CompTIA Network+ (N10-008)
CompTIA Network+ (N10-008) $100.00
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CompTIA PenTest+ Cert Guide (PT0-002)
CompTIA PenTest+ Cert Guide (PT0-002) $100.00

Data Mining, Machine Learning, and Data Science for Practitioners

$100.00

Discover how to make the most of data with our Predictive Analytics, Data Mining, and Machine Learning course.

  • Free pre-assessment and first 2 lessons
  • 12+ Interactive Lessons | 134+ Exercises
  • 45+ Videos | 08:49+ Hours
  • Accessible on mobile and tablet too
  • Certificate of completion
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Description

About This Course

This Predictive Analytics course teaches practitioners how data can work magic in decision-making, We’ll guide you through essential topics like data preprocessing, algorithms basics, and big data, all while keeping it fun and engaging. You’ll explore powerful tools for text analytics and sentiment analysis, learn how to create decision trees, and even get hands-on with popular techniques like k-means clustering. Use what you learn to turn data into real-world results that dazzle and impress.

Skills You’ll Get

  • Learn various methods for discovering patterns and insights in data 
  • Gain the ability to create and validate models that predict future outcomes
  • Apply popular algorithms, such as k-nearest Neighbor, Naive Bayes, and linear regression 
  • Classify tasks by creating and analyzing decision trees 
  • Use k-means clustering and understand its applications 
  • Exploring text analytics and sentiment analysis to extract insights from textual data 
  • Learn how to assess model performance and make improvements 
  • Develop skills to visually present data and analyze results effectively 
  • Gain practical experience with tools like KNIME and Python for data analysis