byGaganDeep
Updated on - 10 Aug, 2024
The Advanced Diploma in Machine Learning is a 8 months’ duration specialized course in which our aim is to provide skills to the students in machines learning concepts, methods and tools. The courses include supervised learning, unsupervised learning, neural networks, deep learning, computer vision, natural language processing, reinforcement learning and designing end-to-end machine learning systems.
The Advanced Diploma is also open to students with STEM or Non STEM backgrounds The structure and content of the course are designed to cater for both categories of students. The exemption for the entrance examinations include CAT, MAT, XAT, ATMA, CMAT, GMAT and GRE are only accepted. Math will be taken up to 12th grade and applicants are expected to have covered all the 12 grades in Math. Experience is not required but having relevant work experience will be excellent.
| Event | Details |
|---|---|
| Full Form | ADML (Advanced Diploma in Machine Learning) |
| Duration | 1-2 years |
| Course Level | Advanced Diploma |
| Eligibility | Graduation (in relevant field), Mathematics, Statistics, Programming |
| Top Colleges | IIT Delhi, IIT Mumbai, IIIT Hyderabad, BITS Pilani |
| Entrance Exam | GATE (Graduate Aptitude Test in Engineering), CAT |
1. Minimum of a Bachelor’s degree in any relevant field for example engineering, mathematics, statistics, computer science and any other equivalent qualification from a recognized university with pass of 50% or its equivalent.
2. Logical and analytical skills commensurate with the ability to grasp more advanced Machine Learning algorithms and methods.
3. Foundation: It is useful to have at least some prior experience with some programming language in order to apply machine learning models such as Python, R or Java.
4. Probability and statistics for understanding the dynamics of the algorithms; Calculus and Linear algebra for grasping the inner workings of the algorithms.
5. Previous experience using data analytics tools such as Python, Pandas, TensorFlow is helpful though not essential.
6. The desire to understand the concept of machine learning through the combination of some theory and practical work during the course.
| Job Title | Average Salary |
|---|---|
| Machine Learning Engineer | INR 6.5 LPA - INR 10 LPA |
| Data Scientist | INR 5.8 LPA - INR 9 LPA |
| Business Intelligence Analyst | INR 5.5 LPA - INR 8 LPA |
| Data Analyst | INR 5 LPA - INR 7 LPA |
| IT Consultant | INR 4.5 LPA - INR 6.5 LPA |
| Data Visualization Specialist | INR 4.0 LPA - INR 5.5 LPA |
| Machine Learning Research Scientist | INR 5.5 LPA - INR 8 LPA |
| Machine Learning Product Manager | INR 5 LPA - INR 7 LPA |
| Quantitative Analyst | INR 6 LPA - INR 9 LPA |
| Financial Analyst | INR 5.5 LPA - INR 8 LPA |