DL 102: Biases

Enhance your understanding of data integrity and decision-making accuracy with our specialized course focused on recognizing and mitigating biases.

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What You’ll Learn.

  • Understand the importance of representative sampling and the pitfalls of biased selection, enabling you to make more accurate generalizations.

  • Learn to identify and overcome the tendency to favour information that aligns with pre-existing beliefs, enhancing objective analysis.

  • Explore how biases can unintentionally be embedded within algorithms and artificial intelligence systems, and discover techniques to mitigate these effects.

  • Recognize the human tendency to rely on immediately available information, and learn strategies to avoid skewed judgments based on recent or vivid examples.

Full Course Catalogue

Lead By Expert

Lead By Expert

Samuel Martel

Samuel Martel

More About Sam

Course Syllabus.

Unit 1

Sampling Bias

Unit 2

Selection Bias

Unit 3

Confirmation Bias

Unit 4

Survivorship Bias

Unit 5

Measurement Bias

Unit 6

Recency Bias

Unit 7

Observer Bias

Unit 8

Algorithmic Bias

Unit 9

What is ML

Unit 10

Groupthink Bias

Unit 11

Attribution Bias

Unit 12

Reporting Bias

Unit 13

Availability Bias

Ways to Enroll.

Looking to turn your team into data superheroes? Our Literacy Programs pack a punch with cutting-edge analytics, AI enchantments, and quick-hit business solutions that transform your crew into decision-making dynamos. Ready to boost your business IQ and speed without the burnout? Let’s power up your potential - capes optional.

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How It Works.

  • You’ve got options. You can grab a single course if you want to test the waters—or, if you’re ready for the full journey, the All Access Pass gives you the entire literacy program in one go. Think à la carte vs. the full buffet.

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    • Every course within a program (Data Literacy, AI Literacy, and more to come).

    • Personal check-ins with our team (yes, real humans).

    • Access to our exclusive paid Substack content.

    • Curated insights straight to your inbox.


    In short: it’s the VIP experience, minus the velvet rope, we’re working on that.

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  • At checkout, you’ll choose whether you’re buying for yourself or for an organization.

    • Individuals: Easy—one account, one course (or pass), and you’re ready to go.

    • Organizations: You’ll select how many seats you need. Once you check out, we’ll generate unique seat codes and send you a special pricing offer by email. That email also includes a quick form to fill in seat owner names and emails so we can set everyone up with their own accounts.

    👉 If your organization has special course needs, just reach out through our contact form—we love tailoring solutions.

  • Yep! Every account has a personal progress tracker so you can see exactly where you’re at in the course.

    For organizations, we provide detailed team progress reports delivered straight to your inbox. Our long-term goal? A dynamic dashboard that gives both individuals and teams actionable insights at a glance.

    Need a more personal experience? We’re happy to chat.

    Connect with us!