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Data science online training in hyderabad

RStraining provides online Data Science training in Hyderabad. So you can go for online or classroom training. Attain Free Demo of Data Science and get interacted with the trainer you will get clear picture of Data Science and its scope.<br>RStrainings Spot Light:<br>1. Real time trainer. Having live working knowledge of Data Science.<br>2. Latest and updated course content.<br>3. Free Demonstration sessions.<br>4. We also provide classroom , corporate training<br>5. Live interactive sessions.<br>6. Real time case studies.<br>7. Sophisticated and professional tools for web based training.<br>8. Hassle free Server access without any interruption.<br>9. Practical sessions with trainer after every week to know the grasping level of the learners.<br>10. Affordable pricing.<br>11. Access to recorded videos from our servers.<br>12. Resume build up.<br>Also Data Scientist can be refer with different name as follows.<br>1. Data Analysis<br>2. Data Scientist<br>3. Data Mining.<br>4. Business Analysis.<br>5. Business Analytics<br>6. Machine Learning.<br>

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Data science online training in hyderabad

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  1. Call: +91 9052699906 Email: contact@rstrainings.com Well-Come To RStrainings Data Science Online, Classroom training Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  2. Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html Call: +91 9052699906 Email: contact@rstrainings.com

  3. Call: +91 9052699906 Email: contact@rstrainings.com DataScienceCourse Content Data Science Online training-Complete Course Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  4. Call: +91 9052699906 Email: contact@rstrainings.com 1.Descriptive Statistics and Probability Distributions Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  5. Descriptive Statistics and Probability Distributions: Call: +91 9052699906 Email: contact@rstrainings.com • Introduction about Statistics • Different Types of Variables • Measures of Central Tendency with examples • Measures of Dispersion • Probability & Distributions • Probability Basics • Binomial Distribution and its properties • Poisson distribution and its properties • Normal distribution and its properties Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  6. Call: +91 9052699906 Email: contact@rstrainings.com 2.Inferential Statistics and Testing of Hypothesis Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  7. Inferential Statistics and Testing of Hypothesis • Sampling methods • Different methods of estimation • Testing of Hypothesis & Tests • Analysis of Variance Call: +91 9052699906 Email: contact@rstrainings.com Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  8. Call: +91 9052699906 Email: contact@rstrainings.com 3.Convariance & Correlation Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  9. Covariance & Correlation Call: +91 9052699906 Email: contact@rstrainings.com • Predictive Modeling Steps and Methodology with Live example: • Data Preparation • Exploratory Data analysis • Model Development • Model Validation • Model Implementation Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  10. Call: +91 9052699906 Email: contact@rstrainings.com 4.Supervised Techniques : Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  11. Supervised Techniques : Call: +91 9052699906 Email: contact@rstrainings.com • Multiple linear Regression • Linear Regression - Introduction - Applications • Assumptions of Linear Regression • Building Linear Regression Model • Understanding standard metrics (Variable significance, R-square/Adjusted R-Square, Global hypothesis etc) • Validation of Linear Regression Models (Re running Vs. Scoring) • Standard Business Outputs (Decile Analysis, Error distribution (histogram), Model equation, drivers etc) • Interpretation of Results - Business Validation - Implementation on new data • Real time case study of Manufacturing and Telecom Industry to estimate the future revenue using the models Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  12. Supervised Techniques : Call: +91 9052699906 Email: contact@rstrainings.com • Logistic Regression - Introduction - Applications • Linear Regression Vs. Logistic Regression Vs. Generalized Linear Models • Building Logistic Regression Model • Understanding standard model metrics (Concordance, Variable significance, Hosmer Lemeshov Test, Gini, KS, Misclassification etc) • Validation of Logistic Regression Models (Re running Vs. Scoring) • Standard Business Outputs (Decile Analysis, ROC Curve) • Probability Cut-offs, Lift charts, Model equation, drivers etc) • Interpretation of Results - Business Validation - Implementation on new data • Real time case study to Predict the Churn customers in the Banking and Retail industry Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  13. Supervised Techniques : Call: +91 9052699906 Email: contact@rstrainings.com • Partial Least Square Regression • Partial Least square Regression - Introduction - Applications • Difference between Linear Regression and Partial Least Square Regression • Building PLS Model • Understanding standard metrics (Variable significance, R-square/Adjusted R-Square, Global hypothesis etc) • Interpretation of Results - Business Validation - Implementation on new data • Sharing the real time example to identify the key factors which are driving the Revenue Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  14. Call: +91 9052699906 Email: contact@rstrainings.com 5.Variable Reduction Techniques Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  15. Variable Reduction Techniques • Factor Analysis • Principle component analysis • Assumptions of PCA • Working Mechanism of PCA • Types of Rotations • Standardization • Positives and Negatives of PCA Call: +91 9052699906 Email: contact@rstrainings.com Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  16. Call: +91 9052699906 Email: contact@rstrainings.com 6.Supervised Techniques Classification Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  17. Supervised Techniques Classification : • CHAID • CART • Difference between CHAID and CART • Random Forest • Decision tree vs. Random Forest • Data Preparation • Missing data imputation • Outlier detection • Handling imbalance data • Random Record selection Call: +91 9052699906 Email: contact@rstrainings.com Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  18. Supervised Techniques Classification : Call: +91 9052699906 Email: contact@rstrainings.com • Random Forest • Random Forest R parameters • Random Variable selection • Optimal number of variables selection • Calculating Out Of Bag (OOB) error rate • Calculating Out of Bag Predictions • Couple of Real time use cases which are related to Telecom and Retail Industry. Identification of the Churn. Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  19. Call: +91 9052699906 Email: contact@rstrainings.com 7.Unsupervised Techniques Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  20. Unsupervised Techniques : Call: +91 9052699906 Email: contact@rstrainings.com • Segmentation for Marketing Analysis • Need for segmentation • Criterion of segmentation • Types of distances • Clustering algorithms • Hierarchical clustering • K-means clustering • Deciding number of clusters • Case study • Business Rules Criteria • Real time use case to identify the Most Valuable revenue generating Customers. Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  21. Call: +91 9052699906 Email: contact@rstrainings.com 8.Time Series Analysis Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  22. Time Series Analysis : Call: +91 9052699906 Email: contact@rstrainings.com • Time Series Components( Trend, Seasonality, Cyclicity and Level) and Decomposition • Basic Techniques • Averages, • Smoothening etc. • Advanced Techniques • AR Models, • ARIMA • UCM • Hybrid Model • Understanding Forecasting Accuracy - MAPE, MAD, MSE etc • Couple of use cases, To forecast the future sales of products Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  23. Call: +91 9052699906 Email: contact@rstrainings.com 9.Text Analytics Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  24. Text Analytics : Call: +91 9052699906 Email: contact@rstrainings.com • Gathering text data from web and other sources • Processing raw web data • Collecting twitter data with Twitter API • Naive Bayes Algorithm • Assumptions and of Naïve Bayes • Processing of Text data • Handling Standard and Text data • Building Naïve Bayes Model • Understanding standard model metrics • Validation of the Models (Re running Vs. Scoring) Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  25. Text Analytics : Call: +91 9052699906 Email: contact@rstrainings.com • Sentiment analysis • Goal Setting • Text Preprocessing • Parsing the content • Text refinement • Analysis and Scoring • Use case of Health care industry, To identify the sentiment of the patients on Specified hospital by extracting the data from the TWITTER. Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  26. Call: +91 9052699906 Email: contact@rstrainings.com 10.Visualization Using Tableau : Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

  27. Visualization Using Tableau : • Live connectivity from R to Tableau • Generating the Reports and Charts Call: +91 9052699906 Email: contact@rstrainings.com Data Science Online Training in Hyderabad http://www.rstrainings.com/data-science-online-training.html

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