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
| Language | English |
|---|---|
| Qualifications of the Instructor | Certified |
| Course Format and Length | Teaching videos with subtitles, interactive elements and assignments and tests |
| Lesson duration | 3:32 Hours |
| Progress monitoring | Yes |
| Access to Material | 365 days |
| Technical Requirements | Computer or mobile device, Stable internet connections Web browsersuch as Chrome, Firefox, Safari or Edge. |
| Support or Assistance | Helpdesk and online knowledge base 24/7 |
| Certification | Certificate of participation in PDF format |
| Price and costs | Course price at no extra cost |
| Cancellation policy and money-back guarantee | We assess this on a case-by-case basis |
| Award Winning E-learning | Yes |
| Tip! | Provide a quiet learning environment, time and motivation, audio equipment such as headphones or speakers for audio, account information such as login details to access the e-learning platform. |
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