Advanced Certificate Programme in Machine Learning & Deep Learning
Future-proof your career with in-demand ML & Deep Learning skills. Get ahead with personalised mentorship from Industry experts, hands-on projects & 360 degree career support. Start your journey today at Rs. 3,037/month*
India's #1
Technical University (Private)
8 Months
Recommended 12 hrs/week
Feb 28, 2022
Start Date
EMI options
Starting at Rs. 3,037*
5 out of 6 Learners
Get Positive Career Growth
Program Overview
Key Highlights
Designed for Working Professionals
5+ Industry Projects, Case Studies & Assignments
Advanced Certificate from IIIT Bangalore
240+ Hours of Learning
No Cost EMI Options available
Career Mentorship Sessions(1:1)
Exclusive Job opportunities Portal
High Performance Coaching(1:1)
AI Powered Profile Builder
Just-in-Time Interviews
Industry Readiness Assessments
Personalised Industry Session
Top Subjects You Will Learn
Machine Learning, Deep Learning, Computer Vision, Cloud, Neural Networks
Minimum Eligibility
Bachelor’s/Master’s degrees in Computer Science/Engineering/Math/Statistics/ Economics/Science with a minimum of 50% marks in graduation. No work experience required.
Programming Languages and Tools Covered
Benefits with upGrad
- Pre-Program Preparatory Content
- Statistics and EDA
- Machine Learning I
- Machine Learning - II
- Deep Learning
- 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
- Logistic Regression
-
Module Selection
- Tools Covered
- 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
- Tools Covered
Introduction to Neural Networks
Convolutional Neural Networks -Industry Applications
Convolutional Neural Networks – Assignment
Recurrent Neural Networks
Neural Networks Project – Gesture Recognition
The upGrad Advantage
Strong hand-holding with dedicated support to help you master Data Science
Learning Support
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Career Assistance
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Practical Learning and Networking
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Industry Expert Guidance
- Interactive Live Sessions with leading industry experts covering curriculum + advanced topics
- Personalised Industry Session in small groups (of 10-12) with industry experts to augment program curriculum with customized industry based learning
Student Support
- Student support is available 7 days a week, 24*7.
- You can write to us via studentsupport@upgrad.com or for urgent queries use the ” Talk to Us” option on the learn platform.
Career Mentorship Sessions (1:1)
- Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome
High Performance Coaching (1:1)
- Get a dedicated career coach after the program to help track your career goals, coach you on your profile, and support you during your career transition journey
Networking & Learning Experience
- Live Discussion forum for peer to peer doubt resolution monitored by technical experts
- Peer to peer networking opportunities with a alumni pool of 10000+
- Lab walkthroughs of industry-driven projects
- Weekly real-time doubt clearing sessions
Industry Readiness Assessments
- Industry oriented tests which are prepared and validated by domain experts for continuous evaluation and improvement
Admission Process
Online Eligibility Test
Fill out an application and take a short 45 mins Online test with 8 questions.
Review & Shortlisting of Suitable Candidates
Our faculty will review all applications. Following this, a virtual interview will be conducted before offer letters will be rolled out so you are assured a great peer group to learn and network with.
Content
Make a quick block payment with assistance from our loan partners where required, receive immediate access to the prep content and begin your upGrad journey.
Programme Fee – Indian Residents
Rs. 99,000
Starting at Rs. 3,037/month*
Our Learners Work At
Top companies from all around the world have recruited upGrad alumni
Student Reviews
If you are really thinking about being specialized in this area, IIITB is one of the best places. This program will give you: 1. Deep theoretical understanding of AI and ML from experienced professors from IIIT Bangalore . 2. Theoretical approach will be applied to practical problems with Python programming on real time data led by Industry experts.
This program / specialization has helped me in both aspects of understanding real analysis of problems & applying it to my work on Network optimization and customer analytics. The course content and the professor (Dr Raghavan) has been really good & apt for learning in a great way.
I appreciate the platform upGrad has provided and how they have arranged modules and assignments. Modules are locked until you complete the previous one, so it feels like clearing a semester and going to the next one.
Frequently Asked Questions
How do I know if this programme is for me?
This programme is for you if you have:
Experience in areas of Data Analytics / Software Development / Cloud Management / Database Management / Machine Learning, etc.
Undergraduate student in disciplines such as engineering, Maths/Statistics.
How will this programme benefit me?
The programme will benefit you in different ways depending on your prior experience:
Data Scientist or Senior Data Analysts: The programme will familiarise you with advancements in Machine Learning and Artificial Intelligence. It will also help you understand the mathematics behind algorithms, and how you can modify them to suit your needs so that you can transition to a Senior Data Science or Deep Learning role.
Statistician/Mathematician: Apart from familiarising you with advancements in ML and AI, the programme will help you understand how to define a structured approach to solve a business problem, and equip you will the right tools so that you can transition to a Deep Learning or a Data Science role.
Data Engineer/Big Data Engineer: The programme will establish a solid foundation of statistics, Deep Learning, along with problem-solving skills so that you can solve enterprise-level problems. It will build upon your existing knowledge of various tools to make you a full-stack Deep Learning or Data Science professional.
Software Developers: The programme will help you create a strong foundation of statistics, deep learning, and business understanding. It will leverage your existing knowledge of programming and expand the technologies you are familiar with so that you can become a well-rounded Deep Learning professional.
What is this programme intended to do?
This programme intends to produce extremely well-rounded Data Scientists and AI professionals with deep knowledge of mathematics, expertise in relevant tools/languages and understanding of cutting-edge algorithms and applications.
What can I expect from this programme?
This programme is designed for working professionals looking to pick up skills in advanced concepts like Reinforcement Learning and Deep Learning, along with a solid foundation of Statistics. This programme demands consistent work and time commitment over the entire duration of 8 months.
What type of learning should I expect?
The content will be a mix of asynchronous lectures from industry leaders as well as globally-renowned faculty. Additionally, the program comprises some live lectures or Hangout sessions dedicated to solving your academic queries and reinforce learning.
Is there any certification at the end of the programme?
Post completion of the programme, a certificate of completion of the Advanced Certificate Programme in Machine Learning & Deep Learning would be granted from IIIT Bangalore.
For queries, feedback & assistance
upGrad Learner Support
Disclaimer:
upGrad is India’s largest online higher education company, as per monthly visit data and total visits data for the last 28 days received from similarweb, as on April 13, 2020. Deakin University CRICOS Provider Code 00113B.