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[Cancelled] Statistics for Data Science with Python

Discover statistics like never before as it applies to data science and machine learning

Python will be taught as part of the course


Tentative dates

Pre-registration begins:
October 25th, 2022

Expected launch:
Jan 15, 2023

Expected completion:
May 30, 2023

Contents will continuously added and updated


Format

Hybrid

Some lectures will be Live
(schedule to be determined)

Some will be pre-recorded

Office Hours

Live with the Instructor

Support System

Facebook Group

Frequently Asked Questions (FAQ)

Basic Python language for absolute beginners. If you have never used Python, you will learn it.

For statistics, please see a tentative outline of topics at the link below.

https://www.dataskool.org/courses/pystats

You can view the link from under the "Bundle at a Glance" section, too. You have to click the course icon there.


Creating Python Environment
- Installing Anaconda Python system (this course will use this)
- Introduction to Google Colab (browser-based Python, no installation needed)
- Introduction to other browser-based Python systems

Python fundamentals
- Computer science basics (bits, bytes, memory)
- Built in Data structures (list, tuple, dictionary, set)
- Functional and Object Oriented Programming concepts and applications
- Understanding the language from a data scientist's perspective (not from a software engineer's perspective)

Numpy
- Arrays
- Vectorization

Pandas
- Handling external data
- Data cleaning
- Data transformation (join, reshape)

Matplotlib, Seaborn, plotnine
- Data visualization

Statsmodel
- Statistical computation
- Summary tables
- Linear Regression Analysis
- Regression diagnostics
- Logistic regression analysis

Scikit-Learn
- Fitting regression models using scikit-learn
- Fitting logistic regression for classification problems

Simulation and Computation
- Random number generation
- Plotting probability distributions
- Understanding confidence intervals using Monte Carlo simulation
- More examples involving simulation

In short, this is not a live course. That is, it is not like a typical semester-long course.

The contents are mostly pre-recorded. There will be some live sessions as I am launching it for the first time.

There will be at most 2 hours of live class per week. But most likely, it will be 1 hour per week to begin with. 

Because the course materials are not ready to release.

The contents will be released as they are prepared, recorded, and uploaded to the learning management system.

That is to say, the contents will be released continuously through the first six months of 2023. I will continue updating, refining, and adding new contents thereafter.

All course contents will be accessible forever. Forever means for the life of the platform. I expect to maintain it as long as I am financially able to do so.

This is not a venture capital funded project. 

Yes. All sessions will be recorded and be available for viewing at your convenience.

This is a learn-at-your-pace course. The instructor will have live office hours to answer your questions or to clarify an existing lecture or topic.

There is a Facebook group for this course. You can ask questions there and the instructor or other members of the community will respond.

You will be supported as much as practically possible.

Please note, however that you should not expect it to be one-on-one tutoring. It is not.

Please see the bottom of this page for most up-to-date pricing.

This is the absolute lowest price you can get this course for. This is the launch special price. You are paying this ridiculously low price because you've trusted me on this without seeing any content.

Course price will only increase in the future as more contents are added. 

Here's a tentative schedule which may change any time. For most up to date pricing, see the bottom of this page.

Tier 1 Schedule (Launch special): US $19.99 (BTD 2,500)
Tier 2 Schedule (February 2023): US $24.99 (BTD 3,000)
Tier 3 Schedule (April 2023): US $29.99 (BDT 3,500)
Tier 4 Schedule (July 2023): US $34.99 (BDT 4,000)

We may offer special discounts during festivals such as Eid and other holidays. It may go as low as Tier 2 level. Or between Tier 2 and Tier 3.

Bundle at a Glance

Click each course card to view the tentative syllabus

  • Learn Python and statistics hands-on without overloading your brain 
  • Pre-recorded video lectures in Bangla language
  • Live office hours with the instructor for course/career counseling
  • Direct help from the instructor via private Facebook group
  • Unlimited access to videos and all course materials
  • Access to all future updates

Why Learn Statistics?

because Statistics is the backbone of Data Science

Let's be honest--

 Everyone finds statistics hard

Really hard  

Some even hate it  

But it shouldn't be like that  

Statistics is beautiful
Really beautiful
Only If you discover it  

I am a statistician-turned Data Scientist with over 20 years of experience in academia and industry combined  

I have discovered the beauty of statistics  

Yes, it took many years  

And you can discover it too  

With my unique teaching style, I will help you learn statistics in a way that 'makes sense'  

I will walk you through the rough road and help you discover an oasis at the end  You will exclaim--  Yeah, this makes sense  

And that's my teaching philosophy :-)  

I've created this course with all my experience of over two decades  

And I am still learning and sharing with students so they can discover statistics like I did  

All in a little bit less time than what it took me to discover  

Yes, you can!

Of course, you can!  

JOIN me

 

Enayetur Raheem, Ph.D.

is a statistician and educator. He is an accomplished data scientist with over 20 years of analytic experience in academia and US healthcare industry combined. He has taught graduate level statistics courses at Dhaka University and several universities in the US prior to transitioning to industry as a Data Scientist. He is a lifelong learner and passionate about teaching online.  He is the founder and principal instructor at dataskool.org -- an online analytic learning platform.

Why Choose this Course

The Instructor

Dr. Raheem has 20 years of analytic experience, 6+ years of which is in US healthcare system. He is currently a Principal Data Scientist 

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Coverage of Topics

All foundational topics in Python and Statistics will be covered

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Lots of Examples

Thoroughly detailed pre-recorded video lectures with ample examples and exercises plus their solutions

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Designed by professional

This course is designed by Dr. Raheem who has experience teaching undergraduate and graduate levels at universities in the USA at

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Shah Jalal

Scientific Officer

The course materials are very helpful and well organized. I have learned a lot about statistical analysis with R for research purposes. It is very effective for those who want to learn statistical analysis with R in the Bengali language like me.

-- Student from Statistical Analysis with R for Reproducible Research course

Syed Al Mahiyan

Developer

The way of his teaching is just incredible. He made me feel that learning SQL is very easy and fun. Described and showed the topics clearly. Also making the concepts crystal clear.

-- Student from SQL for Data Analysis course

Pay using bKash


Only Statistics with Python (Tk. 2,000)
Only Step into Python (Tk. 1,500)

Bundle price
Tk.3,500 
Tk. 2,500
(Saves Tk. 1,000)

Launch special price ends on
Jan15, 2023

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