Services - Delhi education Post Ad in this category

Data Analyst Science training futurepointtech.com - Offering in Delhi

Posted on: 13-Dec-2018 12:57         Views: 17
DATA SCIENCE MASTER PROGRAM
6 Modules : 150 Hours : 3 Months : 3 Capstone Projects
• Statistics – Mathematics
• Machine Learning
• R & Python Programming
• Artificial Intelligence using Tensor Flow
• Machine Learning using AWS, Azure
• BigData Analytics

Statistics (Mathematics for Data Science) Module – 1 (25 hrs)
Understanding the Data
• Data, Data Types
• Meaning of variables
• Central Tendency
• Measures of Dispersion
• Measures of Variability
• Measures of Shape
• Data Distribution
• Correlation, Covariance
• Practical Examples

Probability Distributions
• Mean, Expected value
• Binomial Random Variable
• Normal Distribution
• Poisson Random Variable
• Continuous Random Variable
• Discrete Random Variable
• Practical Examples

Sampling Distributions
• Central Limit Theorem
• Sampling Distributions for Sample Proportion, p-hat
• Sampling Distributions for Sample Mean, x-bar
• Z- Scores
• Practical Examples

Hypothesis Testing
• Type I and Type II Errors
• Decision Making
• Power
• Testing for mean, variance, proportion
• Practical Examples
Association between Categorical Variables
• Contingency Tables
• Independent and Dependent
• Pearson's Chi-Square Test
• Misuses of Chi-Squared Test
• Measures of Association
• Practical Examples

ANOVA Analysis
• Analysis of Variance & Co-Variance
• ANOVA Assumptions & Comparisons
• F-Tests
• Practical Examples

Matrices
• One – Dimensional
• Multi Dimensional
• Arithmetic Operations
• Examples

Vectors
• Understanding Vectors
• Scalar Vs Vector
• Arithmetic Operations
• Examples

Machine Learning Module – 2 (40 hrs)

Supervised Learning
•

Linear Methods for Regression
• The Gauss–Markov Theorem

http://www.futurepointtech.com/Data-Science-Masters-Programme-Training.html
Address
Futurepoint Technologies Plot No:60, 2nd Floor ,Western Hills, Opp: Sri Chaitanya Junior Kalasala Behind Arjuna Theatre, KPHB,Hyderabad - 500072 Land : +(91) - 40 - 4017 8841
Contact Ad Owner
Your Email  
Message  
  Delhi, India Classifieds verification/security code Refresh Code
Avoid fraud by meeting all sellers in-person to pay for items.
Delhi, India Classifieds does not offer any transaction or payment services.
Read more about preventing scams and fraud