Mathematics
Practical skills in Data Science - Math & More
DATA & SCIENCE : TAKE THE PLUNGE IN THE 21st CENTURY
Estimated Time
40 Hour(s)
Classroom Opens
Coming Soon
Level
intermediate


Description
A 40 HOURS RIGOROUS WEEKEND PROGRAM FOR THOSE WHO THINK BY THOSE WHO MATTER
Highlights
  • •Learn applications Permutations & Combinations in Data Science
  • •Understand Binomial theorem & Probability with applications
  • •Develop superior understanding of Binary system & Logic gates
  • •Gain insights into Calculus & Functions with applications on data
  • •Master the art of using Excel as the single most relevant tool
Takeaway
•Demonstrate real capability •Stand out on your application essays •Develop an algorithmic methodology of thinking •Get acquainted with the syntax and data structures of Python •The brightest will be offered an internship opportunity
What You Will Learn?
MASTER EXCEL
LINK DATA AND SCIENCE
problem-solving
1 Hour(s)
In-Class
DISCOVER APPLICATION OF DATA SCIENCE IN SCIENTIFIC PRINCIPLES
problem-solving
1.5 Hour(s)
In-Class
Explore automation & graphing
concept
1 Hour(s)
In-Class
Predict and simulate
concept
1.5 Hour(s)
In-Class
MASTER THE MATHEMATICS
Permutations and combinations
concept
2 Hour(s)
In-Class
The mathematics of functions
concept
2 Hour(s)
In-Class
The Calculus of functions
concept
2 Hour(s)
In-Class
The Science behind Chance
concept
2 Hour(s)
In-Class
The Bayes' theorem
concept
2 Hour(s)
In-Class
DATA SENSE AND STATISTICS
Describe your data
concept
2 Hour(s)
In-Class
The binomial
concept
2 Hour(s)
In-Class
Random variables
concept
2 Hour(s)
In-Class
The bell curve
concept
1 Hour(s)
In-Class
The almighty central limit theorem
concept
1 Hour(s)
In-Class
Hypothesis testing
concept
2 Hour(s)
In-Class
ALGORITHMS AND DATA SCIENCE
The 0’s and 1’s
concept
1 Hour(s)
In-Class
structure of data in a program
concept
1 Hour(s)
In-Class
Search, Sort and Merge algorithms
concept
1 Hour(s)
In-Class
Recursion and The Big O notation
concept
1 Hour(s)
In-Class
Installing Anaconda for Python
problem-solving
1 Hour(s)
In-Class
IMPLEMENT THE PROGRAM
Python basics
concept
1 Hour(s)
In-Class
Python Syntax and Functions
concept
1.5 Hour(s)
In-Class
Reading and Writing different file types in Python
concept
1.5 Hour(s)
In-Class
Essential Python libraries - Numpy and Pandas
concept
2 Hour(s)
In-Class
Essential Python operators and functions
concept
2 Hour(s)
In-Class
Regression and classification modelling in Python
concept
2 Hour(s)
In-Class
Language
english
Hours
40 Hour(s)
Level
intermediate
For who?
  • others

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