(NP2001S5): Data Analytics Basic: Numpy and Introduction to Pandas

Program Fee:


The beginning of the course will cover the PYTHON data structures: tuples, lists, dicts, and sets. With this, the students will be working with defining functions and using their own functions to analyse datasets. Later, students will work on how to import and manage multiple file types. This will help students to work with file systems in Jupyter platform.

Need help in selecting the right program? Talk to our counselor!

Sample certificate

Global Verified Certificate

Certified by ASDC, Automotive Skills Development Council & NEAT, AICTE, All India Council for Technical Education, Govt. of India

Collaborations & Certificate Accreditions


The Global Data Analytics Market has witnessed strong, continuous growth in the past few years and is projected to continue this same path. With the help of data analytics, organizations can now leverage data to extract valuable insights, which are used to create actionable decisions. In the past few years, data analytics has been broadly used to empower organizations to make the most profitable business choices. A recent market study shows that the Data Analytics Market is expected to grow at a CAGR of 30.08% from 2020 to 2023, which would equate to $77.6 billion. In 2019, the global analytics market was $49 billion worldwide, which is more than double the value four years ago. 

Source: Market Reports


PROGRAM Objective:

This program is the fifth step of the nano degree program on ‘Specialization in Data Analytics with PYTHON‘. With the ideal revision of the PYTHON concepts essential for data analytics, students will start working for numerical computing in PYTHON. One of the most important libraries to be able to understand data is the library Numpy, short for Numerical PYTHON. Understanding data in the form of arrays and accessing them and manipulating them will give students the necessary foundation to work with datasets. Numpy provides the expertise to understand the array-oriented semantics (pandas).


What are the learning outcomes?

  • Understand and revise the necessary concepts of PYTHON structures essential for data analytics.
  • Work with the concepts of tuple, list, dict and set over the jupyter platform.
  • Manage errors and work with functions.
  • Work with file systems to import and read files.
  • Understand and work with array objects: Numpy.
  • Perform essential functionalities over the array types.
  • Perform programming methodologies over the array data types.
  • Make the transition from Numpy to pandas library to analyse data.
  • Work with series and data frame.
  • Perform necessary operations over the data, using pandas and Numpy library function and perform data analytics!

What will you learn?

The full course is divided into modules, with each module targeting some essential set of aspects.

  • Module 1:

    • PYTHON Data Structures
      • Tuple
      • List
      • dict and set
    • Functions
      • Namespace and scope
      • Objects
      • Lambda Functions
    • Errors
    • Files System and types
  • Module 2:

    • Array object
    • Creating arrays
    • Arithmetic operations
    • Indexing and types
    • Essential operations
      • Slicing
      • Transpose
      • Axis swap
      • Sorting
      • Unique sets
    • Element wise
    • Programming with arrays
    • Common mathematical functions
    • Algebra system with array manipulation
  • Module 3: Let’s make things as we want!

    • Introduction
    • Series
    • Data frame
    • Indexing and rearranging
    • Deleting data values
    • Filtering datasets
    • Selecting and slicing with pandas
    • Interchangeability of series and data frames
    • Applying user-defined functions
    • Managing duplicates
    • Additional functions

What are the main highlights of the program?

  • Learn without a career break with online classes available 24*7.
  • One can access the course at their own pace, but with the investment of 3-5 hours/week, it can be finished within a month.
  • The program uses a Continuous Evaluation System that assesses the learners over convenient and regular intervals. Such a system provides timely and frequent feedback and helps busy working professionals stay on course with the program.
  • The education delivery method is a blend of classroom and experiential learning.

How to enrol?

  • Signup with your operational e-mail ID.
  • Select “(NP2001S5): Data Analytics Basic: Numpy and Introduction to Pandas“.
  • Select “Take the Course“.
  • Apply coupon code if applicable.
  • Fill the required fields on the form.
  • Select your preferred payment gateway.
  • Pay the total amount.
  • Select “Start Course” and gear up on skilling mode.

Who should apply?

The program is designed for students or professionals who are:

  • Having a Diploma, BE / B.Tech or equivalent in domains such as Automotive, Mechanical, EEE, ECE, Instrumentation, Mechatronics.
  • Designing enthusiasts (No academic qualification mandatory)
  • Working in industries such as Automotive, Auto component, Design, Manufacturing, etc.
  • Working in Functional areas such as R&D, Analysis, Maintenance, Projects, component design, etc.
  • Interested in pursuing further studies on the part-time or full-time basis in Design and Engineering Sector.

What are the technical requirements?

The program to give its best will need the following requirements:

  • Computer/ Laptop will provide you with the best experience, but this program is quite compatible with smartphones to make it feasible for students worldwide.
  • High-speed internet for crystal clear experience, but this program can also run without buffering with below-average connectivity for reaching out to students from suburban and rural areas.
  • A student should make their notes for future reference.
  • Applicant should have basic knowledge about high-school physics, maths, and chemistry.
  • A student should have a compatible computer for PYTHON, Pandas and Numpy software so that they can practice with the progress of the course.

[one_half first=]


COMPETENCY Certificate 

DIYguru will feel proud to awards the certificate of competency in ‘Data Analytics Basic: Numpy and Introduction to Pandas’ to only those aspirants who have 100% completed their online module.

DIYguru proficiency Certificate is highly valuable by industry giants namely Robert Bosch; Maruti Suzuki; Hyundai Motors, are the name of few, which is why DIYguru earned certificates are secured with a unique certificate ID. To check the validation of the certificate, check out the footer section of the home page.   

Certificate provided to you is an online certificate, which means there is no need to download, after completion of the course, aspirants are requested to check their profile to view their earned certificate. In case the certificate is not issued feel free to write us a, our team will help you out.




[one_half first=] 


Learners love DIYguru

Here’s what some of our 40,000+ satisfied learners have to say about studying with DIYguru Team.

"Very informative course, high quality in terms of quizzes and assignments, liked the project at the end of the course. Oh, and great support. Can recommend this one to my friends and colleaugues. Being the very first player in EV industry, DIYguru has been crucial to the EV ecosystem development in india"

"I have known DIYguru since 2013 when the first version Autosports india was launched and in last 6-8 years the platform has emerged as the leading maker's learning platform in india. Form me the team behind DIYguru has been the best support all through the journey after Bachelors till my master's"

"Some of the best customer service I've ever seen. Great platform for mechanical and electrical engineers to learn EV!"

"This is truly a 5 star experience for youngsters in india! keen to learn about EV Technology"

"The platform has helped me personally to build my career in renewable energy in Canada. Hope to see DIYguru in Canada soon. Five stars!"

"liked the course with wide range of calculations in EV, all tutors are very supportive."

"Automotive design with incredible knowledgebase in terms of support from Baja Tutor community of DIYguru is wonderful experience. Documentation on the web is also good. "

"Amazing content and great support from DIYguru community"

Featured In - Media Spotlight

Awards and Recognitions

Over 1.2 Million+ learners impacted worldwide

Learners from 170+ countries have grown in their career through our programs

Explore Programs  

Global Presence

Get in touch to learn more about how you can make the best of your talent

Spend less time worrying about job availability, and more time growing your knowledge. Join DIYguru Program today.

If you’re a current student, please get in touch through the DIYguru dashboard to ask about more details of this Program.

Please note, eligibility for this course is reserved to students who have done related projects and have relevant profiles matching with the pre-requisite of this course.

The DIYguru team hold the right to cancel your admisssion into the program without any explanation via email if found unsuitable and unfit.

Our 7-day money-back guarantee starts from the moment of signup and runs through the free week. Cancellations between days 7 and 30 will get a prorated refund.

Fees for the program is charged only when the admission is approved.

Book Your Free Session Now

Avail free Guidebook and Expert Mentorship in EV domain curated by Industry experts.

Register to continue..