Predictive Modelling Course

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What is ANALYTICS?
The purpose of analytics is to take existing data collected from either a single source or multiple sources and use it to arrive at the optimal decision. Essentially, analytics can be best defined as a science of analysis.
Commonly, one of the most frequent uses of analytics is in the field of business. Managers or researchers for an analytics company can use various data mining techniques combined with historical patterns to make predictions about the performance of a particular market or business.

10 most popular analytic tools in business

• Business analytics is a fast growing field and there are many tools available in the market to serve the needs of organizations. The range of analytical software goes from relatively simple statistical tools in spreadsheets (ex-MS Excel) to statistical software packages (ex-SAS, SPSS).

• To sophisticated Business Intelligence suites (ex-SAS, Oracle, SAP, IBM among the big players).

Descriptive Statistics.

• Measure of central tendency

• Measure of Dispersion

Sampling Methods.

• Simple Random Sampling

• Systematic Random sampling

• Stratified Random sampling

• Cluster Random Sampling

• Non Random samplings: Quota, Judgment, Convince and Snow ball sampling

Parametric tests.

• One sample t test

• Independent of two sample tests ( t test & Z tests)

• Paired t test

• One Way ANOVA

• Two ways ANOVA

Non parametric Tests.

• Mann Whitney U test

• Kruskal Wallis Anova, Friedman Anova

• McNemar test

• Median test

Forecasting Technique.

• ARIMA Modeling

• Exponential Smoothing

Predictive Modeling technique.

• Multiple Linear regressions

• Logistic Regression

Multivariate Techniques.

• Principal Component Analysis

• Factor Analysis

• Cluster Analysis

• Canonical correlation

• Discriminate Analysis

Complete Analytics Training Institute

Complete Analytics Training Institute aimed at providing world class training in the area of Research Analytics. We train people to think analytically, communicate efficiently, reason logically, and make smarter choices and to solve problems in a structured manner.

Our Courses invest in you the power to make smarter decisions in every sphere of your life. They empower you with the analytical intelligence that guarantees success in every human endeavor to find out more about how these courses can empower your career of your organization's Future; explore this space and come, partner in this incredible journey with us. A Mid Career professional can use Analytics Training Institute's Courses to refresh his/her skills, apply for the next Promotion or to make an overall career change to one of the fastest growing industries like KPO, IT, Healthcare, etc.,

At Complete Analytics training Institute, we have been helping in analyzing all kind of statistical data. We can enhance and analyze your data to turn it into information you can act upon to meet your short and long term business objectives. Our team of data analysts uses a wide range of proven data modeling tools and methods which they will draw upon to meet your business needs.