Otavio

“The learning paths on Dataquest are incredible. They give you a direction through the learning process – you don’t have to guess what to learn next.”

Otávio Silveira

Data Analyst @ Hortifruti

Course overview

Artificial Intelligence is redefining the landscape of technology and communication. In this course, you’ll gain a foundational understanding of AI, machine learning, deep learning, natural language processing, and chatbots. Discover how to craft effective prompts and interact with chatbots like Chandra to maximize their potential in educational, work, and personal projects. By the end of this course, you’ll have hands-on experience with Chandra and be inspired to explore further into AI and data science.

Key skills

  • Understanding the basics of AI, machine learning, deep learning, and natural language processing
  • Learning effective interaction techniques with AI chatbots
  • Exploring practical applications of AI chatbots in various fields
  • Hands-on experience with Dataquest's AI chatbot, Chandra
  • Discovering further learning opportunities in AI and data science

Course outline

AI Chatbots: Harnessing the Power of Large Language Models with Chandra [3 lessons]

Introduction to AI Chatbots with Chandra 2h

Lesson Objectives
  • Learn the basics of AI, machine learning, deep learning, natural language processing, large language models, and chatbots
  • Understand how AI chatbots are trained and function
  • Define the terms conversational AI, tokens, and hallucination
  • Differentiate imperative programming from declarative programming
  • Use Chandra to find and fix a Python coding error

Capabilities and Limitations of AI Chatbots 2h

Lesson Objectives
  • Define context window and its impact on AI chatbot interactions
  • Examine the role of training data in AI chatbot performance
  • Discover the multilingual capabilities of AI chatbots
  • Analyze the limitations of AI chatbots in understanding human emotions
  • Use Chandra to make a block of provided code more Pythonic

Managing Effective Interactions with AI Chatbots 2h

Lesson Objectives
  • Differentiate a good prompt from a bad one
  • Control tone, style, and format of the output from AI chatbots
  • Practice using direct instruction, Socratic questioning, iterative refinement, contextual, and example-based prompting techniques
  • Apply techniques to help avoid hallucinations
  • Use Chandra to create a data visualization from provided data

The Dataquest guarantee

Guarantee

Dataquest has helped thousands of people start new careers in data. If you put in the work and follow our path, you’ll master data skills and grow your career.

Money

We believe so strongly in our paths that we offer a full satisfaction guarantee. If you complete a career path on Dataquest and aren’t satisfied with your outcome, we’ll give you a refund.

Master skills faster with Dataquest

Go from zero to job-ready

Go from zero to job-ready

Learn exactly what you need to achieve your goal. Don’t waste time on unrelated lessons.

Build your project portfolio

Build your project portfolio

Build confidence with our in-depth projects, and show off your data skills.

Challenge yourself with exercises

Challenge yourself with exercises

Work with real data from day one with interactive lessons and hands-on exercises.

Showcase your path certification

Showcase your path certification

Share the evidence of your hard work with your network and potential employers.

Grow your career with
Dataquest.

98%
of learners recommend
Dataquest for career advancement
4.85
Dataquest rating
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$30k
Average salary boost
for learners who complete a path
Aaron

Aaron Melton

Business Analyst at Aditi Consulting

“Dataquest starts at the most basic level, so a beginner can understand the concepts. I tried learning to code before, using Codecademy and Coursera. I struggled because I had no background in coding, and I was spending a lot of time Googling. Dataquest helped me actually learn.”

Jessi

Jessica Ko

Machine Learning Engineer at Twitter

“I liked the interactive environment on Dataquest. The material was clear and well organized. I spent more time practicing then watching videos and it made me want to keep learning.”

Victoria

Victoria E. Guzik

Associate Data Scientist at Callisto Media

“I really love learning on Dataquest. I looked into a couple of other options and I found that they were much too handhold-y and fill in the blank relative to Dataquest’s method. The projects on Dataquest were key to getting my job. I doubled my income!”

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