Log in Sign up free
Deglecy › AI for Beginners
Beginner

AI for Beginners

A beginner-friendly introduction to the fundamentals of artificial intelligence, covering core concepts, techniques, and applications.

6 modules
24 lessons
60h estimated
2 enrolled
AI for Beginners
Free

Full course access included

6 modules
24 lessons
60h · self-paced
Beginner level
Lifetime access after enrolling
AI tutor included
2Students enrolled
24Lessons
6Modules
60hEstimated time
Course Content

Course roadmap

1

Module 1 — Introduction to AI

4 lessons
0/4

Module 2 — Fundamentals of Machine Learning

4 lessons · 1 quiz
0/4
Complete the previous module to unlock this one.
Supervised vs Unsupervised Learning
Linear Regression Basics
Classification with Decision Trees
Model Evaluation Basics
Checkpoint quiz: Checkpoint Quiz: Introduction to AI + Fundamentals of Machine Learning (12 Q · 12 min · 70% to pass) Finish lessons first

Module 3 — Data Handling and Preprocessing

4 lessons · 1 quiz
0/4
Complete the previous module to unlock this one.
Collecting and Organizing Data
Cleaning and Normalizing Data
Feature Engineering 101
Introduction to Pandas for Data Wrangling
Checkpoint quiz: Checkpoint Quiz: Data Handling and Preprocessing (8 Q · 6 min · 70% to pass) Finish lessons first

Module 4 — Introduction to Neural Networks

4 lessons · 1 quiz
0/4
Complete the previous module to unlock this one.
Neurons and Activation Functions
Simple Neural Network Structure
Training a Neural Network
Overfitting and Regularization
Checkpoint quiz: Checkpoint Quiz: Introduction to Neural Networks (8 Q · 6 min · 70% to pass) Finish lessons first

Module 5 — Practical AI Projects

4 lessons
0/4
Complete the previous module to unlock this one.
Building a Spam Classifier
Handwritten Digit Recognition with MNIST
Sentiment Analysis of Tweets
Deploying a Simple AI Model

Module 6 — AI in Society and Future Trends

4 lessons
0/4
Complete the previous module to unlock this one.
AI and Automation
Bias and Fairness in AI
Emerging Technologies
Career Paths in AI

Final Exam — AI for Beginners

24 questions · 24 min · 75% to pass · certificate on success
Complete every module and its checkpoint quiz to unlock the final exam.
Overview

Course overview

Module 1: Introduction to AI — 4 lessons
Module 2: Fundamentals of Machine Learning — 4 lessons
Module 3: Data Handling and Preprocessing — 4 lessons
Module 4: Introduction to Neural Networks — 4 lessons
Module 5: Practical AI Projects — 4 lessons
Module 6: AI in Society and Future Trends — 4 lessons

Your progress

0% complete

Learning streak

0 days

Lesson stats

Completed0
Remaining24

Current module

Module 1 — Introduction to AI
Jump back in →