Data Mining and Decision Making Training





Data Mining and Decision Making Training
Data Mining and Decision Making E-Learning Training Certified Teachers Exam Quizzes Assessments Test Exam Live Labs Tips Tricks Certificate.
Read more- Brand:
- Data Science
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Data Mining and Decision Making E-Learning
Order this unique E-Learning course Data Mining and Decision Making online, 1 year 24/7 access to rich interactive videos, speech, progress monitoring through reports and tests per chapter to test the knowledge directly.
Course content
Data Mining and Decision Making: Modern Data Science Lifecycle
Course: 54 Minutes
- Course Overview
- Data Science vs. Data Analysis
- Data Science Project Steps and Processes
- Establishing Data Science Project Business Value
- Data Preparation Processes
- Using Descriptive Analysis to Drive Decision-making
- Using Predictive Analytics to Drive Decision-making
- Interpreting Predictive Models in a Business Context
- Machine Learning: Model Validation
- Machine Learning: Model Implementation
- Case Study: Data-driven Decision-making
- Course Summary
Data Mining and Decision Making: Data Preparation & Predictive Analytics
Course: 41 Minutes
- Course Overview
- Common Industrial and Commercial Data Sources
- Data Collection Skills and Methods
- Data Validation Best Practices
- Data Cleaning Techniques
- Data Exploration: Summary Statistics
- Data Exploration: Summary Statistics II
- Data Exploration: The Power of Visualization
- Data Exploration: Advanced Visualization
- Feature Engineering: Feature Generation
- Feature Engineering: Feature Reduction
- Course Summary
Data Mining and Decision Making: Data Mining for Answering Business Questions
Course: 1 Hour, 3 Minutes
- Course Overview
- Data Science, Data Analytics, and Machine Learning
- Machine Learning Engineer vs. Data Science
- Types of Machine Learning
- How Do Machine Learning Algorithms Work?
- Data Mining: Association Rules
- Data Mining: Anomaly Detection
- Data Mining: Customer Segmentation
- Case Study: Walmart and Market Basket Analysis
- Case Study: Customer Segmentation Analysis
- Importance of Predictive Analysis in Business
- Course Summary
Data Mining and Decision Making: Predictive Analytics for Business Strategies
Course: 57 Minutes
- Course Overview
- Data, Deep Learning, and Artificial Neural Networks
- Artificial Neural Networks
- Business Problems: Regression
- Business Problems: Classification
- Business Problems: Time Series
- Business Problems: Actionable Recommender Systems
- Recurrent and Convolutional Neural Networks
- Natural Language Processing (NLP)
- Computer Vision
- World of Analytics: Integrated Futuristic Vision
- Course Summary
Lesson duration | 3:32 hours |
---|---|
Language | English |
Certificate of participation | Yes |
Online access | 365 days |
Progress monitoring | Yes |
Award Winning E-learning | Yes |
Suitable for mobile | Yes |
Purchase | One-time fee |
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