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
PG Certification in Machine Learning and Deep Learning by upGrad online course is a eight months course, which will introduce you to all the concepts of machine learning and deep learning. You will learn how to make a program using machine learning algorithms. Machine learning and deep learning concepts are required before you can start automating the process which was previously being done by your employees.
Get 240+ hours of online learning, one-on-one personalized mentorship, placement assistance, and much more. Working professionals can also opt for the course to learn the skills of Machine learning and deep learning from Upgrad. The combination of a best-in-class syllabus, personalised mentorship by industry experts help you master the concepts of Machine Learning and AI. The online certification from one of the prestigious colleges in India, IIIT Bangalore. Moreover, every student may get a golden chance to pay off the huge amount of fees in easy, and low installments.
The Highlights
- Online prestigious certification
- The course duration is 8 months
- 240+ Hours of Learning
- No Cost EMI
- 7 days student support
- IIIT Bangalore alumni
Programme Offerings
- dedicated mentorship
- placement assistance
- IIIT Bangalore certification
- Just-in-Time Interviews
- assessments
- AI Profile Builder
- Career Bootcamp
- Career Mentorship
- Coaching.
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIIT Bangalore |
The PG Certification in Machine Learning and Deep Learning fee is Rs. 1,50,000 with an EMI facility of 15,984 every month
PG Certification in Machine Learning and Deep Learning Fee Structure
Description | Amount in INR |
Course Fee | Rs. 1,50,000 |
Eligibility Criteria
Educational Qualification
- In particular, there are no eligibility criteria for PG Certification in Machine Learning and Deep Learning courses; all you need is a bachelor’s degree in any field.
- You need to obtain at least a 50% mark in your bachelor’s degree to enrol in this program successfully.
Work Experience
There is no minimum working experience required to get successful enrollment in this course.
Certification Qualification Details
- To get the certification after the completion of the course, you need to submit assignments for each module on time. You also need to work on one final project and complete its submission on time.
- Also, you need to devote at least 10-12 hours to this program to be able to finish it in time.
- If you manage to follow all these criteria, you will get the PG Certification in Machine Learning and Deep Learning by Upgrad.
What you will learn
- When you finish PG Certification in Machine Learning and Deep Learning syllabus, you will have a better understanding of the algorithms. Thus, it will help you better process the data sets and take out the vital information from them.
- Likewise, when you get to know the concepts of machine learning through PG Certification in Machine Learning and Deep Learning training, you will be able to decode the various patterns that data sets come with.
- Moreover, machine learning is still a new technology and has been used in a wide range of industries, from medical science to digital marketing. Every field can take advantage of machine learning. After you are done with this course, you can quickly get an excellent job in the IT sector and have a dream salary at the very start of your career.
- Machine learning is required for automation; after you get the certificate for the PG Certification in Machine Learning and Deep Learning from this course, you can automate the task using the programming language and machine learning algorithms.
Who it is for
- This course is for the students, professionals looking for a change in their current line in the field. Or anyone else who has a curiosity for deep learning and machine learning.
- This PG Certification in Machine Learning and Deep Learning is quite complex, and it talks about all the different concepts that you need to master deep learning and understand where it can be useful.
- The different job roles suited for this course are business analysts, data scientists, and data analysts.
Admission Details
Here is the PG Certification in Machine Learning and Deep Learning classes admission process:
Step 1: Follow the webiste URL: https://www.upgrad.com/machine-learning-deep-learning-pgc-iiitb/
Step 2: The candidates need to input their phone numbers, and then click on the ‘Start Application’ button.
Step 3: As the button is clicked the Upgrad’s process of application kicks off.
Step 4: If your application gets approved by the official, you need to provide the required documents and the experience letter of the information that you have provided in the first place in the application.
Step 5: The officials will check your documents, and you will be selected for joining the course. You will be given provisional admission.
Step 6: Final admission for this course will be provided after you have successfully submitted the first payment or installment of this course.
The Syllabus
- Introduction to Python
- Python for Data Science
- Data Visualisation in Python
- Data Analysis Using SQL
- Advanced SQL & Best Practices
- Data Analysis in Excel
- Analytics Problem Solving
- Math for Machine Learning
- Exploratory Data Analysis
- Cloud Essentials: Intro to Git and Github
- Inferential Statistics
- Hypothesis Testing
- Lending Club Case Study
- Linear Regression
- Linear Regression Assignment
- Logistic Regression
- Naive Bayes
- Model Selection
- Advanced Regression
- Advanced Regression Assignment
- Support Vector Machine (Optional)
- Tree Models
- Model Selection - Practical Considerations
- Boosting
- Unsupervised learning: Clustering
- Unsupervised Learning: Principal Component Analysis
- Telecom Churn Case Study
- Introduction to Neural Networks
- Convolutional Neural Networks -Industry Applications
- Convolutional Neural Networks - Assignment
- Recurrent Neural Networks
- Neural Networks Project - Gesture Recognition
Evaluation process
When you complete the PG Certification in Machine Learning and Deep Learning training in 6 months of time and can submit all the evaluation, assignments and projects in the given deadline, you will receive a certification of this course. There is no exam at the end of your 6 months of learning. Still, you need to perform well in the module evaluations and need to submit projects and assignments on time.