Data Analytics with Python

Course Duration : 12 Weeks

@VTU COE

1.0
(2) 593 Students
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What you will learn

  • Chemical Engineering

  • EEE

We are looking forward to sharing many exciting stories and examples of analytics with all of you using python programming language. This course includes examples of analytics in a wide variety of industries, and we hope that students will learn how you can use analytics in their career and life. One of the most important aspects of this course is that you, the student, are getting hands-on experience creating analytics models; we, the course team, urge you to participate in the discussion forums and to use all the tools available to you while you are in the course!

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Introduction to Probability- I
Preview 28:18
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Introduction to Probability- II
Preview 29:13
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Probability Distributions - I
Preview 28:49
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Probability Distributions - II
Preview 29:33
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Probability Distributions - III
Preview 26:00

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Python Demo for Distributions
Preview 21:14
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Sampling and Sampling Distribution
Preview 34:15
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Distribution of Sample Means, population, and variance
Preview 24:36
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Confidence interval estimation: Single population - I
Preview 26:02
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Confidence interval estimation: Single population - II
Preview 19:47

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Hypothesis Testing- I
Preview 32:32
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Hypothesis Testing- II
Preview 26:24
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Hypothesis Testing- III
Preview 25:30
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Errors in Hypothesis Testing
Preview 43:40
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Hypothesis Testing: Two sample test- I
Preview 29:02

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Hypothesis Testing: Two sample test- II
Preview 29:48
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Hypothesis Testing: Two sample test- III
Preview 25:01
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ANOVA - I
Preview 25:56
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ANOVA - II
Preview 22:57
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Post Hoc Analysis(Tukey’s test)
Preview 35:59

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Randomize block design (RBD)
Preview 25:58
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Two Way ANOVA
Preview 26:48
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Linear Regression - I
Preview 35:01
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Linear Regression - II
Preview 22:23
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Linear Regression - III
Preview 29:24

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Estimation, Prediction of Regression Model Residual Analysis
Preview 22:08
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Estimation, Prediction of Regression Model Residual Analysis - II
Preview 25:31
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MULTIPLE REGRESSION MODEL - I
Preview 30:08
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MULTIPLE REGRESSION MODEL-II
Preview 34:37
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Categorical variable regression
Preview 34:34

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Maximum Likelihood Estimation- I
Preview 25:48
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Maximum Likelihood Estimation-II
Preview 29:43
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LOGISTIC REGRESSION- I
Preview 28:25
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LOGISTIC REGRESSION-II
Preview 25:20
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Linear Regression Model Vs Logistic Regression Model
Preview 28:56

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Confusion matrix and ROC- I
Preview 30:41
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Confusion Matrix and ROC-II
Preview 29:35
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Performance of Logistic Model-III
Preview 25:00
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Regression Analysis Model Building - I
Preview 23:00
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Regression Analysis Model Building (Interaction)- II
Preview 23:00

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Chi - Square Test of Independence - I
Preview 31:43
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Chi-Square Test of Independence - II
Preview 28:40
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Chi-Square Goodness of Fit Test
Preview 25:38
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Cluster analysis: Introduction- I
Preview 21:54
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Clustering analysis: part II
Preview 21:44

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Clustering analysis: Part III
Preview 27:00
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Cluster analysis: Part IV
Preview 28:51
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Cluster analysis: Part V
Preview 19:09
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K- Means Clustering
Preview 27:33
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Hierarchical method of clustering -I
Preview 28:04

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Hierarchical method of clustering- II
Preview 30:18
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Classification and Regression Trees (CART : I)
Preview 33:23
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Measures of attribute selection
Preview 27:39
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Attribute selection Measures in CART : II
Preview 25:36
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Classification and Regression Trees (CART) - III
Preview 31:41
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Sangeetha A

where we have to submit the assignments

6 months ago
1
img
Omkar Shinde

Send the assignments please

2 months ago
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Deekshith kumar M

There is no quiz section. Without quiz we cant book slot for the exam. How to solve this?

1 month ago
7
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Nithin Gowda M S

did u get solution even i have the same problem can u guide me

3 days ago
img
Nithin Gowda M S

did u get solution even i have the same problem can u guide me

3 days ago
img
Nithin Gowda M S

did u get solution even i have the same problem can u guide me

3 days ago
img
Nithin Gowda M S

did u get solution even i have the same problem can u guide me

3 days ago
img
Nithin Gowda M S

did u get solution even i have the same problem can u guide me

3 days ago
img
Nithin Gowda M S

did u get solution even i have the same problem can u guide me

3 days ago
img
Nithin Gowda M S

did u get solution even i have the same problem can u guide me

3 days ago
img
Keerthi K R

Do we have quiz or assignments to submit?

2 weeks ago
0

1.0

2 Reviews

5
0
4
0
3
0
2
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1
2
user
Deekshith kumar M

1 month ago

There is no quiz section. Without quiz we cant book slot for the exam. How to solve this?

user
Omkar Shinde

2 months ago

i was paid 1000 rupies for exam but there is no assignment session ,because after assignment session there is option called book slot ,,but there is problem with quiz session that is empty how can i solve this problem

Meet Your Instructor
@VTU COE
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Instructor
3.3 Rating
8558 Students
802 Courses
About Instructor

VTU is one of the largest Technological Universities in India with 24 years of Tradition of excellence in Engineering & Technical Education, Research and Innovations. It came into existence in the year 1998 to cater the needs of Indian industries for trained technical manpower with practical experience and sound theoretical knowledge.

video

Free

  • Course Duration
    28 h 11 m 36 s
  • Course Level
    Intermediate
  • Student Enrolled
    593
  • Language
    English
This Course Includes
  • 28 h 11 m 36 s Video Lectures
  • 2 Quizzes
  • 0 Assignments
  • 0 Downloadable Resources
  • Full Lifetime Access
  • Certificate of Completion