Prompt Engineering for Data Extraction and Analysis (Beta)
Last Updated 10/07
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Courses
7 Courses
Time to complete
03 Hours 15 Minutes
Skill level
Scale
Language
English
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Embark on a dynamic learning journey exploring NLP, AI, and automation. Guided by experts, dive into advanced topics, hands-on exercises, and ethical AI practices. Become a trailblazer in data extraction, leveraging generative AI for transformative, informed decisions. Join the thrilling expedition into innovation!
Embark on a dynamic learning journey in 'Prompt Engineering for Data Extraction and Analysis.' Tailored for business enthusiasts and tech aficionados, the program explores the intersection of natural language processing, AI, and automation. Guided by industry experts, it dives into advanced topics, including hands-on exercises and ethical AI practices. Become a trailblazer in data extraction and analysis, leveraging generative AI models to reshape automation workflows. This transformative experience empowers you to make informed, data-driven decisions and redefine the boundaries of possibility. Join us on this thrilling expedition into innovation!
You'll learn to
Execute natural language processing and extract valuable insights from unstructured data.- Use artificial intelligence to enhance automation workflows, streamline processes, and improve overall efficiency.
- Demonstrate variational autoencoders and their application in anomaly detection to identify irregularities and potential issues within datasets using advanced generative models.
- Implement the power of natural language generation to automate report writing and content creation to generate human-like text based on data insights.
- Apply the concept of persona modeling and how it can be leveraged for automating personalized and targeted report generation.
Modules
7 Courses 3 Hours 15 Minutes
1
Natural Language Processing for Data Extraction and AnalysisIntermediate 15 Minutes
Embark on a thrilling NLP journey with Automation Anywhere! Explore core concepts, real-world applications, and revolutionize automation tasks. Dive into technical processes for impactful implementation. Join us on an exciting adventure!
Intermediate 
15 Minutes 
Pathfinder Academy Video2
Introduction to AI-Enhanced Process AutomationBeginner 15 Minutes
Explore cognitive automation and Generative AI in Automation Anywhere to grasp their application and master AI-driven automation.
Beginner 15 Minutes Pathfinder Academy Video3
Variational Autoencoders for Anomaly DetectionIntermediate 25 Minutes
Dive into Variational Autoencoders (VAEs) integrated with Automation Anywhere for anomaly detection. VAEs excel in modeling normal data, spotting anomalies through reconstruction errors. The process includes data collection, preprocessing, model training, real-time inference, and automated responses. Best practices involve Generative AI collaboration, continuous learning, threshold calibration, privacy measures, and transparent decision-making. Persona modeling enhances anomaly detection, delivering personalized responses for a stellar user experience.
Intermediate 25 Minutes Pathfinder Academy Video4
Anomaly Detection and Generative AI ExerciseIntermediate 35 Minutes
Explore network traffic monitoring with Automation Anywhere & Generative AI. Learn anomaly detection, dataset analysis, & fortify security protocols.
Intermediate 35 Minutes Pathfinder Academy Video5
Getting Started with Natural Language GenerationIntermediate 10 Minutes
Discover NLG's pivotal role in Automation Anywhere, converting structured data to human-like narratives for efficient report creation. Learn step-by-step processes, recognize their significance, and explore popular tools, revolutionizing report handling seamlessly.
Intermediate 10 Minutes Pathfinder Academy Video6
Introduction to Persona Modeling for Report AutomationIntermediate 10 Minutes
Dive into Persona Modeling with NLG and Automation Anywhere! Craft personalized reports, master data segmentation, and grasp best practices for an engaging experience.
Intermediate 10 Minutes Pathfinder Academy Video7
Persona Modeling with CoPilot and Gen AI ExerciseIntermediate 1 Hours 25 Minutes
Utilizing copilot and Gen AI to demonstrate a customer service agent tailoring responses to customers.
Intermediate 01 Hours 25 Minutes Pathfinder Academy Video