Improving Dialogflow ES accuracy
A systematic approach to improving the accuracy of your Dialogflow ES bot
This course explains how to improve the accuracy of your Dialogflow ES bot.
You need to do two things for this:
a) make sure you understand WHAT you are measuring
b) follow some tips which will help you measure and improve your bot's performance
For a cautionary tale of what NOT to do, watch the first lesson titled "Don't set up your bot to fail"
The course also explains how to set up automated conversation tests using Python (with some example code)
Your Instructor
Course Curriculum
Basic Terminology
Available in
days
days
after you enroll
Step by step process to improve Dialogflow ES accuracy
Available in
days
days
after you enroll
-
PreviewWhy chatbots are so brittle (5:35)
-
PreviewAuto Analyze chat logs (6:46)
-
PreviewUnderstand the shape of your bot (4:46)
-
StartIncrease quantity and quality of training phrases (6:43)
-
StartQuickly debug your bot (9:47)
-
StartFail gracefully (4:47)
-
StartUpdate your bot without breaking it (10:07)
-
StartMeasure and improve accuracy (8:36)
-
StartFix false negatives (1:01)
-
StartFix false positives (5:22)
Tips
Available in
days
days
after you enroll
-
StartDon't delete the Default Fallback Intent (1:14)
-
StartUnderstand Candidate Intents (3:08)
-
StartAvoid the slot filling feature (3:20)
-
StartSimulate follow up intents (2:58)
-
StartUnderstand cohesion and separation (4:05)
-
StartContext Lifespan (5:31)
-
StartTraining phrase quality (4:39)
-
StartRegression testing (1:49)
-
StartNLU (3:36)
-
StartTraining module (3:45)
-
StartWildcard entities (2:15)
-
StartShort utterances (2:08)
-
StartKnowledge Base (3:14)
-
StartMega Agents (3:17)
-
StartVoice bot accuracy (6:36)
Frequently Asked Questions
When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.