Overview
Course Description
This Statistics course for Data Science is created to make you proficient in this domain by teaching you the core concepts and techniques in this domain, such as standard deviation, data visualization, binomial distribution, normal distribution, etc.
Course Content
Module 1: Descriptive Statistics and Bayes Theorem
1.1 Descriptive statistics basics
1.2 Mean, median, and mode
1.3 Standard deviation
1.4 Use of the central tendency measures
1.5 Bayes Theorem
Module 2: Data Visualisation
2.1 Types of visualization
2.2 Calculation and interpretation of graphs, plot, and measures
Module 3: Probability Distributions
3.1 Basics of probability distributions
3.2 Poisson probability function
3.3 Binomial distribution
3.4 Normal distribution
3.5 Probability distribution applications
Module 4: Hypothesis testing
4.1 Tests to deal with data and their relationships
4.2 Assumptions taken in the tests
4.3 Language while interpreting the outcome of hypothesis tests
Module 5: Regression Analysis
5.1 Use of Python for regression analysis
5.2 Test relationships and differences in sample means
5.3 Interpret the results of these tests
Student feedback
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Omkar Sahu-
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March 26, 2021Great Content
Great course giving very good basics also. The questions were also challenging and ensured that we go through the content in earnest. I learned here a lot.
Vikas Sharma-
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March 24, 2021Interesting Course
It was a challenging but interesting course overall!! Recommended for anyone who wants to dive in Data Science. wonderfully whole course is designed
Charu Grover-
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- (4.5)
March 18, 2021Great Course
Good details on concepts. Revised it multiple times. Interesting course and training is also engaging. Recommendable!!
Riya Sharma-
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March 13, 2021Fantastic Course
This course was fantastic! Content wise course is great. I really appreciate taking part in it! Be careful in learning on some topics you might face difficulty but trainer will surely help you to sort all.
Priya Pandey-
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- (5.0)
March 13, 2021Excellent training
Excellent Faculty, Clear and concise. The material covered is current and concepts are illustrated with clear examples. SparkAcademy team provides us perfect training
Khushbu Yuduvanshi-
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- (5.0)
February 12, 2021Nice Course
It really taught me a lot. Must take if you really want to learn Data Science statistics. Liked the course very much. Nicely the topics were covered throughout the training.
Kamal Papnai-
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- (5.0)
February 09, 2021Great training
Thank you for starting this exceptional course and with such amazing content material. SparkAcademy provides perfect training,I appreciate efforts you guys put in the training!
Vishal Jaiswal-
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- (5.0)
February 05, 2021Conceptual course
Exceptional Course - well worth the effort! I come back to the course everytime I need a refresher. It made understand all the concepts with detail.
Tanvi Bansal-
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February 04, 2021Great learning
Engaging hands on course. Important to stay focused, you will learn a lot. I really Enjoyed the course.
Simran Yadav-
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January 29, 2021Well structured
This course is well structured and the assignments and questions are challenging enough to master the concepts. I found that the Course Material is highly relevant. Training provided also Good.