हिन्दी में

NumPy Array Manipulation Expert

Master arrays, master data — become the NumPy expert companies need!

4.4

Intermediate

Certificate of Completion

Complete this course and earn a verified certificate to showcase your achievement.

Verified & ShareableShare on LinkedIn, resume, or portfolio

QR Code VerificationEmployers can instantly verify online

Unique Certificate IDTamper-proof with unique serial number

Industry RecognisedAccepted by 500+ companies across India

This is to certify that

Your Name Here

has successfully completed

NumPy Array Manipulation Expert

4 Modules

Course Curriculum

4 Modules · 9 Chapters · 9 Topics · 61 Sub-topics

Introduction to NumPy

1 Topics

NumPy Fundamentals

5 Sub-topics

What is NumPy and Why Use It

Installing NumPy

Importing NumPy

NumPy vs Python Lists

Understanding ndarray Object

NumPy Array Fundamentals

1 Topics

Array Basics

6 Sub-topics

Creating 1D Arrays

Creating 2D Arrays

Creating 3D Arrays

Array Attributes - shape, size, ndim

Array Attributes - dtype and itemsize

Checking Array Type

Array Creation Methods

1 Topics

Array Creation Techniques

10 Sub-topics

Creating Arrays with np.array()

Creating Arrays with np.zeros()

Creating Arrays with np.ones()

Creating Arrays with np.empty()

Creating Arrays with np.full()

Creating Identity Matrices - np.eye() and np.identity()

Creating Arrays with np.arange()

Creating Arrays with np.linspace()

Creating Arrays with np.logspace()

Creating Arrays from Existing Data

Array Indexing and Slicing

1 Topics

Accessing Array Elements

9 Sub-topics

Basic Indexing in 1D Arrays

Basic Indexing in 2D Arrays

Basic Indexing in 3D Arrays

Negative Indexing

Slicing 1D Arrays

Slicing 2D Arrays - Rows and Columns

Slicing with Step Values

Slicing Multi-dimensional Arrays

Understanding Views vs Copies

Array Manipulation Part 1

1 Topics

Reshaping and Transforming Arrays

6 Sub-topics

Reshaping Arrays - reshape()

Flattening Arrays - flatten() and ravel()

Transposing Arrays

Swapping Axes

Adding Dimensions - np.newaxis

Squeezing Dimensions

Broadcasting

1 Topics

NumPy Broadcasting Mechanism

7 Sub-topics

Understanding Broadcasting Rules

Broadcasting with Scalars

Broadcasting 1D with 2D Arrays

Broadcasting Compatible Dimensions

Broadcasting Incompatible Arrays

Practical Broadcasting Examples

Broadcasting Best Practices

Array Manipulation Part 2

1 Topics

Combining and Splitting Arrays

6 Sub-topics

Concatenating Arrays - concatenate()

Stacking Arrays - vstack and hstack

Stacking Arrays - dstack and stack

Splitting Arrays - split, vsplit, hsplit

Repeating Arrays - repeat and tile

Inserting and Deleting Elements

Advanced Indexing Part 1

1 Topics

Boolean and Integer Indexing

6 Sub-topics

Boolean Indexing Basics

Boolean Masks with Conditions

Multiple Boolean Conditions

Integer Array Indexing

Fancy Indexing with 1D Arrays

Fancy Indexing with 2D Arrays

Advanced Indexing Part 2

1 Topics

Advanced Selection Techniques

6 Sub-topics

Using np.where()

Using np.select()

Using np.take() and np.put()

Using np.choose()

Index Arrays and Broadcasting

Advanced Indexing Performance

0.0

Course Rating

No reviews yet. Be the first to review this course!

Frequently Asked Questions

No FAQs for this course yet.

Preview this course

₹2,499 ₹3,749 33% OFF

Lifetime access to all materials

Certificate of completion

Available in multiple languages

Access on mobile & desktop

7-Day Money-Back Guarantee Not satisfied? Get a full refund within 7 days, no questions asked. Zero risk.

NumPy Array Manipulation Expert

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

NumPy Array Manipulation Expert

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Related Courses

NumPy Interview Preparation

Distribution Analysis with Seaborn

Pandas Time Series Analysis

Start Your Journey Today