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Python Exercises

C++ Exercises

Java Exercises

C Exercises

Python

HTML/CSS

JavaScript

SQL

C Programming

C++

Java

DSA

Explore Projects
Get started with projects and learn to build real-world applications
Create a new project
Start from a blank playground and build anything you want
GUIDED PROJECTS
View all
Simple Dice RollerBeginner
Build this classic game piece by piece by solving interactive problems
Rock, Paper, Scissors GameBeginner
Build this classic game piece by piece by solving interactive problems
Classic Snake GameBeginner
Build a classic Snake game with increasing difficulty levels
Temperature ForecasterIntermediate
Create an app to display daily temperatures using real web API data
AI Projects with PromptsIntermediate
Create an AI project using prompts and learn how to build with AI
Expense TrackerBeginner
Track your expenses and manage your budget effectively
COMMUNITY PROJECTS
Wall of Inspiration
Monthly Challenge

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With this course, you will:

  • Learn the fundamentals of Python NumPy
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Course

Python Numpy for Data Science

Step into the world of Data Science by boosting your program's computational capabilities with this beginner-friendly NumPy course.

  • Level: Intermediate

  • Duration: 3 weeks

  • Type: Interactive

  • Language: English

  • Practice Problems: 20+

  • message-question

    Quizzes: 30+

Course Content

Chapter 1:

Introduction

1.1Introduction1.2Revise: Python Lists
Chapter 2:

Basics of NumPy

2.1NumPy Introduction2.2NumPy Arrays2.3Array Indexing2.4Array Slicing2.5Array Attributes
Chapter 3:

NumPy 1D Array Operations

3.1Mathematical Operations3.2Comparison/Logical Operations3.3Statistical Operations
Chapter 4:

Numpy in N Dimensions

4.1N-d Array Creation4.22D Array Attributes4.3Accessing & Modifying N-d Arrays
Chapter 5:

Advanced Concepts of NumPy

5.1NumPy Matrix5.2Array Operations5.3Broadcasting5.4Universal Functions and Vectorized Operations
Chapter 6:

Project

6.1Project : Student Record Analysis Using NumPy6.2What's Next?
Python Certification

CERTIFICATE OF COMPLETION

This is to certify that

Jane Doe

has successfully completed the course

Python Numpy for Data Science

Date of Issue:

Certification Code:

SIGNATURE

Founder, Chief Executive Officer

Programiz

Get Python certified

Get your skills verified with our certification.

Showcase your expertise on LinkedIn and stand out from the crowd. Impress your potential employers.

CERTIFICATE OF COMPLETION

This is to certify that

Jane Doe

has successfully completed the course

Python Numpy for Data Science

Date of Issue:

Certification Code:

SIGNATURE

Founder, Chief Executive Officer

Programiz

JOB OPPORTUNITYCOMING LATER THIS YEAR

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Upon completion of the learning path, you will receive job opportunities from top countries around the world.

Start this Course

This path is NOT for you if:

  1. You're not serious about building a career in tech.
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  3. You're looking for shortcuts instead of building real understanding.
  4. You expect results without practicing or experimenting.
  5. You're not ready to invest time and focus into your learning journey.

Learn Python by Doing

Build hands-on projects that mirror real developer challenges. Apply what you learn immediately — so you can learn by doing, not just watching.

Projects employers will love

Build Skills by Building Projects

Projects you will create:

Student Record Analysis

You will work on real-world data that involves recording and analyzing student data using NumPy.

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