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Master Complete Statistics For Computer Science - I | Free Udemy Course
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Master Complete Statistics For Computer Science - I | Free Udemy Course

Free $84.99100% off
Price expires 1 year ago or 791 uses

Course In Probability & Statistics Important For Machine Learning, Artificial Intelligence, Data Science, Neural Network | Free Udemy Course

(198 ratings)
57911 students
Created by:
Last updated 11/2022Course Language EnglishCourse Caption Course Length 21:20:47 to be exact 76847 seconds!Number of Lectures 156
This course includes:
  • 21.5 hours hours of on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of completion
  • 192 additional resources

In today’s engineering curriculum, topics on probability and statistics play a major role, as the statistical methods are very helpful in analyzing the data and interpreting the results.When an aspiring engineering student takes up a project or research work, statistical methods become very handy.Hence, the use of a well-structured course on probability and statistics in the curriculum will help students understand the concept in depth, in addition to preparing for examinations such as for regular courses or entry-level exams for postgraduate courses.In order to cater the needs of the engineering students, content of this course, are well designed. In this course, all the sections are well organized and presented in an order as the contents progress from basics to higher level of statistics.As a result, this course is, in fact, student friendly, as I have tried to explain all the concepts with suitable examples before solving problems.This 150+ lecture course includes video explanations of everything from Random Variables, Probability Distribution, Statistical Averages, Correlation, Regression, Characteristic Function, Moment Generating Function and Bounds on Probability, and it includes more than 90+ examples (with detailed solutions) to help you test your understanding along the way. "Master Complete Statistics For Computer Science - I" is organized into the following sections:IntroductionDiscrete Random VariablesContinuous Random VariablesCumulative Distribution FunctionSpecial DistributionTwo - Dimensional Random VariablesRandom VectorsFunction of One Random VariableOne Function of Two Random VariablesTwo Functions of Two Random Variables Measures of Central TendencyMathematical Expectations and MomentsMeasures of DispersionSkewness and KurtosisStatistical Averages - Solved ExamplesExpected Values of a Two-Dimensional Random VariablesLinear CorrelationCorrelation CoefficientProperties of Correlation CoefficientRank Correlation CoefficientLinear RegressionEquations of the Lines of RegressionStandard Error of Estimate of Y on X and of X on YCharacteristic Function and Moment Generating FunctionBounds on ProbabilitiesWho this course is for:Current Probability and Statistics studentsStudents of Machine Learning, Artificial Intelligence, Data Science, Computer Science, Electrical Engineering , as Statistics is the prerequisite course to Machine Learning, Data Science, Computer Science and Electrical EngineeringAnyone who wants to study Statistics for fun after being away from school for a while.

Course Content:

Sections are minimized for better readability, click the section title to view the course content

3 Lectures | 18:37
5 Lectures | 37:42
8 Lectures | 58:56
7 Lectures | 46:39
4 Lectures | 21:51
15 Lectures | 02:21:21
1 Lectures | 05:55
12 Lectures | 01:34:17
5 Lectures | 33:39
6 Lectures | 53:17
2 Lectures | 12:18
2 Lectures | 13:53
11 Lectures | 01:27:16
4 Lectures | 23:02
3 Lectures | 47:03
7 Lectures | 59:53
1 Lectures | 03:16
3 Lectures | 28:00
9 Lectures | 01:14:44
3 Lectures | 17:06
1 Lectures | 04:37
10 Lectures | 01:05:57
2 Lectures | 15:33
21 Lectures | 03:36:07
11 Lectures | 01:39:48
(198 course ratings)






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