Q: How do I know if this AI course and ML course is for me?

This Post Graduate Program in AI and Machine Learning is for you if you are: - Data Scientist or Senior Data Analyst: If you are comfortable with data wrangling, have implemented statistical or machine learning models in the past, or have any prior experience as a working professional. You should also have some experience with R/Python/Scala. - Statistician: If you received formal education in statistics or mathematics or have any prior working experience. - Data Engineer/Big Data Engineer: If you have any prior experience in creating data pipelines/handling data warehouses and have created ETL procedures. In addition, you should be familiar with various frameworks and tools like Hadoop and Spark. - Software Developer: If you have prior experience creating and deploying software/apps, you are comfortable with object-oriented programming and know C/C++/Java/Python or a similar language.

Q: How will this course on artificial intelligence benefit me?

This PG Diploma in AI aims to make you industry-ready and ensure that the learning outcomes are successfully achieved. Moreover, prior experience is another factor that determines the value of the Post Graduate Programme in AI & ML. Data Scientist or Senior Data Analyst: The AI PG courses will familiarise you with the advancements in ML and AI. 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 Machine Learning role. Statistician/Mathematician: Apart from familiarising you with the advancements in AI and machine Learning, the PG Diploma in AI & ML will help you understand how to define a structured approach to solve a business problem and equip you with the right tools so that you can transition to a Machine Learning or Data Science role. Data Engineer/Big Data Engineer: The PG Diploma in Machine Learning and AI will set up a solid foundation in Statistics, Machine Learning, and AI, 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 Machine Learning or Data Science professional. Software Developer: Post graduation in AI and ML will help you create a strong foundation of Statistics, Machine 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 Machine Learning professional.

Q: What is this course on artificial intelligence and machine learning intended to do?

This Post Graduate Diploma in AI and ML intends to produce extremely well-rounded data scientists and AI professionals with deep knowledge of mathematics, expertise in relevant tools/languages, and an understanding of cutting-edge algorithms and applications. With Post Graduation in AI and ML , you can learn skills and tools that are relevant and highly applicable in the current industry as artificial intelligence learning and applicability is at its peak.

Q: What can I expect out of these courses in artificial intelligence and machine learning?

This program is considered among the top PG in Machine Learning programs and is designed for working professionals looking to pick up skills in advanced concepts like Reinforcement Learning, Graphical Models, NLP, and Deep Learning along with a solid foundation in Statistics. This Post Graduate Program in AI and Machine Learning demands consistent work and time commitment over the entire duration of 13 months. This is the reason why it is considered among the best PG program in AI and Machine Learning .

Q: What should I NOT expect from this programme?

This PG Diploma in AI and ML aims to develop professionals who can be absorbed into Senior Data Scientist and Machine Learning/AI roles. The PG Program in Artificial Intelligence and Machine Learning offered by IIIT Bangalore aims to facilitate the transition of professionals to the Machine Learning field.

Q: Is there any certification at the end of this artificial intelligence course and machine learning course?

Post completion of the PG Diploma in Machine Learning and Artificial Intelligence , the AI ML certification, which is an Executive Post Graduate Diploma in AI and ML , will be granted from IIIT Bangalore.

Q: What are the top in-demand skills to learn in Machine Learning?

This PG Diploma in AI and ML aims to impart industry-relevant skills such as Artificial Intelligence Courses, Tableau Courses, NLP Courses, and Deep Learning Courses. These are some of the top in-demand skills to learn in Machine Learning and Artificial Intelligence.

Q: Why should I enroll in any AI and ML course?

Enrolling in online AI and ML courses like the PG Program in Artificial Intelligence and Machine Learning offered by IIIT Bangalore can help establish a deep-down understanding of the domain. This can help in your career growth and give you a competitive edge.

Q: What type of learning should I expect?

This is one of the best PG Program in AI and Machine Learning , where the content will be a mix of lectures from industry leaders as well as world-class faculty. Additionally, the PG Diploma in Machine Learning and AI comprises some live lectures or hangout sessions dedicated to solving your academic queries and reinforcing learning. This PG Diploma in AI will make sure that the quality parameter of your learning remains high.

Question 1

How do I know if this AI course and ML course is for me?

Accepted Answer

This Post Graduate Program in AI and Machine Learning is for you if you are:

- Data Scientist or Senior Data Analyst: If you are comfortable with data wrangling, have implemented statistical or machine learning models in the past, or have any prior experience as a working professional. You should also have some experience with R/Python/Scala.

- Statistician: If you received formal education in statistics or mathematics or have any prior working experience.

- Data Engineer/Big Data Engineer: If you have any prior experience in creating data pipelines/handling data warehouses and have created ETL procedures. In addition, you should be familiar with various frameworks and tools like Hadoop and Spark.

- Software Developer: If you have prior experience creating and deploying software/apps, you are comfortable with object-oriented programming and know C/C++/Java/Python or a similar language.

Question 2

How will this course on artificial intelligence benefit me?

Accepted Answer

This PG Diploma in AIaims to make you industry-ready and ensure that the learning outcomes are successfully achieved. Moreover, prior experience is another factor that determines the value of the Post Graduate Programme in AI & ML.

Data Scientist or Senior Data Analyst: The AI PG courses will familiarise you with the advancements in ML and AI. 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 Machine Learning role.

Statistician/Mathematician: Apart from familiarising you with the advancements in AI and machine Learning, the PG Diploma in AI & ML will help you understand how to define a structured approach to solve a business problem and equip you with the right tools so that you can transition to a Machine Learning or Data Science role.

Data Engineer/Big Data Engineer: The PG Diploma in Machine Learning and AI will set up a solid foundation in Statistics, Machine Learning, and AI, 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 Machine Learning or Data Science professional.

Software Developer: Post graduation in AI and ML will help you create a strong foundation of Statistics, Machine 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 Machine Learning professional.

Question 3

What is this course on artificial intelligence and machine learning intended to do?

Accepted Answer

This Post Graduate Diploma in AI and ML intends to produce extremely well-rounded data scientists and AI professionals with deep knowledge of mathematics, expertise in relevant tools/languages, and an understanding of cutting-edge algorithms and applications. With Post Graduation in AI and ML, you can learn skills and tools that are relevant and highly applicable in the current industry as artificial intelligence learning and applicability is at its peak.

Question 4

What can I expect out of these courses in artificial intelligence and machine learning?

Accepted Answer

This program is considered among the top PG in Machine Learning programs and is designed for working professionals looking to pick up skills in advanced concepts like Reinforcement Learning, Graphical Models, NLP, and Deep Learning along with a solid foundation in Statistics. This Post Graduate Program in AI and Machine Learning demands consistent work and time commitment over the entire duration of 13 months. This is the reason why it is considered among the best PG program in AI and Machine Learning.

Question 5

What should I NOT expect from this programme?

Accepted Answer

This PG Diploma in AI and ML aims to develop professionals who can be absorbed into Senior Data Scientist and Machine Learning/AI roles. The PG Program in Artificial Intelligence and Machine Learning offered by IIIT Bangalore aims to facilitate the transition of professionals to the Machine Learning field.

Question 6

Is there any certification at the end of this artificial intelligence course and machine learning course?

Accepted Answer

Post completion of the PG Diploma in Machine Learning and Artificial Intelligence, the AI ML certification, which is an Executive Post Graduate Diploma in AI and ML, will be granted from IIIT Bangalore.

Question 7

What are the top in-demand skills to learn in Machine Learning?

Accepted Answer

This PG Diploma in AI and ML aims to impart industry-relevant skills such as Artificial Intelligence Courses, Tableau Courses, NLP Courses, and Deep Learning Courses. These are some of the top in-demand skills to learn in Machine Learning and Artificial Intelligence.

Question 8

Why should I enroll in any AI and ML course?

Accepted Answer

Enrolling in online AI and ML courses like the PG Program in Artificial Intelligence and Machine Learning offered by IIIT Bangalore can help establish a deep-down understanding of the domain. This can help in your career growth and give you a competitive edge.

Question 9

What type of learning should I expect?

Accepted Answer

This is one of the best PG Program in AI and Machine Learning, where the content will be a mix of lectures from industry leaders as well as world-class faculty. Additionally, the PG Diploma in Machine Learning and AI comprises some live lectures or hangout sessions dedicated to solving your academic queries and reinforcing learning. This PG Diploma in AI will make sure that the quality parameter of your learning remains high.

Question 10

Is there any deferral or refund policy for this programme?

Accepted Answer

Refund Policy: (Programmes with prep-session component)

You can claim a refund for the amount paid towards the Post Graduate Program in AI and Machine Learning at any time, before the Program Start Date, by visiting [www.upgrad.com](http://www.upgrad.com/) and submitting your refund form via the "My Application" section under your profile. You can request your Admissions Counselor to help you in applying and withdrawing for a refund by sending them an email with the reasons listed. The prep login will be activated immediately post-completion of the 'payment of the 1st block amount (caution money)' or on the 'Specified date' as communicated by upGrad. A processing fee of ₹10,000 will be levied in case a refund is claimed.

The student has to pay the full fee within 7 days of payment of the block amount or cohort start date, whichever is earlier; otherwise, the admission letter will be rescinded, and a processing fee of INR 10,000 will be levied.

Once the student pays the block amount, "any" refund shall be subject to a deduction of INR 10,000 processing charges.

Any taxes paid by the student shall not be refundable, and the amount to be withheld will be higher than taxes paid or INR 10,000 processing fees.

There shall be no refund applicable once the PG Diploma in Machine Learning and Artificial Intelligence has started. This is applicable even for those students who could not complete their payment and could not be enrolled in the batch opted for. However, the student can avail of pre-deferral as per the policy defined below for the same.

Refund shall be processed to an eligible student within 30 working days from the date of receipt of the refund form from him/her in this regard.

Refund shall be subject to a deduction of INR 10,000 processing charges or the GST paid, whichever is higher, as mentioned above.

1st Deferral (pre or post-program commencement) is free for all enrolled students with the following conditions: The Executive Post Graduate Diploma in AI and ML learners should complete the course in a maximum duration of 3 years from the initial batch start date.

The Advanced Certificate Program learners should complete the course in a maximum duration of 2 years from the initial batch start date.

2nd deferral will be charged as explained below.

2nd Deferral Policy: (Post Programme Commencement)

If a student is facing severe issues in dedicating time to the course, we provide the opportunity for the student to defer to another batch.

A student can request for deferral only once and from the batch start date of the initial batch the student enrolled for.

The student will be required to pay a deferral fee of 10% of the total course amount fee + Taxes, if any, along with the differential program fees between the two cohorts.

The deferral request will be approved once the deferral fee is paid.

Till this is completed, the student will be assumed to be continuing in the same cohort.

The student has 7 days (including holidays and weekends) from the date of the deferral request to make the payment of the deferral fee, post which the deferral request will expire, and the student will continue as part of the current cohort.

If the student completes the deferral payment, the student's login will be disabled, the student will leave the deferred cohort, and the student will start learning in the new cohort from the point of the last assignment that was graded in the deferred cohort. All grades and progress until that point will be carried forward as it is to the new cohort. For clarification, the grades of the graded assignments will be carried forward, whether or not the student had submitted these grades during the initial stage.

The deferral can only be requested during the batch for which the student has enrolled is ongoing. Once the batch has been completed, deferral requests shall not be entertained. For clarification, the batch completion here shall mean the "last grace deadline", as communicated by upGrad.,

2nd Deferral Policy: (Pre Programme Commencement)

If a student, due to unavoidable circumstances, is unable to commence with the cohort and requests for a deferral before the cohort starts, we provide the opportunity for the student to defer to another cohort.

To do so, the student will be required to pay 50% of the total Programme fee amount (inclusive of taxes) before the deferral can be approved. Till this is completed, the student will be assumed to be continuing in the same cohort.

A student can request for deferral to any of the cohorts starting in the next 3 months from the start date of the initial batch in which the student was originally enrolled. For the first deferral request, subject to point no. 2 of the Pre-Programme Deferral Policy, no additional charges shall be levied.

If a student wants to defer his enrolment a second time, such a student will have to make an additional payment of Rs.10,000 as a Deferral fee, and this amount shall be non-refundable under any circumstances. Once this payment is done, students will be eligible to defer to any of the cohorts starting in the next 3 months from the current cohort.

The student has time till the current cohort launch date to make the payment of the balance 50% Programme fee, post which the deferral request will expire. Once the deferral window expires and if such a student wants to withdraw his or her enrolment from the said Programme, the refund policy will be applicable.

The student shall be liable to pay the differential Programme fees between the two cohorts if any.

Question 11

Which banks allow using 0% Credit card EMI or Credit card EMI?

Accepted Answer

No-cost EMI is available on credit cards from all major banks (American Express, Bank of Baroda, HDFC Bank, ICICI Bank, IndusInd Bank, Kotak Mahindra Bank, RBL Bank, Standard Chartered, Axis Bank, Yes Bank and State Bank of India)

Question 12

Is there any minimum transaction limit?

Accepted Answer

Yes. INR 50,000 is the minimum.

Question 13

Does Standard Chartered Bank offer 18 or 24 months No Cost EMI?

Accepted Answer

No. ONLY 12 months is available, irrespective of the Program enrolled.

Question 14

Will I have to pay extra for an EMI transaction?

Accepted Answer

If you avail of 0% credit card EMI, upGrad will not charge any processing fees or down payment for these transactions. Your bank may levy GST or other taxes on the interest component of the EMI.

Question 15

Are there any fees or down payment?

Accepted Answer

Certain banks charge nominal processing fees between INR 99 - 500 on 0% Credit Card EMI transactions. If charged, it will be billed in the first repayment instalment.

Question 16

Can I use my International credit card for 0% credit EMI or Credit Card EMI?

Accepted Answer

Only the Indian bank credit cards can be used. But you can pay the amount using the credit card option in one shot/part payments, and later, you can convert it into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge processing fees or down payment for these transactions; this will be between you and your bank.

Question 17

Are there any charges if I opt for cancellation/refund from the course after paying the balance with no cost EMI?

Accepted Answer

Yes, there will be additional charges to the extent of interest paid by the upGrad to the bank. You will be refunded only the Principal amount, i.e. the amount deducted/blocked from your card. This deduction will be in addition to the amount in the refund policy shared with your offer letter.

Question 18

Can I Pay Using Multiple Credit Cards?

Accepted Answer

Multiple cards can be used to complete the payments using the Part payment option. Make sure to inform the learner that the minimum transaction is INR 50,000 to opt for 0% CC EMI, e.g., the amount to be paid is 1,50,000. I can pay using 2 Credit cards. Yes, Example :
HDFC Card – Part payment – INR 1,00,000
ICICI Card – Part payment – INR 50,000

Question 19

How can I opt for Credit card EMI if my bank is not listed in the 0% Credit card EMI or Credit card EMI?

Accepted Answer

You can pay the amount using the Credit card option in one shot/part payments, and later, you can convert it into EMI from your respective bank. The tenures and interest charged will depend on your bank. upGrad will not charge any processing fees or down payment for these transactions.

.

Question 20

Why is the entire amount blocked on my credit card?

Accepted Answer

Initially, your bank will block the entire amount from your available purchase limit, and in your next billing cycle, you will be charged the EMI amount. As you start paying your EMI, your credit limit will be released accordingly. For example, if you have paid INR 1,00,000 on a 6-month EMI and your credit limit is INR 2,00,000, your bank will initially block your credit limit by INR 1,00,000. After payment of your first month's EMI of INR 15,000, the blocked amount will come down to INR 85,000.

Question 21

Why is interest getting charged on No Cost EMI?

Accepted Answer

Your bank will charge you interest. However, this interest charge has been provided as an upfront discount at the time of your payment, effectively giving you the benefit of a No-cost EMI. The total amount paid to the bank during the entire EMI tenure will equal the amount paid to upGrad.

E.g. Amount payable to upGrad: INR 4,05,000
Let's say the Amount deducted at the time of the transaction is INR 3,79,850 (Principal amount). The bank charges 12-15% interest per annum on INR 3,79,850.
[Note: Interest factor is reducing rate and not Flat rate]
EMI AMOUNT = INR 33,750 x 12 = INR 4,05,000
Effectively, you have taken a loan of INR 3,79,850 instead of INR 4,05,000

Question 22

What is the selection process for this programme?

Accepted Answer

To enrol in the PG Diploma in Machine Learning and AI, YOU have to go through the below-mentioned process-

STEP-1: Online Eligibility Test

Fill out an application and take a 40-minute online test with 18 questions to assess your aptitude: 10 questions from mathematics, aptitude & reasoning & 8 questions from programming.

STEP-2: Review and Shortlisting of Suitable Candidates

Our faculty for PG in Artificial Intelligence will review all applications, considering your educational and professional background, and review the test scores where applicable. Following this, offer letters will be rolled out so you are assured a great peer group to learn and network with.

STEP-3: Enrollment for Access to Prep Content

Make a quick block payment with assistance from our loan partners where required, receive immediate access to the content and begin your upGrad journey

Question 23

What key components and focus areas are covered in a PG Diploma in Machine Learning program?

Accepted Answer

This 1-year PG Diploma in Machine Learning by IIIT Bangalore offers 360-degree expertise in Natural Language Processing (NLP), Deep Learning, Computer Vision, BERT, and more. You also learn in-demand Generative AI skills and tools like ChatGPT, Midjurney, GANs, and GNN. With a PG in Machine Learning, you can build real-world systems and take your career in ML to the next level.

Question 24

Can you provide insights into the specific curriculum and advantages of pursuing a PG Diploma in AI and ML?

Accepted Answer

This PG Diploma in AI and ML has over 600 hours of learning materials across advanced modules like NLP, MLOps, transformers, and GANs. In this post graduate program in AI and machine learning, you can implement generative AI using Dall-E and ChatGPT in machine learning projects.

The advantages of pursuing this PG Diploma in Machine Learning and Artificial Intelligence are accelerated career growth, higher salaries, leadership roles, global mobility, and opportunities to drive innovation.

Question 25

Tell me more about the differences between post-graduation in AI and ML and a specialised PG Diploma in the same field.

Accepted Answer

While a full Post graduation in AI and ML provides extensive theoretical knowledge covering statistics, algebra, programming, and cloud engineering, a PG Diploma in Machine Learning offers accelerated speciality training in applied areas like computer vision systems, predictive analytics, ChatGPT integration, etc. A post graduate diploma in AI and ML is shorter in duration and is especially beneficial for working professionals.

Question 26

What sets apart a post-graduate diploma in AI and ML from other postgraduate programs in the tech industry?

Accepted Answer

IIIT-B's PG Diploma in Machine Learning is created in collaboration with industry leaders, and its curriculum is co-designed with renowned tech firms. This helps you gain in-demand like GANs, NLP, etc., which align with current industry needs. Also, the PG in Artificial Intelligence program by IIIT-B focuses on working directly on AI systems rather than only theoretical concepts, which gives you an advantage. This is why it is the best PG program in AI and Machine Learning.

Question 27

How do admissions criteria and program structures vary among institutions offering a PG Diploma in AI?

Accepted Answer

Admissions criteria are quite similar - most colleges want 50%+ bachelor's scores in STEM fields for a PG Diploma in AI. However, program structure and specialisations differ - an IIIT Bangalore AI ML course covers more applied sub-domains, whereas others provide a more generalist curriculum. Program durations stretch up to 2 years for some colleges, while others offer accelerated models, like our 1-year PG Diploma in Machine Learning and Artificial Intelligence by IIIT-B.

Question 28

When does a new batch start?

Accepted Answer

New batch starts at the start of every month. However, you will start getting access to the preparatory content 7-14 days prior to the batch start date.

Question 29

How often do the Live sessions, Personalized Industry sessions, Doubt Resolution sessions and 1:1 TA connects get conducted?

Accepted Answer

All the live sessions and personalized industry sessions are conducted on weekends; whereas Doubt Resolution sessions and 1:1 TA connect predominantly happen on weekdays.

Post Graduate Programme in Machine Learning & AI (Executive)

Introduction to PGP in ML & AI from IIIT Bangalore

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