16 Hrs
2908+ Enrollments
Oracle Database 19c: Data Mining Techniques:
This course is designed to provide students with an understanding of data mining techniques and their practical applications. Students will learn how to use Oracle Data Mining to build and evaluate predictive models and to discover hidden patterns in large datasets.
Oracle Database 19c: Data Mining Techniques:
Overview of Course
Learn the fundamental concepts of data mining and predictive analytics to extract useful business insights from large datasets using Oracle Database 19c.
Course Highlights
Gain hands-on experience with Oracle Data Mining tools and techniques
Learn how to build and evaluate predictive models
Learn from experienced industry professionals
Key Differentiators
Personalized Learning with Custom Curriculum
Training curriculum to meet the unique needs of each individual
-
Trusted by over 100+ Fortune 500 Companies
We help organizations deliver right outcomes by training talent
-
Flexible Schedule & Delivery
Choose between virtual/offline with Weekend options
-
World Class Learning Infrastructure
Our learning platform provides leading virtual training labs & instances
-
Enterprise Grade Data Protection
Security & privacy are an integral part of our training ethos
-
Real-world Projects
We work with experts to curate real business scenarios as training projects
Skills You’ll Learn
Understanding of data mining concepts and techniques
Ability to use Oracle Data Mining tools and techniques
Ability to build and evaluate predictive models
Ability to discover hidden patterns in large datasets
Training Options
1-on-1 Training
Access to live online classes- Flexible schedule including weekends
- Hands-on exercises with virtual labs
- Session recordings and learning courseware included
- 24X7 learner support and assistance
- Book a free demo before you commit!
Corporate Training
- Everything in 1-on-1 Training plus
- Custom Curriculum
- Extended access to virtual labs
- Detailed reporting of every candidate
- Projects and assessments
- Consulting Support
- Training aligned to business outcomes
Unlock Organizational Success through Effective Corporate Training: Enhance Employee Skills and Adaptability- Choose customized training to address specific business challenges and goals, which leads to better outcomes and success.
- Keep employees up-to-date with changing industry trends and advancements.
- Adapt to new technologies & processes and increase efficiency and profitability.
- Improve employee morale, job satisfaction, and retention rates.
- Reduce employee turnovers and associated costs, such as recruitment and onboarding expenses.
- Obtain long-term organizational growth and success.
Course Reviews
Curriculum
- Understanding data mining concepts
- Familiarizing with CRISP-DM methodology for data mining
- Selecting relevant data for analysis
- Cleaning the data and removing inconsistencies
- Transforming the data into appropriate formats for analysis
- Reducing the amount of data to be analyzed
- Analyzing relationships between variables
- Conducting market basket analysis
- Applying the Apriori algorithm for association rule mining
- Understanding decision trees and their applications
- Using Naïve Bayes for classification
- Analyzing K-Nearest Neighbors for classification
- Conducting linear regression
- Understanding K-Means clustering
- Analyzing Hierarchical Clustering
- Evaluating data mining models using appropriate metrics
- Understanding how to deploy models in real-world applications
- Understanding clustering and its applications
- Creating clustering models using Oracle Data Miner
- Evaluating clustering models using different metrics
- Applying clustering models to real-world data
- Understanding market basket analysis and its applications
- Creating association rules using Oracle Data Miner
- Evaluating association rules using different metrics
- Applying association rules to real-world data
- Understanding anomaly detection and its applications
- Creating anomaly detection models using Oracle Data Miner
- Evaluating anomaly detection models using different metrics
- Applying anomaly detection models to real-world data
- Exporting data mining models for deployment
- Using the SQL scoring function to apply models to new data
- Using the PL/SQL scoring function to apply models to new data
- Understanding the limitations and challenges of deploying data mining models in practice.
Meet the instructor and learn about the course content and teaching style.- Make informed decisions about whether to enroll in the course or not.
- Get a perspective with a glimpse of what the learning process entails.
Description
Target Audience:
- Data analysts
- Business analysts
- Data scientists
- Database developers
- IT professionals
Prerequisite:
- Knowledge of SQL
- Familiarity with database concepts
Benefits of the course:
- Gain in-demand skills for data mining and predictive analytics
- Boost your career prospects with valuable skills
- Learn from experienced industry professionals
- Hands-on experience with Oracle Data Mining tools and techniques
Exam details to pass the course:
- No exam required.
- Course completion certificate will be provided.
Certification path:
- There are no specific certifications associated with this course.
Career options:
- Data analyst
- Business analyst
- Data scientist
- Database developer
- IT professional
Why should you take this course from Skillzcafe:
Learn from experienced industry professionals- Hands-on experience with Oracle Data Mining tools and techniques
- Flexible learning options
- Affordable pricing
- Course completion certificate
FAQs
The course is about learning how to use Oracle Data Mining, a component of Oracle Advanced Analytics, to build and apply predictive models.
Basic understanding of data mining concepts and techniques
Familiarity with data warehousing concepts and Oracle Database
Provide your workforce with top-tier corporate training programs that empower them to succeed. Our programs, led by subject matter experts from around the world, guarantee the highest quality content and training that align with your business objectives.
-
1500+
Certified Trainers
-
200+
Technologies
-
2 Million+
Trained Professionals
-
99%
Satisfaction Score
-
2000+
Courses
-
120+
Countries
-
180+
Clients
-
1600%
Growth
Live Chat