Data scientist classroom and online Training in hyderabad from Rstrainings is better option to learn datascientist, because our faculty are real time experts in USA, India, UK,Singapore.
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DATASCIENCE COURSE CONTENT :
Introduction about Statistics
Different Types of Variables
Measures of Central Tendency with examples
Measures of Dispersion
Probability & Distributions
Binomial Distribution and its properties
Poisson distribution and its properties
Normal distribution and its properties
Different methods of estimation
Testing of Hypothesis & Tests
Analysis of Variance
->> Predictive Modeling Steps and Methodology with Live example:
Exploratory Data analysis
->> Logistic Regression - Introduction - Applications
->> Partial Least Square Regression
->> Factor Analysis
->> Principle component analysis
->> Difference between CHAID and CART
->> Random Forest
->> Couple of Real time use cases which are related to Telecom and Retail Industry. Identification of the Churn.
->> Segmentation for Marketing Analysis
->> Business Rules Criteria
->> Real time use case to identify the Most Valuable revenue generating Customers.
->> Time Series Components( Trend, Seasonality, Cyclicity and Level) and Decomposition
->> Basic Techniques
->> Understanding Forecasting Accuracy - MAPE, MAD, MSE etc
->> Couple of use cases, To forecast the future sales of products
->> Sentiment analysis
->> Use case of Health care industry, To identify the sentiment of the patients on Specified hospital by extracting the data from the TWITTER.
->> Live connectivity from R to Tableau
Generating the Reports and Charts