Requirements
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Basic descriptive statistics knowledge is required.
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You can take my “Descriptive Statistics: Scratch to Master” along with this advance course.
Statistical Analysis
Course available for 180 days
Course details
Duration
4 Hours 34 Mins
Lectures
68
Video
3 Hours 34 Mins
Quizzes
1
Level
Masters
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Description
Taught 6000+ students offline and online till date.
Winners don’t do different things, they do things differently.
Training, quizzes, and practical steps you can follow – this is one of the most comprehensive Statisticscourses available. We’ll cover Probability, Advance concept of Permutations & Combinations, Descriptive statistics, Inferential statistics, Hypothesis Testing, Correlation Analysis, Regression Analysis, Modelling, Ch- Squared Test, ANOVA, Business Forecasting, and many more. This course is a great “value for money”.
By the end of this course, you will be confidently implementing techniques across the major situations in Statistics, Business, and Data Analysis.
You’ll Also Get:
- – Downloadable workout Notes for competitive exams and future reference purpose
- – If you are a student or preparing for the competitive exam you may opt for education notes
- – Certificate of Completion Ready for Download
What you’ll learn
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Applied Statistics & Data Analysis concepts used in Education, Data Science and corporates with 100+ problems, and examples.
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If you are in corporate, learn the tricks and gain the knowledge to outstanding
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If you are a student or preparing for competitive exams (CFA/CMA/CA/CS/UGC), building a strong base for life in statistics, this course is must for you
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Do not think you I am teaching you remotely, I am always happy to clear your doubts. Just message me anytime!
Don’t Miss Out!
- Every second you wait is costing you a valuable chance for learning and to outstand.
- These courses come with a 15-days money-back guarantee – so there’s no risk to get started.
Who this course is for:
- College & University students
Course materials
Advance theory of Distribution
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1
Know your Instructor -
2
concept of data distribution
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3
Uniform Distribution
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4
Binomial Distribution
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5
Theoretical Frequency Distribution vs Binomial Distribution
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6
Application of Binomial Distribution
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7
Properties of Binomial Distribution
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8
Poison Distribution
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9
Application of Poison Distribution
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10
Poisson Distribution: Partial Interval
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11
Properties of Poison Distribution
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12
Normal Distribution,Standard Normal Distribution & formulae
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13
Normal Distribution & Standard Normal Distribution
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14
Z-Score & solving Business problems
Advance Correlation Analysis
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15
Concept of Correlation Analysis
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16
Scattered Diagram
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17
Karl Pearson's Correlation coefficient
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18
KP solved problem-1
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19
KP solved problem-2
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20
Covariance & KP correlation coefficient
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21
Properties of correlation coefficient
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22
Spearmans rank Correlation Coefficient
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23
Spearman's Correlation Solved problem
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24
Coefficient of Concurrent Deviation
Regression Analysis and making predictions
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25
concept of Linear, Multiple and Ordinal Regression
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26
Linear Regression
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27
Minimum Least Square Method
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28
Calculating coefficients values
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29
Ascombe's Quartet: Limitation of Regression Analysis
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30
Regression Equations: 'x on y' & 'y on x'
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31
Regression Solved Problem-1
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32
Predicting mom's height based on daughter's height & vs
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33
Regression Solved problem-2
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34
Probable Error- Calculating correlation coefficient of POPULATION
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35
Solved Problem_Calculation of Probable Error
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36
Spurious Correlation & Coefficient of Determination
Hypothesis Testing
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37
Concept of Hypothesis Testing
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38
Burden of proof
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39
Standard Error
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40
Why do we need Hypothesis testing?
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41
Difference between Std Error & std Deviation
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42
Type1 & Type 2 errors
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43
Forming Hypothesis correctly
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44
Examples-Forming Null & Alternate Hypothesis
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45
Lower, Upper & 2-tailed tests
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46
How to prove Hypothesis
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47
What if researchers set 0% error?
Chi- Squared Analysis (Non-parametric Test)
ANOVA: Parametric Test
Time Series Analysis
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