Get updates on Eligibility, Admission, Placements Fees Structure
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
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
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)
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.
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.
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.
Python is mainly used in data science for its visualisation tools and graphics which make data easier-to-use and more accessible.
While SQL is a query language, Python is a programming language for general purposes.