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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery	Frequency Of Classes
English		Video and Text Based	Weekends

Course Overview

The Certificate Program in Python for Data Science training is a comprehensive programme to help you familiarise and master the most important language for machine learning and data science– Python. The course curriculum features all the necessary lessons to help you understand the key concepts of Python, such as its basics, syntax, functions, data structures, linear algebra features, plotting, predictors, and many more.

The Certificate Program in Python for Data Science by Eruditus also focuses on preparing you to be an enhanced professional of the object-oriented language. Hence, the course will also help you understand and implement powerful packages of Python, such as Matplotlib, SciPy, Pandas, and more. These will help you get in-depth knowledge on how Python packages are used to manipulate data, create predictive and insightful models, and their applications in data science.

Moreover, the Python for Data Science Certificate Program also provides hands-on assignments where you will implement Python’s packages and tools to get real-time industry experience. Upon completion, you will be awarded the Python for Data Science certification, conducted by IIT Bombay.

The Highlights

A five-week course
In-person learning at IIT Bombay
Python fundamentals
Hands-on projects
Python applications
Working with Python packages
Programme completion certificate
Industry-expert mentors

Programme Offerings

In-person learning at IIT Bombay
industry-relevant projects
Hands-on Experience
industry-expert faculty members
completion certificate

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	IIT Bombay

The Certificate Program in Python for Data Science training fee can be paid in two instalments. You can pay the first one within a week of your selection, and the second instalments ten days before the start of the programme.

Certificate Program in Python for Data Science Fee Details

	Remarks	Instalment Amount
Instalment 1	Within 7 days of selection (50% of the Program Fee + GST)	INR 32,500 + GST
Instalment 2	10 days prior to the program start date (50% of the Program Fee + GST)	INR 32,500 + GST

Note: GST (currently @ 18%) will be charged extra on these components.

Eligibility Criteria

Education

To join the Certificate Program in Python for Data Science, candidates need to be graduates in any technology or science field. But exceptions are available for PG Diploma students with appropriate prior work experience based on a case-to-case regime.

Additionally, minimum graduation is required in – B.Tech / B.E./ B.Sc. IT/ MCA/ BCA/ M.E/ M.Tech/ M.Sc. IT/ IT Diploma/ Computer Science Diploma.

What you will learn

Knowledge of Python

After completing the Certificate Program in Python for Data Science by Eduritus, you will:-

Understand the fundamentals and key concepts that build the framework of Python.
Know and implement Pandas to rearrange and sort through data, run analyses, and use the outset to build DataFrames.
Use Matplotlib to visualise data and create stories with them.
Implement Pandas to scrutinise and import datasets, manipulate, and read data, etc.
Use SciPy to optimise and evaluate models.
Perform execution of mathematical operations on multiple datasets using NumPy.

Who it is for

EntrepreneurQuality Controller

The Eduritus Certificate Program in Python for Data Science course will be highly beneficial for anyone who wishes to explore and master Python to establish a career in data science. Moreover, the online course is the perfect fit for the following: -

Self-starters wanting to have a foothold in data science
Candidates with essential, prior work experience, who wish to switch to data science
Software professionals
Software Developers
QC analysts
Java Developers
Tech team leaders
Entrepreneurs wanting to harness data science and expand their businesses

The Syllabus

Introducing Python
Data Structures – a basic introduction
Control flow, loops, syntax, and various other constructs
Functions of Python

More on Python’s functions
Introducing SciPy
Introducing numerical computing with NumPy in Python
Basics of calculus
NumPy features
Features of linear algebra
Using Matplotlib for plotting

More on visualisation and plotting
Using Scikit for some practical examples
Predictors and classifiers in Scikit (SVM, Regression)
Introducing Scikit-learn to implement in machine learning

Introducing Pandas for data processing
Interacting with different sources of data (CSV files, web-based, Excel)
Using data frames in Pandas to write or read data

Exploring additional features of Python for analytics and data
Other applications- databases, web, GUI, and more
Object-oriented programming
Advanced topics
Functional programming

Instructors

IIT Bombay Frequently Asked Questions (FAQ's)

1: Can I use Python for data science?

Python can and is used widely for data science, as it offers access to a plethora of data science and data analysis libraries, which include Pandas, SciPy, Scikit, and NumPy.

2: Where can I study Python for Data Science?

Numerous online and offline institutions provide courses for Python in data science. However, the Certificate Program in Python for Data Science by Eruditus covers all the required lessons and skills to help you master Python and its numerous applications, through its varied and hands-on curriculum.

3: Is Python the most optimal language for data science?

Python, in general, is an efficient and dynamic programming language as it possesses several data science libraries. Most general programming courses begin with teaching Python, and now, it has become the go-to language for several machine learning workflows and ETLs.

4: What is Python’s use in data?

Python is mainly used in data science for its visualisation tools and graphics which make data easier-to-use and more accessible.

5: Are Python and SQL similar?

While SQL is a query language, Python is a programming language for general purposes.