Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
Python is an interpreted computer language used for high-level and general-purpose coding. Unlike other programming languages like HTML, CSS, and JavaScript that are mostly used for web development, Python is also used for software development. The Python for Machine Learning online course by the India Institute of Technology Kanpur intends to teach the essential elements of machine learning using the well-known programming language.
With regular assessment assignments, the IIT Kanpur Python for Machine Learning certification course has been curated with a practical approach. Candidates with fundamental knowledge of Maths and necessary logical skills will be fit for enrolment. Moreover, after the training, a final assessment exam will help you track your progress and determine whether you are eligible for the course certificate.
The curriculum places special emphasis on Numpy, Matplotlib and Seaborn, and Pandas. Furthermore, the Python for Machine Learning training provides students with 24*7 digital access to the learning content for a period of six weeks or until submitting the final MCQ test. Thus, learners can schedule their studies at their own time and acquire valuable skills.
The Highlights
- Certificate on completion
- Practical training
- Python language programming
- Online MCQ exam
- 24X7 access to course material
- Updated Quality content
- Regular assignments
- Final assessment
- Six-week access to entire training material (digital) 3157 3196
Programme Offerings
- 24x7 access
- Computer programming course
- Machine learning
- Coding with Python
- Updated quality content
- certificate on completion
- assignments
- Expert instructors
- Final Assessment
- practical approach
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT Kanpur |
The IIT Kanpur Python for Machine Learning program total course fee includes the tuition fee and added GST.
Python for Machine Learning course Fee Structure
Course | Total Fee |
Python for Machine Learning course | Rs 4,237 + GST |
Eligibility Criteria
To join the Python for Machine Learning online course, you must have the skills to perform necessary mathematical calculations and logical skills.
To qualify for the Python for Machine Learning certification, you must complete the curriculum and assignments in the program and sit through the final assessment test.
What you will learn
Upon completion of the Python for Machine Learning course by IIT Kanpur, students will acquire fluency in the following:
- Overview of NumPy and creation of Ndims arrays.
- Basic knowledge about arrays and their function in programming.
- Using Numpy for various numeric operations.
- Using Python to perform mathematical functions.
- Learning different elements of data structures, including series and DataFrame.
Admission Details
Follow these simple steps to be a part of the Python for Machine Learning online course:
Step 1: Open the course page for the program on the IIT Kanpur website using this link: https://ict.iitk.ac.in/product/python-for-machine-learning/
Step 2: Login or register on the website to create an account.
Step 3: Scroll down and locate the ‘Enroll and Pay’ option and proceed to check out the course.
Step 4: After paying the course fee, you can start learning.
Application Details
To enrol in Python for Machine Learning training, you must start an account on the IIT Kanpur website and log in. Register and create an account on the website if you are a first-time user by filling in details such as complete name, email address, gender, contact details, category, city, and pin code. Further, mention whether you are a student, faculty, or a professional; enter information about your academic institution and specialization. Lastly, attach a scanned photograph and a link to your social media profile and submit the form.
The Syllabus
- Some Mathematical functions
- Creating Ndims arrays
- What is the need for arrays?
- Numeric operations using NumPy
- Indexing and slicing
- Overview
- Time Series data
- Missing Data Pandas Overview
- Categorical Data
- Series and Data Frame operations
- Merging and Grouping Data
- Several other data operations through Pandas
- Reading data from different file formats
- Data Structures
- Series
- DataFrame
- Line plot, Scatter plot, bar plot
- BoxPlot, HeatMap
- Xlabel, Ylabel, Xticks, Yticks, title
- Overview
- Marker style, type, size
- Histogram
- Figure and Subplot
- Saving a Figure
Evaluation process
At the end of the program, you must take an online MCQ exam to earn the course certificate. To clear the training-and assessment, score a minimum of 60% in the exam.
IIT Kanpur Frequently Asked Questions (FAQ's)
The assignments will help you learn better and track your progress throughout the program.
No, you will have access to the material for up to six weeks or until the final exam submission.
The minimum qualifying score for the final assessment is 60%.
No, all classes, tutorials, and lectures will take place online and virtually.
You must have decent logical skills and basic mathematical skills to perform calculations.