$ 19.99

Lifetime accessThe course starts on **TODAY**November 14, 2024

Course will end on January 13, 2025

7 Weeks (8-10 hours per week)

Last update on May 31, 2024

# Data Analysis Using Python

### Data Analysis Using Python

# ABOUT THIS COURSE

somX is excited to introduce the "Data Analysis Using Python" course, a comprehensive program designed to equip learners with the essential skills needed to analyze, interpret, and visualize data usin

## What you'll learn

## Course content

### Workshop 1: Basics of Programming with Python

Lesson 1: Getting Started

1 lectures

Lesson 2: Basic Math Operations

1 lectures

Lesson 3: Data Types

1 lectures

Lesson 4: Variables

1 lectures

Quiz 1: Basics of Programming

1 lectures

### Workshop 2: Data Structures in Python

Lesson 1: Lists

1 lectures

Lesson 2: Tuples

1 lectures

Lesson 3: Strings

1 lectures

Lesson 4: Dictionaries

1 lectures

Lesson 5: Sets

1 lectures

Lesson 6: Numpy Arrays

1 lectures

Quiz 2: Data Structures in Python

1 lectures

### Workshop 3: Data Handling with Pandas

Lesson 1: Data Frames

1 lectures

Lesson 2: Reading Data

1 lectures

Lesson 3: Writing Data

1 lectures

Lesson 4: Exploring Data

1 lectures

Lesson 5: Cleaning Data

1 lectures

Quiz 3: Data Handling with Pandas

1 lectures

### Workshop 4: Data Manipulation and Preparation

Lesson 1: Working with Text Data

1 lectures

Lesson 2: Preparing Numeric Data

1 lectures

Lesson 3: Joining Data

1 lectures

Quiz 4: Data Manipulation and Preparation

1 lectures

### Workshop 5: Data Analysis Techniques

Lesson 1: Frequency Tables

1 lectures

Lesson 2: Data Visualization & Plotting

1 lectures

Lesson 3: Descriptive Statistics

1 lectures

Quiz 5: Data Analysis Techniques

1 lectures

### Workshop 6: Statistical Analysis and Machine Learning Basics

Lesson 1: Probability Distributions

1 lectures

Lesson 2: Confidence Interval

1 lectures

Lesson 3: Hypothesis Testing

1 lectures

Lesson 4: T-Tests

1 lectures

Lesson 5: Chi-Squared Tests

1 lectures

Lesson 6: ANOVA

1 lectures

Lesson 7: Linear Regression

1 lectures

Quiz 6: Statistical Analysis and Machine Learning Basics

1 lectures

### Capstone Project

Capstone project

2 lectures

## Instructors

#### Abdullahi Mohamud Osman

66 Learners