Generative AI for Data Analytics
Multiple dates

Generative AI for Data Analytics

Learn how data scientists utilize generative AI tools such as GPT-3.5, ChatCSV, and Tomat AI for efficient querying and data preparation.

By PCWorkshops

Location

Online

Refund Policy

Contact the organiser to request a refund.

About this event

  • Event lasts 3 hours

Generative AI for Data Analytics


What you will learn:

Master the selection of appropriate generative AI tools for diverse data science tasks.

  • Apply generative AI prompt techniques to generate, augment datasets, and refine machine learning models.
  • Learn about AI Tools
  • Investigate real-world examples.
  • Participate in hands-on labs and projects to practice generative AI methods


Course Outline:

INTRO:

Introduction and Applications of Generative AI :

  • Overview of Generative AI
  • History and Evolution of Generative AI
  • Capabilities of Generative AI
  • Applications of Generative AI


AI TOOLS:

General Generative AI Tools:

  • Tools for Text Generation
  • Tools for Image Generation
  • Tools for Audio and Video Generation
  • Tools for Code Generation

Generative AI Tools for Data:

  • Demo: Generative AI for Data Generation
  • Demo: Generative AI for Data Augmentation
  • Demo: Generative AI in Data Preparation
  • Demo: Data Cleaning with AI
  • Demo: Generative AI for Querying Databases

AI Tool for Data Model Building

  • Demo Generative AI for Data Insights
  • Demo Generative AI for Data Visualization
  • Generative AI Tools for Model Development

LLMs

  • Understanding LLMs and Their Training
  • Basic Concepts of Agents and Evaluations


PROMPTS

Generative AI Prompt Engineering for Data Scientists :

  • Understanding Prompts
  • Introduction to Prompt Engineering
  • Best Practices for Prompt Creation
  • Common Tools for Prompt Engineering

Prompt Engineering Techniques and Approaches : •

  • Text-to-Text Prompt Techniques
  • Interview Pattern Approach
  • Chain of Thought Approach
  • Tree of Thought Approach
  • Text-to-Image Prompt Techniques
  • Prompt Hacks


AI Ethics :

  • Responsible Generative AI Considerations
  • Implementing Ethical AI Across Various Industries
  • Understanding the Limitations of Generative AI
  • Addressing Issues and Concerns Related to Generative AI

M ore questions? Contact us

Frequently asked questions

Where

Online : https://meet.goto.com/900713413

Prerequisites

Python basics

Software Downloads Required

Anaconda.com

Tags

Organised by

PCWorkshops

At PCWorkshops, we offer instructor-led online courses in our Live Virtual Classroom. We cover Java programming, Python Coding, Database Development, SQL, Data Analytics and MS Project.

More about us:

training@pcworkshopslondon.co.uk

  • Our classes are instructor led, in our Live Virtual Classroom
  • Courses well developed by registered, qualified instructors with a wealth of experience in software development and training.
  • The maximum groups size that can access our Virtual Classroom, is 4.
  • Every one gets personalised attention.

Why learn with us at PCWorkshops:

  • Excellent, up-to-date courses, following latest trends and technologies.
  • Excellent trainers with professional experience.

Award Winning Trainer

We offer Training Courses in Software Packages:

  • Java Programming
  • Python Programming, Python data analytics, Python Machine Learning
  • Database design and Data Normalisation
  • SQL Courses
  • Data Analysis and 
  • MS Excel, data analyses with Excel. Excel VBA
  • Access Database Courses.
  • MS Project Training
  • MS Office Training

Our Style:

  • Relaxed, Practical, Useful

Methods of instruction:

  • Classroom training with max class-size 4 people
  • Virtual classrooms via online video links
  • 1-1 mentoring
  • Customised training

Certification:

Our PCWorkshops certificates are assessment based.Our Java course outlines are aligned with Oracle courses. We assist with exam prep for the prestigious, international Oracle Certified Associate qualification.

Our clients are:

Data analysts and all others who use large sets of dataSoftware companies, testing companies, companies employing software developersCoders and new coders who need Accredited Java qualification

Customisation:

We can tailor all our courses. Email to customise location, times, content.

 

 Terms and Conditions:

By booking a course with us, you agree to the terms and conditions specified on our website: https://pcworkshopslondon.co.uk/termsandconditions.html

 

2 for 1 deal
From £53.69
Multiple dates