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Item number: 128329991

Data Mining and Decision Making Training

Item number: 128329991

Data Mining and Decision Making Training

159,00 192,39 Incl. tax

Data Mining and Decision Making E-Learning Training Certified Teachers Exam Quizzes Assessments Test Exam Live Labs Tips Tricks Certificate.

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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
Availabilty 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

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