Course information

Generative AI for Data Analyst Training Course Outline

Module 1: Introduction to Generative AI

  • What is Generative AI?
  • Role of Generative AI in Data Analysis
  • Applications of Generative AI in Data Analysis
  • Generative AI Techniques

Module 2: Generative Models

  • Understanding Generative Models
  • Types of Generative Models
  • Generative Adversarial Networks (GANs)
  • Variational Autoencoders (VAEs)
  • Flow-Based Models

Module 3: Natural Language Processing (NLP) with Generative AI

  • Generative AI in NLP
  • Text Generation with GPT-3
  • Language Modelling
  • Sentiment Analysis
  • Text Summarisation

Module 4: Image Generation

  • Image Generation with GANs
  • Image-to-Image Translation
  • Image Super-Resolution
  • Data Augmentation

Module 5: Time-Series Data Analysis

  • Time-Series Prediction
  • Sequence Generation
  • Anomaly Detection
  • Financial Forecasting
  • Real-world Applications

Module 6: Data Privacy and Ethics

  • Privacy Concerns in Generative AI
  • Ethical Considerations
  • GDPR and Data Protection
  • Bias and Fairness
  • Responsible AI Practices

Module 7: Model Evaluation and Interpretability

  • Evaluating Generative Models
  • Metrics for Model Assessment
  • Interpreting Model Outputs
  • Debugging and Fine-Tuning
  • Model Explainability

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Who should attend this Generative AI for Data Analyst Training Course?

The Generative AI for Data Analyst Training Course is intended for anyone seeking to enhance their data analytics skills with generative AI techniques. This course is especially advantageous for the following professionals:

  • Data Scientists
  • Business Analysts
  • Data Engineers
  • Machine Learning Enthusiasts
  • Business Intelligence Analysts
  • Marketing Analysts
  • Financial Analysts

Prerequisites of the Generative AI for Data Analyst Training Course

There are no formal prerequisites for attending this Generative AI for Data Analyst Training Course.

Generative AI for Data Analyst Training Course Overview

Generative AI enables analysts to create synthetic data, including natural language and images, enhancing their ability to analyse and interpret diverse datasets. By incorporating generative AI, Data Analysts can contribute significantly to improved decision-making processes within organisations.

Understanding Generative AI is imperative for Data Analysts, and mastering this subject is particularly crucial for professionals seeking to stay at the forefront of Artificial Intelligence. Those aiming to navigate the complexities of modern data analysis will find this training invaluable, as it opens doors to diverse career opportunities. From Data Scientists to Analysts, individuals can gain a competitive edge in their respective roles by acquiring expertise in generative AI.

The Knowledge Academy's 1-day Generative AI for Data Analyst Training Course is a transformative experience for delegates, offering a comprehensive understanding of generative AI's practical applications. Delegates will learn to create and manipulate data using generative models, enabling them to analyse patterns, interpret data effectively, and construct predictive models.

Course Objectives

  • To understand the fundamental principles of Generative AI for Data Analysis
  • To explore various Generative AI models and their applications in data analytics
  • To learn how to generate and manipulate textual data using AI techniques
  • To gain proficiency in applying generative models for image data analysis
  • To develop various skills to interpret data patterns and anomalies using AI
  • To learn how to apply Generative AI to enhance predictive modelling capabilities
  • To prepare Data Analysts for a career enriched with generative AI expertise

Upon completion of this course, delegates will emerge with a profound understanding of Generative AI, equipped to apply advanced techniques in data analysis. This newfound expertise positions them as valuable assets in their organisations, capable of driving innovation and contributing significantly to the evolving field of AI in data analysis.

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What’s included in this Generative AI for Data Analyst Training Course?

  • World-Class Training Sessions from Experienced Instructors
  • Generative AI for Data Analyst Certificate
  • Digital Delegate Pack

Why choose us

Our Denver venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Denver is the capital of the American state of Colorado and located in the South Platte River Valley in between the Rocky Mountains and the High Plains. With a population of just under 700,000 and Denver is nicknamed the ‘mile high city’ because it is more or less 1 mile above sea level.

 

Because of Denver’s location there are a lot of mining and energy companies based here. As it is located in the mountain time zone, many telecommunication businesses are also set up in Denver as they can communicate with; North America, South America, Asia and Europe in the same business day.


Some iconic places in Denver include Ellie Caulkins Opera House and the Denver Art Museum which is the second largest performing arts centre in the nation. Sport plays a big part of Denver’s make up with professional sports teams across 8 different sports. There are a few higher education facilities including; a campus for the University of Colorado, Metropolitan State University of Denver and the Community College of Denver.

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Address

Denver Place, 

999 18th Street, Suite 3000,

Denver, 

Colorado, 

United States

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Artificial Intelligence Tools Training | Generative AI For Data Analyst Training Course in Denver. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Artificial Intelligence Tools Training | Generative AI For Data Analyst Training Course in Denver, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Artificial Intelligence Tools Training | Generative AI For Data Analyst Training Course in Denver FAQs

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The training fees for certification in Denver starts from $2495
The Knowledge Academy is the Leading global training provider for .
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High quality resources

Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

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