Anomaly Detection Courses and Certifications

Data Processing and Manipulation

Learn essential data processing techniques: handling missing values, detecting outliers, sampling, dimension reduction, scaling, discretization, and using data cubes and pivot tables for efficient analysis and decision-making.

• Coursera
• 1 day 4 hours 43 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

AI Workflow: Feature Engineering and Bias Detection

82 ratings at Coursera

Learn feature engineering, bias detection, and unsupervised learning techniques for AI workflows. Gain skills in handling class imbalances, dimension reduction, and data visualization for effective pattern recognition and data mining.

• Coursera
• 12 hours 16 minutes
• Self-Paced
• Paid Course

AI Security Essentials

1451 ratings at Udemy

Master essential security practices for AI systems, from protecting models and datasets to addressing ethical concerns and regulatory requirements while gaining expertise in emerging threats from generative AI.

• Udemy
• 2 hours 44 minutes
• Self-Paced
• Paid Course

Career Certificate

Cyber Security: Essentials for AI

40 ratings at Coursera

Master AI-driven cyber defense, secure AI systems from threats, and implement robust data protection frameworks in this comprehensive specialization from Macquarie University.

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

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

Advanced Data Analysis with Generative AI

58 ratings at Coursera

Master advanced data analysis techniques using generative AI for predictive modeling, time-series forecasting, text analysis, and anomaly detection. Enhance your ability to uncover hidden patterns and extract valuable insights from complex datasets.

• Coursera
• 16 hours 41 minutes
• Self-Paced
• Paid Course

Cyber Security: Application of AI

10 ratings at Coursera

Discover how AI and ML revolutionize cyber defense through hands-on threat detection, network analysis, malware identification, and adversarial attack mitigation techniques.

• Coursera
• 16 hours 4 minutes
• Self-Paced
• Paid Course

AI for Cyber Security

Discover how AI and ML revolutionize cyber defense through hands-on threat detection, network analysis, malware identification, and adversarial attack mitigation techniques.

• Coursera
• 14 hours 51 minutes
• Self-Paced
• Paid Course

Career Certificate

AI-Powered Cybersecurity

Master AI-powered cybersecurity by building ML models to detect threats, defend against adversarial attacks, and execute structured incident response with operational confidence.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

Clean Your Data

37 ratings at Coursera

Master essential data cleaning techniques including handling missing values, outliers, categorical encoding, and input validation using Python for robust analysis.

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

Generative AI: Elevate your Business Intelligence Career

36 ratings at Coursera

Leverage generative AI across BI lifecycle: data handling, analysis, visualization, and reporting. Learn ethical considerations and future trends through hands-on labs and real-world case studies.

• Coursera
• 10 hours 9 minutes
• Self-Paced
• Paid Course