Data Manipulation in Python: Master Python, Numpy & Pandas

person icon Meta Brains

Data Manipulation in Python: Master Python, Numpy & Pandas

Learn Python, NumPy & Pandas for Data Science: Master essential data manipulation for data science in python

updated on icon Updated on Sep, 2023

language icon Language - English

person icon Meta Brains

architecture icon Development,Data Science,Python,Database Programming


30-days Money-Back Guarantee

Training 5 or more people ?

Get your team access to 19,000+ top Tutorialspoint courses anytime, anywhere.

Course Description

When it comes to being attractive, data scientists are already there. In a highly competitive job market, it is tough to keep them after they have been hired. People with a unique mix of scientific training, computer expertise, and analytical abilities are hard to find.

Like the Wall Street "quants" of the 1980s and 1990s, modern-day data scientists are expected to have a similar skill set. People with a background in physics and mathematics flocked to investment banks and hedge funds in those days because they could come up with novel algorithms and data methods.

That being said, data science is becoming one of the most well-suited occupations for success in the twenty-first century. It is computerized, programming-driven, and analytical in nature. Consequently, it comes as no surprise that the need for data scientists has been increasing in the employment market over the last several years.

The supply, on the other hand, has been quite restricted. It is challenging to get the knowledge and abilities required to be recruited as a data scientist.

Lots of resources for learning Python are available online. Because of this, students frequently get overwhelmed by Python's high learning curve.

It's a whole new ball game in here! Step-by-step instruction is the hallmark of this course. Throughout each subsequent lesson, we continue to build on what we've previously learned. Our goal is to equip you with all the tools and skills you need to master Python, Numpy & Pandas.

You'll walk away from each video with a fresh idea that you can put to use right away!

All skill levels are welcome in this course, and even if you have no prior programming or statistical experience, you will be able to succeed!

Who this course is for:

  • No previous skills or expertise is required. Only a drive to succeed!


What will you learn in this course:

  • Learn to use Pandas for Data Analysis

  • Learn to work with numerical data in Python

  • Learn statistics and math with Python

  • Learn how to code in Jupyter Notebook

  • Learn how to install packages in Python


What are the prerequisites for this course?

  • No prior data science knowledge required

  • No programming experience needed

Data Manipulation in Python: Master Python, Numpy & Pandas


Check out the detailed breakdown of what’s inside the course

Python Quick Refresher (Optional)
21 Lectures
  • play icon Welcome to the course! 00:36 00:36
  • play icon Introduction to Python 00:52 00:52
  • play icon Resources
  • play icon Setting up Python 02:24 02:24
  • play icon What is Jupyter? 00:59 00:59
  • play icon Anaconda Installation: Windows, Mac & Ubuntu 04:15 04:15
  • play icon How to implement Python in Jupyter? 00:44 00:44
  • play icon Managing Directories in Jupyter Notebook 02:48 02:48
  • play icon Input/Output 01:44 01:44
  • play icon Working with different datatypes 01:05 01:05
  • play icon Variables 01:50 01:50
  • play icon Arithmetic Operators 01:48 01:48
  • play icon Comparison Operators 00:43 00:43
  • play icon Logical Operators 03:05 03:05
  • play icon Conditional statements 02:20 02:20
  • play icon Loops 04:30 04:30
  • play icon Sequences: Lists 03:18 03:18
  • play icon Sequences: Dictionaries 02:48 02:48
  • play icon Sequences: Tuples 01:07 01:07
  • play icon Functions: Built-in Functions 00:26 00:26
  • play icon Functions: User-defined Functions 03:14 03:14
Essential Python Libraries for Data Science
7 Lectures
Fundamental NumPy Properties
5 Lectures
Mathematics for Data Science
15 Lectures
Python Pandas DataFrames & Series
22 Lectures
Data Cleaning
10 Lectures
Data Visualization using Python
12 Lectures
Exploratory Data Analysis
10 Lectures
Time Series in Python
5 Lectures

Instructor Details

Meta Brains

Meta Brains

Meta Brains is a professional training brand developed by a team of software developers and finance professionals who have a passion for Coding, Finance & Excel.

We bring together both professional and educational experiences to create world-class training programs accessible to everyone.

Currently, we're focused on the next great revolution in computing: The Metaverse. Our ultimate objective is to train the next generation of talent so we can code & build the metaverse together!

Course Certificate

User your certification to make a career change or to advance in your current career. Salaries are among the highest in the world.

sample Tutorialspoint certificate

Our students work
with the Best

Related Video Courses

View More

Annual Membership

Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses

Subscribe now
People having fun around a laptop

Online Certifications

Master prominent technologies at full length and become a valued certified professional.

Explore Now
People having fun around a laptop

Talk to us