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ECE to Data Analytics: Can I Make the Leap?

Dr Dipankar

Dr Dipankar Dutta  |1230 Answers  |Ask -

Tech Careers and Skill Development Expert - Answered on Sep 04, 2024

Dr Dipankar Dutta is an associate professor in the computer science and engineering department at the University Institute of Technology, the University of Burdwan, West Bengal.
He has 27 years of experience and his interests include AI, data science, machine learning, pattern recognition, deep learning and evolutionary computation.
Aside from his responsibilities at the college, he also delivers lectures and conducts webinars.
Dr Dipankar has published 25 papers in international journals, written book chapters, attended conferences, served as a board observer for WBJEE (West Bengal Joint Entrance Examination) exams and as a counsellor for engineering college admissions in West Bengal. He helps students choose the right college and stream for undergraduate, masters and PhD programmes.
A senior member of the Institute of Electrical and Electronics Engineers (SMIEEE), he holds a bachelor's degree in engineering from the Jalpaiguri Government Engineering College and a an MTech degree in computer technology from Jadavpur University.
He completed his PhD in engineering from IIEST, Shibpur (formerly BE College).... more
Siri Question by Siri on Sep 04, 2024Hindi
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I am a ECE student ,can i do MS in data analytics. What all things i need to know like coding languages and skills etc

Ans: Yes, you can do. You can learn Python and you should study subjects like DBMS, DM, ML etc.
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Sushil

Sushil Sukhwani  |594 Answers  |Ask -

Study Abroad Expert - Answered on Nov 02, 2023

Asked by Anonymous - Oct 01, 2023Hindi
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I am a ECE graduate, who wants to pursue MS in Data Science. I have no prior experience in data science except for a small part of data visualization in final year project. What all things do I need to keep in mind, while looking ahead to do masters in US?
Ans: Hello,

First and foremost, thank you for getting in touch with us. I am happy to know that you have earned a Bachelor’s in Electronics and Communication Engineering and wish to pursue an MS in Data Science in the USA. Although you possess no prior experience in the data science field, I would like to inform you that with a background in ECE, it is possible to pursue your Master's in the field of Data Science. However, you will need to take into account the following in order to be able to do so:

Firstly, conduct an extensive study on programs and universities in the USA that resonate with your passion as well as your professional ambitions in data science. To fill in the gap between your background in Electronics and Communication Engineering and as a prerequisite for a program in Data Science, I would recommend that you prepare and appear for required courses in programming (e.g., Python), statistics, and machine learning fundamentals. To showcase your interests and abilities, consider creating your own projects in data science. Also remember that displaying those projects in your portfolio can help make up for your limited experience in the field. Keep in mind that to secure admission, a number of universities in USA require students’ to appear for standardized tests viz., the GMAT or GRE. I would suggest that you look into the particular prerequisites for the programs you intend enrolling to. I also suggest that you draft a strong personal statement or statement of purpose (SOP) outlining how your background in Electronics and Communication Engineering is pertinent to the course you intend pursuing as well as your reasons for wanting to pursue Data Science. Robust endorsement letters from employers and professors who can attest to your abilities in the field of data science should also be obtained by you.

In addition, remember to factor in the tuition fees as well as the costs of living. I would suggest that you look into the available assistantships, scholarships, or other forms of financial aid to help alleviate those costs. Keep in mind the last date to apply to these universities and programs. I recommend that you begin applying beforehand. Follow these steps to pursue your Master's in Data Science in the USA and accomplish your educational as well as your professional ambitions.

For more information, you can visit our website.

..Read more

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Ramalingam

Ramalingam Kalirajan  |8327 Answers  |Ask -

Mutual Funds, Financial Planning Expert - Answered on May 09, 2025

Asked by Anonymous - May 09, 2025
Money
Dear Sir, I am 55 and I am a stage 4 cancer patient for the past 5 years. Presently working with a salary of Rs.30 LPA. I have Rs.75 L in SB account. Rs.25 L in shares out of which Rs.12 L is loss. Rs.12 L in mutual funds. Rs.3 L in EPF. No commitments or liabilities. I need to know how I can get Rs. 70 K per month in case I lose my job. Kindly advise.
Ans: I truly appreciate your courage and clarity even in the face of health challenges. With your current financial resources and the need to secure a monthly income of Rs. 70,000, a detailed and careful plan is very much possible.

Let me give you a full 360-degree solution below, step-by-step.

Understanding Your Present Financial Picture
You are 55 years old and have been living with stage 4 cancer for 5 years.

You are still employed and drawing a salary of Rs. 30 lakhs per year.

You have Rs. 75 lakhs in your savings bank account.

You hold Rs. 25 lakhs in shares, with Rs. 12 lakhs in losses.

You have Rs. 12 lakhs in mutual funds.

Rs. 3 lakhs is in your EPF account.

You have no loans or financial commitments.

Your main concern is to receive Rs. 70,000 every month if the job stops.

You are not looking to take risks.

You want regular, reliable income without physical involvement.

Step 1: Emergency Medical and Health Fund
Health comes first. Keep money aside just for medical needs.

This fund should cover two years of your full household and medical costs.

Keep Rs. 15 to 20 lakhs aside for this purpose.

This money should be in ultra-safe places.

Prefer a savings bank account and liquid mutual funds.

This should remain untouched unless truly needed.

This emergency buffer gives peace and avoids panic in tough times.

Step 2: Generate Rs. 70,000 Monthly Income
Rs. 70,000 monthly means Rs. 8.4 lakhs needed per year.

Aim for post-tax cash flow from your investments.

Break your funds into income generation buckets.

Use your Rs. 75 lakhs from savings bank as the core capital.

Avoid keeping the full amount idle in SB account.

Allocate funds into low-risk, stable return instruments.

Prefer investment avenues offering quarterly or monthly payouts.

Choose options where you can withdraw in parts if needed.

Step 3: Structured Investment Allocation
Short-Term Bucket: 1 to 2 Years

Set aside Rs. 18 to 20 lakhs for short-term needs.

Put this money into highly liquid options.

Use only those that protect capital and give fixed income.

These funds will generate stable income for the next two years.

Prefer options offering monthly or quarterly payouts.

This will help replace your salary if job stops.

You don’t need to sell any shares or mutual funds right away.

You get time to think clearly, plan calmly.

Medium-Term Bucket: 3 to 5 Years

Keep around Rs. 25 to 30 lakhs here.

Invest in actively managed hybrid mutual funds.

Choose regular plans through a mutual fund distributor with CFP credentials.

Do not go for direct funds.

Direct plans do not come with personalised guidance.

There is no one to help you rebalance, switch or review.

Regular plans through a Certified Financial Planner offer ongoing support.

With hybrid funds, risk is moderate and returns are better than FDs.

Use SWP (Systematic Withdrawal Plan) to get monthly income.

You can set up SWP of Rs. 40,000 to 50,000 from this bucket.

These funds will last for years while also growing gradually.

Long-Term Bucket: 5+ Years

Keep Rs. 10 to 15 lakhs for the long-term.

This is not for current income, but for inflation beating growth.

Invest in actively managed large cap or balanced advantage funds.

Again, use regular plans with Certified Financial Planner.

These funds will build wealth for later stages.

You can shift gains to the medium bucket after 5 years.

Step 4: Shareholding Review and Action Plan
You have Rs. 25 lakhs in shares.

Out of this, Rs. 12 lakhs are in losses.

Do not sell them in a hurry.

Some may recover if you wait patiently.

First, make a list of all companies and their quality.

Exit poor-quality stocks even at a loss.

Retain good quality stocks with strong future.

If the whole portfolio is confusing, take help from a Certified Financial Planner.

You can harvest the loss now to set off gains later.

Book losses smartly to reduce future capital gains tax.

After cleaning up, move the proceeds to your medium bucket.

Step 5: Mutual Fund Review
You hold Rs. 12 lakhs in mutual funds.

Find out the type of each fund.

If these are equity funds, hold them long-term.

If returns are low or risk is high, shift to hybrid funds.

Avoid investing in index funds.

Index funds cannot protect capital in falling markets.

They simply copy the market blindly.

Actively managed funds are safer.

Professional fund managers take timely actions.

They reduce your risk and improve consistency.

Step 6: EPF Strategy
You have Rs. 3 lakhs in EPF.

EPF earns stable tax-free interest.

Do not withdraw unless it’s urgent.

Keep it as part of your long-term reserve.

Step 7: Monthly Income Setup
Use short-term and medium-term buckets to get income.

Start SWP from mutual funds for Rs. 40,000 monthly.

Use fixed income tools for Rs. 30,000 more.

Review this every year with a Certified Financial Planner.

Adjust amounts if needed based on inflation.

Step 8: Tax Planning and Awareness
Income from mutual funds is taxable.

Long-term capital gains above Rs. 1.25 lakhs taxed at 12.5%.

Short-term gains taxed at 20%.

Debt fund gains taxed as per your slab.

Plan redemptions to avoid tax shocks.

Harvest profits in a planned manner.

Step 9: Avoid These Common Mistakes
Do not invest in real estate.

It is illiquid and needs physical handling.

Do not buy annuities.

They give poor returns and lock your money.

Do not fall for insurance + investment combos.

If you already hold such policies, review them.

Consider surrender if return is poor.

Reinvest the proceeds into mutual funds.

Step 10: Use a Certified Financial Planner
A Certified Financial Planner gives structured and unbiased advice.

They help you with fund selection, SWP setup, rebalancing.

They guide you with tax-saving and risk control.

Their ongoing service is crucial at your life stage.

Choose someone with experience and clear credentials.

Finally
You are in a better financial position than many.

You have no loans, no dependents, and have built good savings.

With a calm and simple plan, you can replace your income safely.

You do not need to take risky steps now.

You have already shown strength by managing your life and job for 5 years.

Now your money should serve you with peace and stability.

Break your capital into buckets.

Get monthly income through safe withdrawals.

Review regularly with a Certified Financial Planner.

Avoid unnecessary complexity or noise.

You deserve a peaceful financial life.

Your health is precious. Let money be your quiet support.

Invest safe. Withdraw smart. Sleep well.

You are already doing well. Just add clarity and structure.

Best Regards,
K. Ramalingam, MBA, CFP,
Chief Financial Planner,
www.holisticinvestment.in
https://www.youtube.com/@HolisticInvestment

...Read more

Nayagam P

Nayagam P P  |4496 Answers  |Ask -

Career Counsellor - Answered on May 09, 2025

DISCLAIMER: The content of this post by the expert is the personal view of the rediffGURU. Investment in securities market are subject to market risks. Read all the related document carefully before investing. The securities quoted are for illustration only and are not recommendatory. Users are advised to pursue the information provided by the rediffGURU only as a source of information and as a point of reference and to rely on their own judgement when making a decision. RediffGURUS is an intermediary as per India's Information Technology Act.

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