04:05

Dictionaries in python

04:32

list slicing python

03:23

Using Methods in Python

04:03

Lists in python

03:57

Built in Functions in Python

01:14

Functions Containing a Few Arguments

03:07

Conditional Statements and Functions

01:50

How to Use a Function within a Function

02:36

Defining a Function in Python Part II

03:50

How to Create a Function with a Parameter in Python

02:04

Defining a Function in Python

02:14

A Note on Boolean Values in Python

05:34

ELIF Statement in Python

02:40

The ELSE Statement in Python

03:05

IF Statement in Python

05:36

Logical and Identity Operators in Python

02:11

Comparison Operators in Python

01:45

Structuring with Indentation in Python

01:19

Indexing Elements in Python

00:50

Understanding Line Continuation in Python

01:26

Add Comments in python

01:34

The Double Equality Sign

03:24

Using Arithmetic Operators in Python

05:44

Python Strings

03:06

Numbers and Boolean Values in Python

04:53

Variables in Python

02:25

Python 2 vs Python 3

06:16

Prerequisites for Coding in the Jupyter Notebooks

03:16

Understanding Jupyter's Interface - the Notebook Dashboard

06:50

Installing Python and Jupyter

03:30

Why Jupyter

05:12

Why Python

05:05

Introduction to Programming

07:17

Practical Example Hypothesis Testing

04:27

Test for the mean Independent samples Part 2

04:22

Test for the mean Independent samples Part 1

05:18

Test for the Mean Dependent Samples

04:49

Test for the Mean Population Variance Unknown

04:12

p value

06:35

Test for the Mean Population Variance Known

04:15

Type I Error and Type II

07:06

Rejection Region and Significance Level

05:39

Null vs Alternative Hypothesis

10:05

Practical Example Inferential Statistics

01:28

Confidence intervals Two means Independent samples Part 3

03:58

Confidence intervals Two means Independent samples Part 2

04:32

Confidence intervals Two means Independent samples Part 1

06:05

Confidence intervals Two means Dependent samples

04:53

Margin of Error

04:39

Confidence Intervals; Population Variance Unknown; t score

03:23

Student's T Distribution

04:39

Confidence Interval Clarifications

08:01

Confidence Intervals; Population Variance Known z score

02:42

What are Confidence Intervals

04:39

How to Become a Data Scientist in 2024

03:08

Estimators and Estimates

04:09

How to Become a Data Analyst in 2024

01:25

Standard error

04:20

Central Limit Theorem

03:31

The Standard Normal Distribution