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

Learn any topic from any subject in any way

Beginning of a great journey ahead

More Passionate Tutors joining everyday.

For Learners

For Tutors

For Partners