Complete Data Analysis-Beginner to Pro

Learn to extract, clean, analyze, and visualize data with Python libraries in this Data Analysis course. Gain practical skills to manipulate datasets and uncover meaningful insights for real-world applications. Perfect for beginners!

Buy now

Course curriculum

1. Overview of Data Analysis
2. Who is a Data Analyst?
3. Types of Data Analysis
4. Role of Data Analysis in Business
5. Data Analysis in Various sector
6. Quiz1
1. Basics of Numpy
2. Why Arrays ?
3. Types of Array
4. Functions in Array
5. Functions for creations of Array
6. Functions for Mathematical Operations
7. Quiz
1. Pandas
2. Series
3. Dataframe
4. Pandas Function
5. Additional Characteristics of Pandas Function
6. Quiz
1. Intro to Dataset
2. Data cleaning
3. Data Analysis-Part 1
4. Data Analysis Part 2
1. Practice Handson Questions for Numpy and Pandas
2. Practice Handson Code for Numpy and Pandas
1. Get to Know Matplot
2. Matplotlib Functions
3. Quiz
1. Get to Know Seaborn
2. Seaborn Functions
3. Additional Characteristics of Seaborn Functions
4. Quiz
1. Getting Started with Data Analysis of Titanic Dataset
2. Data Visualization of Titanic Dataset
3. Data Visualization of Titanic Dataset- More Charts & Graphs
4. Data Visualization and Analysis of Titanic Dataset
5. HandsOn Examples Used in Lessons
6. HandsOn Examples Used in Lessons
1. Practice Handson Questions for Matplot and Seaborn
2. Practice Handson Code for Matplot and Seaborn
1. Get To Know Statistics -Mean, Median, Mode
2. Get To Know Statistics -Variance & Std. Deviation
3. Descriptive and Prescriptive Statistics
1. What is Hypothesis Testing
2. How to Perform Hypothesis Testing
3. How to Perform Hypothesis Testing- contd..
1. EDA Basics
2. How to Handle the Missing Values
3. Types of Outliers & Handling Outliers
4. Techniques for Handling Outliers
5. Exploring Correlation Between Variables
1. Intro to Google colab -What is it?
2. Generative AI using Google Colab
1. Download your Dataset
1. Capstone Overview
2. Capstone Analysis
3. Capstone Project Code

About this course

57 lessons
4.5 hours of video content
999 ₹

During Learning

Quiz - You will get this end of day in your course
Assessments - You will get this adhoc to revisit your learnings

After Learning

Certification
Value for money - accelerate your career growth

Our Recommendations

We recommend you to take these two courses in order to accelerate your career!

Build Your Online portfolio
Essential Business Communication Skills

Invest In Your Skills Today!

Buy now

FAQs

How can I ask a question related to the subject?

Post your questions in the community created for each course. You can discuss with your peers or Our Tech mentors will help you answer.
Who should I contact for payment or course-related queries?

Email- [email protected] for any payment or course-related questions.
How long is the course available?

The course is available for up to 6 months.
What is the course structure like?

It is time-bound and goal-oriented, designed to help you learn and start your career faster. For example- If the course is mentioned as "5 days- 45 min per day" then you may have to dedicate 45 min per day to complete this course in 5 days.

Complete Data Analysis-Beginner to Pro

Course curriculum

Intro to Data Analysis

Road Map of Numpy

Exploring Pandas

Intro to Dataset & Data Cleaning

Hands-on with Numpy and Pandas

Introduction to Matplotlib

Seaborn Exploration

Data Visualization using Matplotlib & Seaborn

Hands on Matplotlib and Seaborn

Fundamentals of Statistical Analysis

Hypothesis Testing & Probability

Introduction to Exploratory Data Analysis

Code Generation using Google Colab with Google Gemini: A GenAI Tool.