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Data Science With R Python Training

Posted Under :  Computer - Web Services < Services
Total Views :  138
  • Posted By : sampath-kumar
  • Posted Date : December 20, 2019
  • EmailID : svtechhub.333@gmail.com
  • Rating :
  • Total Votes : 0

Description

Course: Data Science with R & Python Training Mode of Training: Online Timings: Flexible Duration: 60 Hrs Data Science Online Training Demo Registration Link: https://svtechhub.com/register-for-a-free-demo.html Course Curriculum Coding will be on R & Python Module 1: Basic of R & Python Duration: 10 Hrs 1. Why R & Python? 2. R & Python Installation 3. Basics of R & Python 4. Package Installation / Libraries 5. Operators in R 6. Data Types in R & Python 7. Importing Data in R & Python 8. Plots in R & Python 9. Descriptive Statistics Module 1: Basic Statistics Duration: 10 Hrs 1. Introduction to Data Science. 2. Data Types. 3. Central Tendency. 4. Probability. 5. Normal Distribution & Standardization. 6. Sampling Theory. 7. Assignments Module 2: Adv. Statistics Duration: 10 Hrs 1. Z-Distribution & T- Distribution. 2. Hypothesis Testing. 3. Correlation Analysis. 4. Regression Types. 5. Assignments Module 3: Data Mining (Supervised) Duration: 10 Hrs 1. Linear Regression. 2. Logistic Regression. 3. Decision Tree. 4. Random Forest. 5. K- Nearest Neighbor. 6. Naïve Bayes. 7. Assignments. Module 4: Data Mining (Unsupervised) Duration: 10 Hrs 1. Hierarchical Clustering. 2. K-means Clustering. 3. Dimension Reduction. 4. Random Forest. 5. Market Basket Analysis. 6. Assignments. Module 5: Time series / Forecasting Duration: 10 Hrs 1. What is Forecasting? 2. Why Forecasting? 3. Forecasting Strategies? 4. Plots. 5. Partitioning. 6. Model Building. 7. Evaluating. Module 6: Project Work 1. One Supervised Learning Project 2. One Unsupervised Learning Project 3. Dimension Reduction and Regression Project. For more information write back to us at info.svtechhub@gmail.com or contact us at USA: +1-909-440-6102 (Toll Free) Or India: +91-9642911554

Location : New York City , New York, 10001



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