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Course No: PA0011
This is a foundation course in Analytics. It introduces the basic concepts, tools and techniques of Analytics and Statistical Modeling.
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This course will be useful for all those who want to venture into data analysis using SAS ans is useful for following roles
- Data Analyst
- Researcher in Science / Social Science / Engineering
- Business Analyst
- Manager
We have some pre-requisite for this course. These are not mandatory but having them will certainly be a benefit for you.
- Basic Desk top processing
- Basic Applied Statistics
- Basic Data Interpretation
Business Statistics
- Describing & Exploring Data
- Central Tendency & Variability
- Box Plots
Normal Distribution
- Sampling Distributions
- Hypothesis Testing
- Type I & Type II Errors
- 1 tailed & 2 tailed tests
- Point & Interval Estimate
- Effect Size & Significance Tests
- Probability
Chi square & Hypothesis Tests
- Contingency Table
- Measures of Association
- Hypothesis Test of Means
- Power Calculation
Correlation & Regression
- Covariance & Correlation
- Linear Regression
- Assumptions
- ANOVA
- Multiple Comparisons Tests
- Prior Contrasts & Post Hocs
- Factorial ANOVA
- Repeated Measures ANOVA
- ANCOVA, MANCOVA
- Multiple Linear Regression
6. Predictive Analytics
- Association Rules
- Decision Trees
- Clustering
- SVM
- Neural Networks
- Genetic Algorithms
6. Industrial Project
- Data Analysis, Interpretation & Implication
Regular
$175
₹ 9,500 - Slides Booklet
- Tools/SW
- Lab Booklet with Code Scripts
- Class Room Demo
- Hands On Training
- Training Videos
- Cloud Lab Access
- Lifetime Support
- Deliverable On Site
- 30 Hours Class
$ 175
₹ 9,500 DLP
$125
₹ 6,700 - Slides Booklet
- Tools/SW
- Lab Booklet with Code Scripts
- Class Room Demo
- Hands On Training
- Training Videos
- Cloud Lab Access
- Lifetime Support
- Deliverable Via Post
- 3 Months Access
$ 125
₹ 6,700 Online
$100
₹ 5,400 - Slides Booklet
- Tools/SW
- Lab Booklet with Code Scripts
- Class Room Demo
- Hands On Training
- Training Videos
- Cloud Lab Access
- Lifetime Support
- Deliverable Via Downloads
- 3 Months Access
$ 100
₹ 5,400 Virtual Class
$150
₹ 8,100 - Slides Booklet
- Tools/SW
- Lab Booklet with Code Scripts
- Class Room Demo
- Hands On Training
- Training Videos
- Cloud Lab Access
- Lifetime Support
- Deliverable Via Downloads
- 30 Hours Virtual Class
$ 150
₹ 8,100
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