Outlier Detection Courses and Certifications

Analyzing Data with Box Plots

Master box plots by reading five-number summaries, detecting outliers with the 1.5×IQR rule, and comparing data distributions across groups using side-by-side visualizations.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Career Certificate

Data Mining Foundations and Practice

186 ratings at Coursera

Discover patterns in large-scale datasets through key data mining concepts and techniques. Learn data preprocessing, modeling, frequent pattern analysis, classification, clustering, and gain hands-on project experience.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Data Mining Methods

74 ratings at Coursera

Explore core data mining techniques including pattern analysis, classification, clustering, and outlier analysis. Learn advanced methods for complex data and discover research frontiers in the field.

• Coursera
• 1 day 25 minutes
• Self-Paced
• Paid Course

Essential Business Analytics: From Data to Insights

2953 ratings at Udemy

Learn the essentials of Business Analytics: Learn Data Visualization, Pre-processing, and More for success

• Udemy
• 1 hour 2 minutes
• Self-Paced
• Paid Course

Association Rules Analysis

12 ratings at Coursera

Explore unsupervised learning with association rules and outlier detection. Learn frequent patterns, Apriori algorithms, and outlier analysis techniques through hands-on tutorials and real-world case studies.

• Coursera
• 22 hours 56 minutes
• Self-Paced
• Paid Course

Data Analysis with Python Project

Comprehensive exploration of data analysis techniques, from classification to outlier detection, empowering learners to conduct real-world projects and make data-driven decisions.

• Coursera
• 18 hours 11 minutes
• Self-Paced
• Paid Course

SPSS For Research

2262 ratings at Udemy

SPSS data analysis made easy. Become an expert in advanced statistical analysis with SPSS.

• Udemy
• 14 hours 3 minutes
• Self-Paced
• Paid Course

Statistics with R - Beginner Level

1600 ratings at Udemy

Learn essential statistical analyses in R: data manipulation, descriptive statistics, visualization, assumption checking, and basic hypothesis testing. Gain practical skills for effective data analysis.

• Udemy
• 2 hours 49 minutes
• Self-Paced
• Paid Course

Machine Learning for Data Analysis: Unsupervised Learning

1576 ratings at Udemy

Machine Learning made simple with Excel! Unsupervised learning topics for advanced data analysis & business intelligence

• Udemy
• 2 hours
• Self-Paced
• Paid Course

Coursera

Using Descriptive Statistics to Analyze Data in R

93 ratings at Coursera

Learn to create a comprehensive data quality report in R, analyzing key statistical metrics and identifying dataset characteristics for effective preprocessing and analysis.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Understanding and Applying Text Embeddings

67 ratings at Coursera

Explore text embeddings for classification, clustering, and semantic search. Learn to build Q&A systems using Vertex AI, combining embeddings with LLM capabilities for enhanced text analysis and applications.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Coursera

PowerBI for Beginners: Data transformation

30 ratings at Coursera

Master data transformation techniques in PowerBI through hands-on practice with flight data, focusing on cleaning, merging datasets, and handling inconsistencies for effective predictive modeling and analysis.

• Coursera
• 1 hour 46 minutes
• Self-Paced
• Paid Course

Coursera

Time Series Data Visualization And Analysis Techniques

19 ratings at Coursera

Learn techniques for visualizing and analyzing time series data, including line charts, bar charts, and boxplots. Explore color mapping and methods for detecting outliers, key moments, and overall trends.

• Coursera
• 1 hour 51 minutes
• Self-Paced
• Paid Course

EDUCBA

Linear Regression & Supervised Learning in Python

14 ratings at Coursera

Master linear regression and supervised learning fundamentals through hands-on Python projects, from data analysis to model evaluation and prediction techniques.

• Coursera
• 5 hours 24 minutes
• Self-Paced
• Paid Course

Packt Career Certificate

R Ultimate 2024 - R for Data Science and Machine Learning

7 ratings at Coursera

Master R programming for data science and machine learning, covering fundamentals to advanced techniques in statistical analysis, visualization, and AI applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course