Build Your First AI Application: Interview Practice Coach – Kal Academy Learning

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Overview

Start building your AI application

Self-paced learning · Lifetime access · One-time payment of $100 USD

Enroll now — $100 USD →

Already enrolled? Continue learning in your dashboard →

Build a small AI application you can explain

Follow one interview-practice example from a simple Python loop to a model-feedback boundary, evidence checks and a reproducible evaluation. Learn what belongs in ordinary code, where AI can help, and how to recognize a result that should not be trusted.

What you receive

Six modules with 30 narrated, animated videos, including a welcome lesson. Approximately 55 minutes of video, plus self-paced coding and project exercises.

Matching lesson transcripts and an optional Python reading and practice guide.

Six ten-question module quizzes with answer explanations.

A Google Colab notebook with the teaching code, prepared failure examples, evaluation exercises and capstone guidance. No local Python installation required.

Worked approaches and self-review criteria for each module challenge.

Your learning path

01 Understand the learning loop before adding AI.

02 Build the ordinary Python application.

03 Add a model-feedback boundary and handle failure.

04 Check feedback against reviewed evidence.

05 Compare results with a reference-only baseline.

06 Package and explain your portfolio project.

Before you begin

Know basic Python functions, lists and dictionaries. Use a Google account, an internet connection and Google Colab in your browser; no local Python installation or terminal is required. No previous machine-learning experience is required. The optional bridge helps you review Python essentials.

Required exercises run in a hosted Colab CPU runtime using prepared examples, without paid model requests. Save a notebook copy in Google Drive and export your work before temporary runtime files are reset. Optional live feedback requires your own provider account and configuration, and may incur separate API charges. The supplied adapter is tested with a simulated transport; live quality, latency and costs are not presented as measured results. This is a Colab learning project, not a public application service or hiring assessment.

Access and support

One-time payment: $100 USD. Lifetime course access. No refunds. Learn at your own pace; no live coaching or instructor grading is included. For course-access help, contact support@kalacademy.com.

By

Kal Academy

Share

Build Your First AI Application: Interview Practice Coach

Category:

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AI Application Development

0

1

Enrollments

Level

Beginner

Time to Complete:

0 hour 55 minutes

Lessons:

31

Certificate:

Yes

One-time for 1 person

$100.00

Overview

Start building your AI application

Self-paced learning · Lifetime access · One-time payment of $100 USD

Enroll now — $100 USD →

Already enrolled? Continue learning in your dashboard →

Build a small AI application you can explain

Follow one interview-practice example from a simple Python loop to a model-feedback boundary, evidence checks and a reproducible evaluation. Learn what belongs in ordinary code, where AI can help, and how to recognize a result that should not be trusted.

What you receive

Six modules with 30 narrated, animated videos, including a welcome lesson. Approximately 55 minutes of video, plus self-paced coding and project exercises.

Matching lesson transcripts and an optional Python reading and practice guide.

Six ten-question module quizzes with answer explanations.

A Google Colab notebook with the teaching code, prepared failure examples, evaluation exercises and capstone guidance. No local Python installation required.

Worked approaches and self-review criteria for each module challenge.

Your learning path

01 Understand the learning loop before adding AI.

02 Build the ordinary Python application.

03 Add a model-feedback boundary and handle failure.

04 Check feedback against reviewed evidence.

05 Compare results with a reference-only baseline.

06 Package and explain your portfolio project.

Before you begin

Know basic Python functions, lists and dictionaries. Use a Google account, an internet connection and Google Colab in your browser; no local Python installation or terminal is required. No previous machine-learning experience is required. The optional bridge helps you review Python essentials.

Required exercises run in a hosted Colab CPU runtime using prepared examples, without paid model requests. Save a notebook copy in Google Drive and export your work before temporary runtime files are reset. Optional live feedback requires your own provider account and configuration, and may incur separate API charges. The supplied adapter is tested with a simulated transport; live quality, latency and costs are not presented as measured results. This is a Colab learning project, not a public application service or hiring assessment.

Access and support

One-time payment: $100 USD. Lifetime course access. No refunds. Learn at your own pace; no live coaching or instructor grading is included. For course-access help, contact support@kalacademy.com.

What You’ll Learn?

Design a clear question–answer–feedback–retry loop.

Build a Python practice program in Google Colab with input checks and history.

Inspect a model request and handle unusable responses.

Check factual claims against reviewed reference material.

Evaluate useful feedback with representative cases and an explicit rubric.

Package a Colab portfolio notebook with tests and documented limits.

Requirements

Basic Python functions, lists and dictionaries.

A Google account, internet connection and browser for Google Colab. No local Python installation or terminal required.

Save a copy of the notebook in Drive; temporary runtime files can reset. Export your project before ending a session.

No previous machine-learning experience required. Prepared exercises require no paid model account or GPU.

Optional live feedback requires your own provider configuration and may incur separate API charges.

Self-paced course; no live coaching or instructor grading. $100 USD one-time payment, lifetime course access, no refunds.

Syllabus Overview

31

Lessons

6

Quizzes

0

Tasks

0

Resources

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01 — Understand the application before adding AI

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Welcome — Your first AI application

01:35

1.1 — What is an AI application?

02:07

1.2 — Five principles for our coach

03:59

1.3 — Draw one complete practice session

03:46

1.4 — Define success before adding the model

03:10

Colab setup and optional Python refresher

Module 1 — Understand the learning loop

02 — Build the ordinary application first

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2.1 — Read a small question bank

02:24

2.2 — Accept an answer without losing it

01:38

2.3 — Compare with a reference before adding AI

01:37

2.4 — Keep session state and retry history

01:42

2.5 — Handle restart and check the whole loop

02:08

Module 2 — Check your practice-loop understanding

03 — Add model feedback carefully

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3.1 — Draw the boundary around the model

02:10

3.2 — Inspect one feedback request

02:05

3.3 — Give the coach a useful job and reference

01:46

3.4 — Validate the shape without confusing it with truth

02:04

3.5 — Handle failure without losing the learner’s answer

02:30

Module 3 — Check the model boundary

04 — Improve feedback with evidence

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4.1 — Separate facts from coaching suggestions

01:43

4.2 — Build reference cards with stable IDs

01:20

4.3 — Select relevant material before requesting feedback

01:23

4.4 — Check citations and unsupported claims

01:20

4.5 — Turn checked feedback into a useful retry

01:32

Module 4 — Check feedback against evidence

05 — Test whether the coach helps

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5.1 — Build a test set before celebrating the demo

01:17

5.2 — Define a rubric humans can apply

01:18

5.3 — Compare with the reference-only baseline

01:15

5.4 — Test off-topic answers and instruction attacks

01:15

5.5 — Report quality, latency and cost honestly

01:31

Module 5 — Evaluate the coach honestly

06 — Finish and share the learning project

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6.1 — Make retry history useful to the learner

01:21

6.2 — Bound requests and spending before deployment

01:21

6.3 — Explain privacy and deletion in plain language

01:27

6.4 — Package a project someone else can run

01:29

6.5 — Present the capstone with evidence and limits

01:34

Module 6 — Check your capstone readiness

Material Includes

30 narrated animated videos with matching transcripts.

Google Colab setup and optional Python refresher.

Six module quizzes with 60 questions and explanations.

Google Colab notebook and workbook with six practical challenges.

Prepared failure examples, evaluation templates and automated tests.

Capstone instructions and self-review guidance.

Instructor(s)

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Kal Academy

Profile

Learner Reviews

0 review

0

(Average)

5

0 review

4

0 review

3

0 review

2

0 review

1

0 review

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