Unlock Your Learning Adventure!

Step right in! Your instant access to a treasure trove of learning is just a click away. Here's what you get when you enroll:

Unlock the secrets of this course with access to all locked lessons (Psst! Some lessons are already free to preview).
Get access to our exclusive Deeplizard Discord server, your go-to community for course-specific discussions.
Grab hold of any downloadable course resources we have available—consider them your learning toolkit!

Craving for more? 🤩 Grab this course at an exclusive discount as part of our Deep Learning Comprehensive Curriculum.

Rest easy, your payment is processed securely by Stripe, accepting all major credit and debit cards. Your financial details are safe and sound—they never touch our servers.

What happens after purchase?

Following successful purchase, you will receive a payment receipt and a welcome letter via email. Course lessons and Discord access will become unlocked on deeplizard.com, and you may immediately begin the course.

Find unlocked Discord access on the course page.

Is this course right for you?

Many resources are freely available for you to preview and evaluate the course contents prior to purchase. We encourage you to review the resources listed below before purchasing the course to determine if this course is right for you.

Course page

The course page provides an overview of what is included in the course, what students will learn, and a full syllabus with details for each lesson.

Course intro

The course intro provides details for course prerequisites, information on how to register, and further details regarding topics mentioned on the course page.

Preview course lessons

Preview the course contents by viewing unlocked lessons starting with the first lesson of the course, including the video lesson, corresponding lecture notes, and practice quiz.

Free Material

Explore a wealth of free deep learning resources — no enrollment needed! Dive right in with:

Unlocked lessons at the beginning of each premium course.
Free courses and materials located on the courses page.

Discounts

From time-to-time, we offer discount codes for deeplizard courses. Check our latest YouTube video descriptions, and follow deeplizard on social media so you don't miss out!

Additional Savings

Want to save an additional 15% on this course?

Deeplizard has partnered with Neurohacker Collective whose focus is on making groundbreaking products for health and well-being through complex systems science.

Use code DEEPLIZARD at checkout to receive 15% off your first Neurohacker order using this referral link.

Email your Neurohacker receipt to deeplizard.hivemind@gmail.com, and upon verifying, we'll send a refund to your original payment method for 15% off what you paid for the course!

Financial Aid Policy

As fervent believers in accessible education, we deeply understand that financial obstacles shouldn't deter anyone from the pursuit of knowledge. 🎓

If the full price of an individual course is out of reach, send us an email at deeplizard.hivemind@gmail.com and let us know what you can afford; If the request is reasonable, we'll find a way to make it work. 💌

Please don't abuse this policy. Course purchases fortify our efforts and ability to help move humanity towards a shared vision of a world enriched through collective knowledge. 🤝

Just like you, we're (Mandy & Chris) fellow earthlings invested in creating a wiser, more compassionate planet. 🌎💛☮️

Refund Policy

You may request a refund within 7 days of purchase. Please see the Agreements Page for further details.

Courses chevron_right Deep Learning chevron_right Premium

Deep Learning Course

Deep Learning Dictionary - Lightweight Crash Course

Beginner Friendly Intuitive Explanations Concise Coverage Bite Sized Lessons

Level: Beginner

Instructor: Mandy

$79.99 $99.99 20% Off - Limited Offer

Course thumbnail for Deep Learning Dictionary - Lightweight Crash Course

What's Included:

69 Video Lectures

60 Lines of Code

Watch Duration: 3.9 Hours

108 Inline Math Snippets

90 Pages of Lecture Notes

8 Inline Code Snippets

Reading Time: 4 Hours

157 Custom Visual Graphics

69 Quiz Questions

Updated and Maintained

Deep Learning Dictionary.

In this course, we deliver bite-sized, practical explanations for the most common concepts in the field of Deep Learning.

What you'll learn ...

done_outline

Learn about the fields of AI, machine learning, and deep learning

done_outline

Gain an understanding for the various components that make up an artificial neural network

done_outline

Understand computer vision and how artificial neural networks achieve it

done_outline

Learn about the artificial neural network training process

done_outline

Understand how to prepare and pass data as input to a neural network

done_outline

Learn about network optimization, gradient descent, and backpropagation

done_outline

Understand the learnable parameters within an artificial neural network and how the network optimizes for them

done_outline

Learn about different network processes and their corresponding datasets: training, validation, testing

done_outline

Understand how to detect and approach problems that may arise during network training

done_outline

Learn techniques to improve and stabilize network training

done_outline

Understand the different categories of learning: supervised, unsupervised, semi-supervised

done_outline

Gain an understanding for all the components in a convolutional neural network (CNN)

done_outline

Learn how convolutional filters process image data

done_outline

Understand the general architecture of a CNN

done_outline

Learn how transfer learning works to transfer knowledge gained by one network to another

Deep Learning Dictionary Syllabus.

Make your first acquaintance with the concepts that are fundamental to deep learning.

Deep Learning Dictionary - Lightweight Crash Course

$79.99 $99.99 20% Off - Limited Offer

Enrolled

What's Included:

Deep Learning Dictionary.

What you'll learn ...

Deep Learning Dictionary Syllabus.

Part 1 - ARTIFICIAL NEURAL NETWORKS

Section 1 - Intro to Deep Learning

Lesson #1

Deeplizard's Deep Learning Dictionary - Course Intro

Lesson #2

Artificial Intelligence (AI) - Deep Learning Dictionary

Lesson #3

Narrow AI vs. AGI - Deep Learning Dictionary

Lesson #4

Machine Learning - Deep Learning Dictionary

Lesson #5

Deep Learning - Deep Learning Dictionary

Lesson #6

Computer Vision - Deep Learning Dictionary

Section 2 - Artificial Neural Networks

Lesson #7

Perceptrons - Deep Learning Dictionary

Lesson #8

Artificial Neural Networks - Deep Learning Dictionary

Lesson #9

Neural Network Layers - Deep Learning Dictionary

Lesson #10

Neural Network Nodes - Deep Learning Dictionary

Lesson #11

Neural Network Weights - Deep Learning Dictionary

Lesson #12

Activation Functions - Deep Learning Dictionary

Lesson #13

Sigmoid Activation Function - Deep Learning Dictionary

Lesson #14

Relu Activation Function - Deep Learning Dictionary

Lesson #15

Softmax Activation Function - Deep Learning Dictionary

Lesson #16

Multilayer Perceptrons (MLP) - Deep Learning Dictionary

Lesson #17

Universal Approximation Theorem - Deep Learning Dictionary

Section 3 - Neural Network Training

Lesson #18

Input Samples, Features, Labels - Deep Learning Dictionary

Lesson #19

Neural Network Forward Pass - Deep Learning Dictionary

Lesson #20

Neural Network Loss Functions - Deep Learning Dictionary

Lesson #21

Categorical Cross Entropy Loss - Deep Learning Dictionary

Lesson #22

Neural Network Training - Deep Learning Dictionary

Lesson #23

Neural Network Optimization Algorithms - Deep Learning Dictionary

Lesson #24

Neural Network Batch Size - Deep Learning Dictionary

Lesson #25

Neural Network Training Epoch - Deep Learning Dictionary

Lesson #26

Batch Gradient Descent - Deep Learning Dictionary

Lesson #27

Stochastic Gradient Descent (SGD) - Deep Learning Dictionary

Lesson #28

Mini Batch Gradient Descent (SGD) - Deep Learning Dictionary

Lesson #29

Adam Optimizer - Deep Learning Dictionary

Lesson #30

Neural Network Learning Rate - Deep Learning Dictionary

Lesson #31

Neural Network Learning Rate Schedules - Deep Learning Dictionary

Lesson #32

Neural Network Adaptive Learning Rates - Deep Learning Dictionary

Lesson #33

Backpropagation - Deep Learning Dictionary

Section 4 - Additional Fundamental Topics

Lesson #34

Neural Network Bias Nodes - Deep Learning Dictionary