Dr. Pradeep K Mavuluri

AI ML DS Professional Trainer with 15 years of experience in IT Industry

Online Classes

Student's home

Tutor's home

Pradeep Mavuluri, a PhD in Quantitative Finance from Hyderabad Central University and having 18+ years of experience in data science / machine learning development / deployment and teaching almost 500+ fresher campus hires at my previous organizations. Earlier worked as Lead Faculty, Manipal Academy of Data Science and recently classroom sessions on data science training at a few institutions such as GL-PES and REVA RACE programs.
I am looking for full-time/part-time engagements in AI/ML/DS space where I can bring my 18+ years of industry experience to the classroom.

Languages Spoken

Telugu Mother Tongue (Native)

Kannada Proficient

Tamil Proficient

Hindi Proficient

English Proficient

Education

Hyderabad Central University 2009

Doctor of Philosophy (Ph.D.)

Address

Panathur, Bangalore, India - 560087

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Taught Students from these Schools

M

Manipal Institute of technology, Manipal

Manipal, Udupi

Teaches

Data Science Classes

Class Location

Online class via Zoom

Student's Home

Tutor's Home

Years of Experience in Data Science Classes

Data science techniques

Data Analysis Classes

Class Location

Online class via Zoom

Student's Home

Tutor's Home

Years of Experience in Data Analysis Classes

Data analysis concepts taught

Teaching Experience in detail in Data Analysis Classes

In recent past when time series forecasting is done using Machine/Deep Learning techniques, forecasters are either not understanding or paying minimal attention towards imbalanced time series (unusual difference between normal and special time period values) which is regular phenomenon; for instance, electricity consumption, traffic predictions, footfall predictions to stores, etc. Machine/Deep Learning models often struggle with these imbalances because they lean heavily on the training data predominant patterns. Holidays and special events, being infrequent, don't leave a significant footprint in these models. Hence, generation of temporal features and considering time-varying models provide more accurate forecasts and also marketing effectiveness.

Python Training classes

Class Location

Online class via Zoom

Student's Home

Tutor's Home

Years of Experience in Python Training classes

Course Duration provided

Seeker background catered to

Certification provided

Python applications taught

Teaching Experience in detail in Python Training classes

Data Science/Machine Learning is not just about the numbers or the algorithms or recent hype about coding; it's more about understanding the context in which the data exists and effectively communicating findings to a diverse audience. Hence, "human touch" in data science is crucial, it involves interpreting results in a way that makes sense for decision-making, considering ethical implications, and understanding the broader impact of data-driven insights in a classroom mode more effective.

R Programming

Class Location

Online class via Zoom

Student's Home

Tutor's Home

Years of Experience in R Programming

Teaching Experience in detail in R Programming

Data Science/Machine Learning is not just about the numbers or the algorithms or recent hype about coding; it's more about understanding the context in which the data exists and effectively communicating findings to a diverse audience. Hence, "human touch" in data science is crucial, it involves interpreting results in a way that makes sense for decision-making, considering ethical implications, and understanding the broader impact of data-driven insights in a classroom mode more effective.

Deep Learning Training

Class Location

Online class via Zoom

I am Willing to Travel

Tutor's Home

Years of Experience in Deep Learning Training

Deep_Learning_Techniques

Teaching Experience in detail in Deep Learning Training

Data Science/Machine Learning is not just about the numbers or the algorithms or recent hype about coding; it's more about understanding the context in which the data exists and effectively communicating findings to a diverse audience. Hence, "human touch" in data science is crucial, it involves interpreting results in a way that makes sense for decision-making, considering ethical implications, and understanding the broader impact of data-driven insights in a classroom mode more effective.

Documents

Demand Forecasting - CPG Retail...

Reviews

No Reviews yet!

Lessons by Dr. Pradeep K Mavuluri

Demand Supply Forecasting

In recent past when time series forecasting is done using Machine/Deep Learning techniques, forecasters are either not understanding or paying minimal attention towards imbalanced time series (unusual...

01/04/2025

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0

Book a Demo

Answers by Dr. Pradeep K Mavuluri

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What is Python Language

Teaches

Data Science Classes

Class Location

Online class via Zoom

Student's Home

Tutor's Home

Years of Experience in Data Science Classes

Data science techniques

Data Analysis Classes

Class Location

Online class via Zoom

Student's Home

Tutor's Home

Years of Experience in Data Analysis Classes

Data analysis concepts taught

Teaching Experience in detail in Data Analysis Classes

In recent past when time series forecasting is done using Machine/Deep Learning techniques, forecasters are either not understanding or paying minimal attention towards imbalanced time series (unusual difference between normal and special time period values) which is regular phenomenon; for instance, electricity consumption, traffic predictions, footfall predictions to stores, etc. Machine/Deep Learning models often struggle with these imbalances because they lean heavily on the training data predominant patterns. Holidays and special events, being infrequent, don't leave a significant footprint in these models. Hence, generation of temporal features and considering time-varying models provide more accurate forecasts and also marketing effectiveness.

Python Training classes

Class Location

Online class via Zoom

Student's Home

Tutor's Home

Years of Experience in Python Training classes

Course Duration provided

Seeker background catered to

Certification provided

Python applications taught

Teaching Experience in detail in Python Training classes

Data Science/Machine Learning is not just about the numbers or the algorithms or recent hype about coding; it's more about understanding the context in which the data exists and effectively communicating findings to a diverse audience. Hence, "human touch" in data science is crucial, it involves interpreting results in a way that makes sense for decision-making, considering ethical implications, and understanding the broader impact of data-driven insights in a classroom mode more effective.

R Programming

Class Location

Online class via Zoom

Student's Home

Tutor's Home

Years of Experience in R Programming

Teaching Experience in detail in R Programming

Data Science/Machine Learning is not just about the numbers or the algorithms or recent hype about coding; it's more about understanding the context in which the data exists and effectively communicating findings to a diverse audience. Hence, "human touch" in data science is crucial, it involves interpreting results in a way that makes sense for decision-making, considering ethical implications, and understanding the broader impact of data-driven insights in a classroom mode more effective.

Deep Learning Training

Class Location

Online class via Zoom

I am Willing to Travel

Tutor's Home

Years of Experience in Deep Learning Training

Deep_Learning_Techniques

Teaching Experience in detail in Deep Learning Training

Data Science/Machine Learning is not just about the numbers or the algorithms or recent hype about coding; it's more about understanding the context in which the data exists and effectively communicating findings to a diverse audience. Hence, "human touch" in data science is crucial, it involves interpreting results in a way that makes sense for decision-making, considering ethical implications, and understanding the broader impact of data-driven insights in a classroom mode more effective.

No Reviews yet!

Answers by Dr. Pradeep K Mavuluri

Book a Demo

Lessons (1)

Demand Supply Forecasting

In recent past when time series forecasting is done using Machine/Deep Learning techniques, forecasters are either not understanding or paying minimal attention towards imbalanced time series (unusual...

01/04/2025

0 0

0

Book a Demo

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AI ML DS Professional Trainer with 15 years of experience in IT Industry

Languages Spoken

Education

Address

Verified Info

Expertise

Taught Students from these Schools

Teaches

Documents

Reviews

Lessons by Dr. Pradeep K Mavuluri

Answers by Dr. Pradeep K Mavuluri

Learn More

Teaches

Answers by Dr. Pradeep K Mavuluri

Lessons (1)

Dr. Pradeep K Mavuluri

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