$ 19.99

Lifetime access

Abdullahi Mohamud Osman

The course starts on TODAYNovember 23, 2024

Course will end on January 22, 2025

7 Weeks (8-10 hours per week)

Last update on November 20, 2024

Data Analysis Using Python

somX

somX is excited to introduce "Data Analysis Using Python," a comprehensive course designed for individuals looking to delve into the world of data analysis and harness the power of Python for practical, real-world applications.

Somali

Self Paced

Verified certificate

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

1. Python Programming Basics: Refresh your understanding of Python syntax, data types, and basic operations.

2. Data Manipulation with Pandas: Dive into the world of Pandas for data cleaning, manipulation, and preparation.

3. Statistical Analysis: Learn statistical methods for data analysis, including descriptive statistics and hypothesis testing.

4. Data Visualization: Master the art of visualizing data using libraries like Matplotlib and Seaborn to create insightful charts and graphs.

5. Real-world Data Projects: Work on practical projects involving real datasets to gain hands-on experience in tackling common data analysis challenges.

6. Introduction to Machine Learning: Get a basic understanding of machine learning techniques in data analysis.

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

67 Learners

1 Course