What does perfect Data Science course look like?

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There are many online Data Science courses covering specific topics such as Statistics for Data Science, Python for Data Science etc. However, all of these courses cover just one topic, or a very small part of Data Science field, and some of them are actually Data Analytics courses with few basic Data Science topics such as Linear Regression.

To this date, there is no single Data Science Course that would provide you it all, including Statistics, Experimentation (A/B testing), Machine Learning, Deep Learning and more.

To customise this course and to make it perfect for you, please answer the following questions about a Data Science Course that you would love to follow to enter the field or to refresh your memory.

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Why would you like to follow a Data Science Course?

To learn the fundamentals in DS from scratch (with technical background)

To learn the fundamentals in DS from scratch (with no technical background)

To refresh my memory of fundamental DS concepts

To prepare for my upcoming DS interviews

To learn all DS concepts in one place instead of following many courses, reading many blogs

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What do you need in this course that other courses don't have?

Which of the following topics you want to learn and practice the most? Please pick top 6: *

Machine Learning (Regression, Classification, Segmentation)

Fundamentals of Statistics

Advanced Statistics

Deep Learning

Experimentation (A/B testing)

Product Data Science (Success Metrics/Measuring Engagement etc)

Python programming for DS

SQL for DS

Common ML/DL model problems (regularisation, overfitting, model evaluation)

Common Data Problems (Sparsity, Imbalanced Data etc)

AI and personalisation (Recommender Systems)

Conducting Data Science Case Studies (Step-by-step example)

Landing DS interviews

DS job interview Preparation

Building your profile for DS

Creating Resume for DS jobs

Recent Advancements in DS

Communication and Stackholder Management for DS

Other:

Required

What topics would you like this Data Science Course to cover, that were not mentioned in previous question? *

What is the price range you would like to play for this course (in US $) that would contain all Data Science fields allowing you to enter Data Science field as Product Data Scientist or as Machine Learning Scientist? *

Would you like to be notified by email once the Course Launches? *

Yes

Send me a copy of my responses.

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