Certified Data Scientist Expert
4.4 /5- Offered bySimplilearn
- Private Institute
- Estd. 2010
Certified Data Scientist Expert at Simplilearn Overview
Duration | 11 months |
Total fee | ₹57,000 |
Mode of learning | Online |
Difficulty level | Advanced |
Official Website | Go to Website  |
Credential | Certificate |
Future job roles | Senior Business Analyst , Account Planning, .Net, Assistant Vice President - IT Knowledge Banking , E Commerce Analyst |
Certified Data Scientist Expert at Simplilearn Highlights
- Course completion certificate for each of the three courses
- 12 real-life projects
Certified Data Scientist Expert at Simplilearn Course details
- IT professionals
- Analytics Managers
- Business Analysts
- Banking and Finance professionals
- Marketing Managers
- Supply Chain Network Managers
- Get access to 3 courses
- Course completion certificate for each of the three courses
- 60 hours of self-paced video
- 8 real-life industry projects in retail, insurance, finance, airlines domains
- Hands-on practice with R CloudLabs
- 2 hands-on industry-based project on healthcare & ecommerce domains
- Includes statistical concepts like regression & cluster analysis
- 4 real-life industry projects on customer segmentation, retail analysis etc
- Learn SAS Macros and PROC SQL
- Includes advanced statistical concepts on regression, clustering and forecasting
- The Certified Data Science Expert Program has been designed keeping in mind the requirements of the new wave of demand for strong analytics professionals. It equips you with all the conceptual and technical skills required for the ultimate position in the analytics industry. The program provides access to high quality e Learning content, simulation exams, a community moderated by experts, and other resources that ensure you follow the optimal path to your dream role of Data Scientist.
Certified Data Scientist Expert at Simplilearn Curriculum
Data Scientist with SAS and Excel Certification Training
Business Analytics Foundation With SAS and Excel Tools
Business Analytics Foundation With SAS and Excel Tools
Objectives
Analytics
Places Where Analytics is Applied
Topics Covered
Career Path
Thank You
Introduction to Analytics
Introduction to Analytics
Analytics Vs Analysis
What is Analytics
Popular Tools
Role of a Data Scientist
Data Analytics Methodology
Problem Definition
Summarizing Data
Data Collection
Data Dictionary
Outliers and their treatment
Quiz
Summary
Statistical Concepts And Their Applications In Business
Statistical Concepts and Their Application In Business
Descriptive Statistics
Probability Theory
Tests of Significance
Nonparametric Testing
Quiz
Basic Analytic Techniques
Basic Analytic Techniques Using SAS
Data Exploration
Case studies
Quiz
Linear Regression
Logistic Regression
Cluster Analysis
Time Series Analysis
Thank You
Quiz
Data Scientist with R Language Certification Training
Business Analytics Foundation With R Tools
Business Analytics Foundation With R Tools
Objectives
Analytics
Places Where Analytics is Applied
Topics Covered
Career Path
Thank You
Introduction to Analytics
Introduction to Analytics
analytics vs analysis
What is Analytics
Popular Tools
Role of a Data Scientist
Data Analytics Methodology
Problem Definition
Summarizing Data
Data collection
Data Dictionary
Outlier Treatment
Quiz
Statistical Concepts And Their Application In Business
Statistical Concepts And Their Application In Business
Descriptive Statistics
Probability Theory
Tests of Significance
Nonparametric Testing
Quiz
Basic Analytic Techniques Using R
Introduction
Data Exploration
Data Visualization
Pie Charts
Correlation
Analysis of variance
Chisquared test
T test
Summary
Quiz
Predictive Modelling Techniques
Predictive Modelling Techniques
Regression Analysis and Types of regression models
Linear Regression
Coefficient of determination R
How good is the model
How to find Liner regression equation
Commands to perform linear regression
Linear regression to predict sales
Case Study Linear Regression
Case Study Classification
Logistic regression
Example Logistic regression in R
Logistic Regression Predicting recurrent visits to a web site
Cluster Analysis
Command to perform clustering in R
Hierarchical Clustering
Case Study Implement K means and Hierarchical Clustering
Time Series
Cyclical versus seasonal analysis
Decomposition of Time Series
Case Study Time Series Analysis
Decomposing Non Seasonal Time Series
Exponential Smoothing
Advantages and Disadvantages of Exponential Smoothing
Exponential smoothing and forecasting in R
Example Holt Winters
White Noise
Correlogram Analysis
Box Jenkins forecasting Models
Case Study Time Series Data using ARMA
Business Case
Summary
Thank You
Business Analytics with Excel
Lesson 1: Introduction to Business Analytics
What is Analytics?
Overview of different - 2 Analytic Areas
Customer Analytics
Industry-focused Analytics
Financial Analytics
Performance Analytics
Risk Analytics
Lesson 2: Formatting, Conditional Formatting, and Important Functions
Formatting
Conditional Formatting
Logical Functions
And, If, Not, Or, True, False
Vlookup/Hlookup, Index, Match, Offset
Statistical and Mathematical Functions
Rank, Quartile, Decile, Percentile
Standard Deviation, Correlation, Mean, Median, Sum, Count, Sumifs, Countifs
Lesson 3: Analyzing Data with Pivot Tables
Pivot Table Creation
Grouping for different - 2 data types
Show and Summarize Values
Calculated Field and Calculated Items
Slicer
Lesson 4: Dashboarding
What is Dashboards and Excel Dashboard.
Overview of Chart types, Chart Formatting
Active X Form Controls
Principle of great dashboard design
Selecting Correct Chart to display data
Interactive Charts with Form Controls
Combo box, Check Box, Scroll Bar and Radio Button
Interactive Dashboard with Form Controls
Lesson 5: Analytics with Excel
Histogram
Solver Add-In
Goal Seek
Scenario Manager © Copyright 2015-2016, Simplilearn, All rights reserved.
Data Table
Descriptive Statistics
Lesson 6: Data Analysis Using Statistics
Descriptive Statistics
ANOVA
Moving Average
Testing Hypothesis
Measuring Covariance and Correlation
Distribution
Lesson 7: Power BI
Power Pivot
Power View
Power Query
Power Map
Other courses offered by Simplilearn
Student Forum
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