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What is the future of data science? - Coggle Diagram
What is the future of data science?
Education on data sciences
A constantly evolving field
Learning Data sciences
Mathematics/Statistics
Mathematics and Statistics: Linear Algebra, Logistics Regression, Inferential statistics, Differential Calculus, Multivariate Calculus, Descriptive Statistics, Probability Theory, Bayesian Theorem, Graph Theory, Optimization theory, etc.
Computer Sciences
Computer Sciences: Programming languages such as Python, R, Matlab, Scala, C, C++. Perl JavaScript, Ruby, etc., Linux Operating System, Linux Shell Scripting, Databases like Mongo DB, MySQL, Cassandra, etc.
People skills needed
Communication skills
Business skills
Analytical Skills
Creativity
Leadership qualities
Team spirit
Problem-solving approach
Decision-making abilities
Innovative mindset
Adaptability to the new technologies
A constant learning attitude, etc
aspiring to be a data scientist
You need to love coding,
Numbers and patterns should intrigue you, and not make you anxious.
Algorithms should cheer you up, instead of numbing you down.
Companies
According to the Analytics Mag India, these are some of the top Indian companies that hire data scientists—
Service-based company— Fractal Analytics, Mu Sigma, Citi, HCL, Uber, Goldman Sachs, IBM, JPMorgan Chase, Accenture, KPMG, E&Y & Capgemini.
Product-based company— Amazon, Flipkart, Paytm, Haptik etc
SaaS-based company— Wingify, WebEngage, etc
Reading extensively
IIM SKILLS Blogs on Data Sciences
MIT News
Google News
Reddit
Medium
Stats and bots on Medium
Coursera
Udemy
Udacity
BigML