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SAS DATA SCIENCE
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4.4 (2397 Ratings)
The SAS Data Science course is designed for learners who want to build practical skills in data science, analytics, and machine learning using SAS. The training covers data preparation, statistical analysis, data visualization, predictive modeling, machine learning techniques, and real-world business applications. Through hands-on projects and practical datasets, students learn how to analyze complex data, generate actionable insights, and support data-driven decision-making. As organizations continue to rely on advanced analytics, this course is ideal for data analysts, aspiring data scientists, business analysts, statisticians, students, and IT professionals looking to build a career in data science using SAS.
Duration of Training : Hours
Batch type : Weekdays/Weekends
Mode of Training : Classroom/Online/Corporate Training
Detailed Syllabus • Hands-on Labs • Assignments • Support-Focused • Implementation
Overview
The Syllabus
Curriculum Designed by Experts
Target Audience
• Data Analysts
• Data Scientists
• Business Analysts
• SAS Programmers
• Statistical Analysts
• Healthcare & Clinical Data Analysts
• Banking & Risk Analysts
Module 1: Introduction to Data Science & SAS
Topics
• Data Science Fundamentals
• Data Science Lifecycle
• SAS Platform Overview
• SAS Architecture
• SAS Studio
• SAS Enterprise Guide
• SAS Libraries
• SAS Data Sets
• SAS Environment Setup
• Data Types in SAS
Assignment
• Install and Configure SAS Environment
Job-Oriented Scenario
• Understanding Enterprise Data Analytics Environment
Module 2: SAS Programming Fundamentals
Topics
• DATA Step Processing
• Variables and Attributes
• Input and Output Statements
• SAS Functions
• Conditional Processing
• Loops
• Arrays
• Formats and Informats
• Date and Time Functions
• User-Defined Formats
Labs
• Customer Data Processing
Assignment
• Employee Information Management
Job-Oriented Scenario
• Data Transformation for Banking Customers
Module 3: Data Manipulation and Data Preparation
Topics
• Data Import Techniques
• Data Export Techniques
• Reading Excel Files
• Reading CSV Files
• Data Cleaning
• Missing Value Handling
• Duplicate Removal
• Data Validation
• Data Standardization
• Data Merging
• Data Concatenation
• Data Transposition
Labs
• Customer Data Cleansing
Assignment
• Sales Data Transformation
Job-Oriented Scenario
• Preparing Enterprise Data for Analytics
Module 4: Advanced SAS Programming
Topics
• Enterprise Risk Management
• Risk Registers
• Risk Identification
• Risk Assessment Methodologies
• Risk Scoring Models
• Inherent Risk
• Residual Risk
• Risk Response Planning
• Risk Indicators
• Risk Monitoring
• Risk Heat Maps
Lab
• Create Enterprise Risk Register
Assignment
• Cyber Risk Assessment Program
Job Scenario
• IT Risk Management Implementation
Module 5: Statistics for Data Science
Topics
• Descriptive Statistics
• Inferential Statistics
• Probability Concepts
• Sampling Techniques
• Hypothesis Testing
• Confidence Intervals
• Correlation Analysis
• Covariance Analysis
• ANOVA
• Chi-Square Testing
Labs
• Customer Behavior Analysis
Assignment
• Market Survey Analysis
Job-Oriented Scenario
• Business Decision Analytics
Module 6: Exploratory Data Analysis (EDA)
Topics
• Data Profiling
• Data Distribution Analysis
• Outlier Detection
• Pattern Recognition
• Correlation Analysis
• Feature Analysis
• Trend Analysis
Labs
• Retail Data Analysis
Assignment
• Insurance Customer Analysis
Job-Oriented Scenario
• Customer Segmentation Study
Module 7: Data Visualization using SAS
Topics
• PROC SGPLOT
• PROC SGSCATTER
• PROC SGPANEL
• Bar Charts
• Pie Charts
• Histograms
• Box Plots
• Scatter Plots
• Heat Maps
• Interactive Dashboards
Labs
• Executive Dashboard Creation
Assignment
• Sales Performance Dashboard
Job-Oriented Scenario
• Management Reporting Solutions
Module 8: Predictive Analytics with SAS
Topics
• Predictive Modeling Concepts
• Data Preparation for Models
• Feature Selection
• Model Evaluation
• Classification Models
• Regression Models
• Forecasting Models
Labs
• Loan Approval Prediction
Assignment
• Customer Churn Prediction
Job-Oriented Scenario
• Banking Risk Prediction
Module 9: Machine Learning using SAS
Topics
• Supervised Learning
• Unsupervised Learning
• Linear Regression
• Logistic Regression
• Decision Trees
• Random Forest
• Gradient Boosting
• K-Means Clustering
• Hierarchical Clustering
• PCA
Labs
• Fraud Detection Model
Assignment
• Product Recommendation System
Job-Oriented Scenario
• Customer Retention Analytics
Module 10: SAS Enterprise Miner
Topics
• Enterprise Miner Architecture
• Data Source Creation
• Data Partitioning
• Variable Selection
• Model Building
• Model Comparison
• Model Deployment
Labs
• Predictive Analytics Project
Assignment
• Banking Risk Assessment Model
Job-Oriented Scenario
• Credit Scoring System
Module 11: Time Series & Forecasting
Topics
• Time Series Concepts
• Trend Analysis
• Seasonal Analysis
• Forecasting Techniques
• ARIMA Models
• Exponential Smoothing
• Demand Forecasting
Labs
• Sales Forecasting
Assignment
• Retail Inventory Forecasting
Job-Oriented Scenario
• Demand Prediction Platform
Module 12: Text Analytics & NLP
Topics
• Text Mining
• Sentiment Analysis
• Text Classification
• Topic Modeling
• Keyword Extraction
• Natural Language Processing Basics
Labs
• Customer Feedback Analysis
Assignment
• Social Media Sentiment Analysis
Job-Oriented Scenario
• Brand Monitoring System
Module 13: Big Data Analytics with SAS
Topics
• Hadoop Integration
• Spark Integration
• Distributed Processing
• SAS Viya Overview
• In-Memory Analytics
• Large Scale Data Processing
Labs
• Big Data Processing Project
Assignment
• Enterprise Data Analysis
Module 14: SAS Viya for Data Science
Topics
• SAS Viya Architecture
• Visual Analytics
• Model Studio
• Automated Machine Learning
• Model Deployment
• Cloud Analytics
Labs
• End-to-End Data Science Pipeline
Assignment
• Automated Prediction System
Module 15: Model Deployment & MLOps
Topics
• Model Validation
• Model Monitoring
• Model Governance
• Model Deployment Strategies
• API Integration
• Model Lifecycle Management
Labs
• Production Model Deployment
Assignment
• Model Monitoring Dashboard
Job-Oriented Scenario
• Enterprise AI Deployment
Module 16: Domain-Based Analytics
Banking Analytics
• Credit Risk Analysis
• Loan Default Prediction
• Customer Segmentation
Healthcare Analytics
• Patient Risk Analysis
• Clinical Data Analytics
Retail Analytics
• Customer Analytics
• Demand Forecasting
Insurance Analytics
• Claim Prediction
• Fraud Analytics
Module 17: Reporting & Business Intelligence
Topics
• SAS Reports
• Automated Reporting
• KPI Dashboards
• Executive Dashboards
• Data Storytelling
• Business Insights Presentation
Assignment
• Executive Analytics Dashboard
Module 18: Real-Time Industry Projects
Project 1
Banking Credit Risk Analytics Platform
Project 2
Customer Churn Prediction System
Project 3
Healthcare Patient Risk Prediction
Project 4
Insurance Fraud Detection System
Project 5
Retail Demand Forecasting Solution
Project 6
Customer Segmentation Platform
Project 7
Financial Analytics Dashboard
Project 8
Marketing Campaign Effectiveness Analysis
Assignments
SAS Programming
• 50 Programming Assignments
• 30 Macro Programming Exercises
Statistics
• 25 Statistical Analysis Exercises
Machine Learning
• 30 Predictive Modeling Assignments
Visualization
• 20 Dashboard Development Projects
Data Science
• 15 End-to-End Analytics Projects
Real-Time Job-Oriented Scenarios
Banking
• 50 Credit Risk Scenarios
• 30 Fraud Detection Scenarios
• 25 Customer Segmentation Scenarios
Healthcare
• 30 Clinical Data Analysis Scenarios
• 20 Patient Outcome Prediction Scenarios
Retail
• 30 Sales Forecasting Scenarios
• 20 Customer Analytics Scenarios
Insurance
• 25 Claims Analysis Scenarios
• 20 Fraud Investigation Scenarios
Data Science
• 50 Data Cleaning Scenarios
• 40 Predictive Analytics Scenarios
• 30 Model Deployment Scenarios
Interview Preparation
SAS Programming
• 500+ Interview Questions
SAS Advanced Programming
• 300+ Questions
Statistics
• 250+ Questions
Machine Learning
• 300+ Questions
SAS Enterprise Miner
• 150+ Questions
Scenario-Based Interviews
• Banking Analytics
• Healthcare Analytics
• Retail Analytics
• Insurance Analytics
Mock Interviews
• SAS Programmer
• SAS Data Analyst
• SAS Data Scientist
• SAS Consultant
• SAS Analytics Specialist
Recommended Certifications
• SAS Certified Specialist: Base Programming Using SAS 9.4
• SAS Certified Professional: Advanced Programming Using SAS 9.4
• SAS Certified Data Scientist
• SAS Certified AI & Machine Learning Professional
Enquire Now
Why Radical Technologies
Live Online Training
Highly practical oriented training
Installation of Software On your System
24/7 Email and Phone Support
100% Placement Assistance until you get placed
Global Certification Preparation
Trainer Student Interactive Portal
Assignments and Projects Guided by Mentors
And Many More Features
Course completion certificate and Global Certifications are part of our all Master Program
Live Classroom Training
Weekend / Weekdays / Morning / Evening Batches
80:20 Practical and Theory Ratio
Real-life Case Studies
Easy Coverup if you missed any sessions
PSI | Kryterion | Redhat Test Centers
Life Time Video Classroom Access ( coming soon )
Resume Preparations and Mock Interviews
And Many More Features
Course completion certificate and Global Certifications are part of our all Master Program
Self Paced Training
Self Paced Learning
Learn 300+ Courses at Your Own Time
50000+ Satisfied Learners
Course Completion Certificate
Practical Labs Available
Mentor Support Available
Doubt Clearing Session Available
Attend Our Virtual Job Fair
10% Discounted Global Certification
Course completion certificate and Global Certifications are part of our all Master Program
Like the Curriculum ? Let's Get Started
Global Certification
Radical Technologies is the leading IT certification institute in Kochi, offering a wide range of globally recognized certifications across various domains. With expert trainers and comprehensive course materials, it ensures that students gain in-depth knowledge and hands-on experience to excel in their careers. The institute’s certification programs are tailored to meet industry standards, helping professionals enhance their skillsets and boost their career prospects. From cloud technologies to data science, Radical Technologies covers it all, empowering individuals to stay ahead in the ever-evolving tech landscape. Achieve your professional goals with certifications that matter.
career services
At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalized resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career. Join us and let your journey to a successful future begin with the right support.
At Radical Technologies, we ensure you’re ready to shine in any interview. Our comprehensive Interview Preparation program includes mock interviews, expert feedback, and tailored coaching sessions to build your confidence. Learn how to effectively communicate your skills, handle technical questions, and make a lasting impression on potential employers. With our guidance, you’ll walk into your interviews prepared and poised for success.
At Radical Technologies, we believe that a strong professional profile is key to standing out in the competitive IT industry. Our Profile Building services are designed to highlight your unique skills and experiences, crafting a resume and LinkedIn profile that resonate with employers. From tailored advice on showcasing your strengths to tips on optimizing your online presence, we provide the tools you need to make a lasting impression. Let us help you build a profile that opens doors to your dream career.
- Course Completed ?
- Need Interview Supports?
- Need Job Assistance?
- Came from Any Other Institute ?
- Join our Brush up Session & Get Support until You find a Job!
Radical Learning Eco-System
Exam simulator
Cloud SandBox
Hands - on Cloud Lab
Developer Coding Ground
Testimonials
Our Alumni
Online Batches Available for the Areas
Kochi | Fort Kochi | Mattancherry | Ernakulam | Marine Drive | Kakkanad | Palarivattom | Kadavanthra | Chullikkal | Elamakkara | Kochi Port | Vyttila | Aluva | Thrippunithura | Panampilly Nagar | Edappally | Kothad | Njarackal
SAS Data Science Course Certification with Training In Kochi
At Radical Technologies, we are committed to providing world-class Azure Data Engineer Training in Bangalore, helping aspiring data professionals master the skills needed to excel in the rapidly growing field of cloud data engineering. As the leading institute for Azure Data Engineer Course In Bangalore, we offer comprehensive, hands-on training designed to meet the demands of today’s data-driven organizations.
Our Azure Data Engineer Training Bangalore program covers every aspect of the Azure Data Engineer Syllabus, ensuring that students receive in-depth knowledge of data architecture, data processing, and data storage on Microsoft Azure. Whether you prefer attending classes in-person or via Azure Data Engineer Online Training, Radical Technologies provides flexible learning options to suit your needs.
Our Azure Data Engineering Training is renowned for its practical, real-world approach. Students have access to an industry-leading Azure Data Engineer Bootcamp, which combines theory and hands-on labs to ensure they are fully prepared for their certification exams. The Microsoft Azure Data Engineer Training is tailored to cover all key topics, from data integration to security, and is led by experienced professionals who are experts in their field.
For professionals and organizations seeking Azure Data Engineering Corporate Training, we offer tailored courses that address specific business needs. Our Azure Data Engineering Corporate Training Course ensures that teams gain practical experience in building scalable, secure, and efficient data solutions on Azure.
At Radical Technologies, our Azure Data Engineer Courses are structured to ensure that both beginners and experienced professionals alike can enhance their knowledge. The Azure Data Engineer Certification Training offered here equips students with the skills and credentials needed to stand out in a competitive job market.
Our institute also offers the Azure Data Engineer Full Course, which provides a comprehensive pathway for mastering Azure Data Engineering concepts and techniques. We take pride in being one of the top Azure Data Engineer Institutes in Bangalore, with a proven track record of helping students achieve their Azure Data Engineering Certification.
Whether you are looking for Azure Data Engineer Training Online or prefer our in-person classes in Bangalore, Radical Technologies is your trusted partner for career advancement in data engineering. Join us today to enroll in the Best Azure Data Engineer Course and kick-start your journey towards becoming a certified data engineer.
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