Data Scientist needs some soft skills: analytical ability, exceptional communication skills, visualization and presentation skills, ability to work within a team, strategic sense, problem-solving skills .

Job titles offered by Data Science

Some distinguished job titles offered by data science are:

-Data Scientist

The role of a data scientist is to manipulate raw data using appropriate techniques. They should be familiar with the programming language of R, SAS, Python, SQL, MATLAB, Hive, Pig, Spark. Data scientists are skilled in distributed computing, predictive modeling, mathematics, and machine learning. Data Scientists are employed by Adobe, Google and Microsoft.

-Engineer

Their role is to develop, build, test and maintain architecture (such as databases and large-scale processing systems). Data engineers are proficient in database systems (SQL and NoSQL based), modeling and warehousing solutions. They are employed by Facebook, Amazon and Spotify.

-Architect

They create plans for a data management system to integrate, centralize, protect, and maintain data sources. They are proficient in data warehousing solutions, in-depth knowledge of database architecture, data modeling, system development, mining transformation. They are hired by VISA, Logitech.

-Administrator

They ensure that the database is available to all relevant users, that it functions correctly and that it is secure. They are skilled in data modeling and design, distributed computing, database systems (SQL and NoSQL based), security, and business knowledge. They are employed by Twitter, Reddit.

What does data science have to offer as a career?

Being the “sexiest job of the 21st century”, data science promises a brilliant career to its professionals. A Glassdoor report says Data Scientist leads the best job in America with a median salary of $116,000 and 1,736 job openings for Data Scientists. It offers a career full of accomplishments and admiration.

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