Title: What is Data Science?Skills needed to become successful Data scientist? (1)
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2What is Data Science?
- Data Science is a blend of various tools,
algorithms, and machine learning principles with
the goal to discover hidden patterns from the raw
data. - Data science is a "concept to unify statistics,
data analysis, machine learning and their related
methods" in order to "understand and analyze
actual phenomena" with data. It employs
techniques and theories drawn from many fields
within the context of mathematics, statistics,
information science, and computer science.
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3Who Can Learn Data Science?
- Good Knowledge and interest in (Technical
Skills)C, Data structure Algorithm,
Java,SQL.Data scientists live at the intersection
of coding, statistics, and critical thinking. - Probability Statistics background - you should
be comfortable with the basics, but also have a
solid understanding of statistical inference. - Coding background - data science involves a lot
of computational tools, so you should be very
comfortable with at least one language. I
recommend Python and R. - Calculus background - a lot of the stats and
linear algebra require calculus background. If
you're interested in deep learning, you should
also be comfortable with the chain rule and other
calc techniques.
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4About Data Science in IT Companies
- Data science is the most emerging field right
now. There is a Huge Demand in IT companies and
paying huge pay for Freshers Experienced
candidates. - Pay scale For Fresher's from 6,00,000 to 8,00,000
per year with experience it will be strongly
Influences Income For this job. - There will be many institutes which provides
training for data science. But Firstly i would
like to suggest to go basic with R for Data
science Book. - R for Data Science is one of the best book to get
started in data science then you can look after
to join in training institutes.
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5Skills needed to become successful Data Scientist?
- Critical Thinking
- Coding
- Math.
- Machine Learning, Deep Learning, AI
- Communication
- Risk analysis, process improvement, systems
engineering
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6What Exactly does a Data Scientist do?
- Data scientist is someone who knows how to
extract meaning from and interpret data, which
requires both tools and methods from statistics
and machine learning, as well as being human, she
spends a lot of time in the process of
collecting, cleaning, and munging data, because
data is never clean. - Data Science salary varies from 6 lakhs to 8
lakhs per annum and for experienced salary from
10 lakhs to 12 lakhs per annum. The high paying
skills associated with this job are Data Mining,
Data Warehouse, Machine Learning, Apache Hadoop
Python.
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