Instructional Video11:17
Curated Video

Financial Analysis - Build a ChatGPT Pairs Trading Bot - What Order Should I Take Your Courses In? (Part 1)

Higher Ed
In this video, we will see the recommended order of taking the lessons offered in this learning program, the logical progression of the course, and the optimal order to take the courses to maximize our learning and understanding of the...
Instructional Video8:06
Curated Video

Machine Learning: Random Forest with Python from Scratch - Information Gain

Higher Ed
In this video, we will define columns for questioning and determine how much information can be gained by splitting a column. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest with...
Instructional Video7:13
Curated Video

Machine Learning: Random Forest with Python from Scratch - Impurity

Higher Ed
Like all dataset characteristics, we will look at the impurities in a dataset and how they should be minimum in a good dataset. This clip is from the chapter "Random Forest Step-by-Step" of the series "Machine Learning: Random Forest...
Instructional Video5:25
Curated Video

JavaScript Mastery from Zero to Hero - Prepare for Coding Interviews - What Is a Factorial in JavaScript (Probability Calculations)

Higher Ed
In this video, you will learn about the concept of factorials in mathematics and how to calculate them using JavaScript. A factorial is a mathematical function that represents the product of all positive integers from 1 up to a given...
Instructional Video8:56
Curated Video

Fundamentals of Neural Networks - VGG16

Higher Ed
This video explains VGG16 which is a convolutional neural network model proposed by K. Simonyan and A. Zisserman from the University of Oxford in the paper "Very Deep Convolutional Networks for Large-Scale Image Recognition". This clip...
Instructional Video8:13
Curated Video

Fundamentals of Neural Networks - Logistic Regression

Higher Ed
This video explains logistic regression and specifically if the target here is discrete or binary. This clip is from the chapter "Artificial Neural Networks" of the series "Fundamentals in Neural Networks".This section explains...
Instructional Video7:17
Curated Video

The Real Odds: Understanding Lottery and Sports Betting

6th - Higher Ed
Explore the real chances of winning the lottery and the intricacies of sports betting. This video breaks down the probabilities, the science of randomness, and the strategies players use in hopes of maximizing their winnings. Featuring...
Instructional Video5:48
Curated Video

Deep Learning - Crash Course 2023 - ReLU, SoftMax, and Cross Entropy

Higher Ed
In this video, you will learn about ReLU, SoftMax, and Cross Entropy. This clip is from the chapter "Applying Deep Learning" of the series "Deep Learning - Crash Course 2023".In this section, you will learn how to implement deep learning...
Instructional Video18:37
Curated Video

Deep Learning - Crash Course 2023 - Various Activation Functions

Higher Ed
In this video, we will have an in-depth look at different activation functions provided in the TensorFlow library using Google Colab. This clip is from the chapter "Activation Functions in Deep Learning Neural Networks" of the series...
Instructional Video4:05
Curated Video

Deep Learning - Crash Course 2023 - Why Do We Require Entropy Loss

Higher Ed
In this video, we will talk about certain events and understand why we require entropy loss. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about...
Instructional Video6:06
Curated Video

Deep Learning - Crash Course 2023 - Probability Distribution Table

Higher Ed
In this video, you will learn about the probability distribution table. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about probability.
Instructional Video1:59
Curated Video

Deep Learning - Crash Course 2023 - Random Variable - Types

Higher Ed
In this video, you will learn about different types of random variables. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about probability.
Instructional Video4:24
Curated Video

Deep Learning - Crash Course 2023 - Why Random Variable Is Important

Higher Ed
In this video, we will understand why a random variable is important. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about probability.
Instructional Video8:05
Curated Video

Deep Learning - Crash Course 2023 - Introduction to Probability and Random Variables

Higher Ed
In this video, we will be introduced to probability and random variables. This clip is from the chapter "Basic Probability" of the series "Deep Learning - Crash Course 2023".In this section, we will talk about probability.
Instructional Video5:27
Curated Video

Deep Learning - Crash Course 2023 - Sigmoid Neuron Introduction

Higher Ed
In this video, we will be introduced to Sigmoid Neuron. This clip is from the chapter "Sigmoid Neuron" of the series "Deep Learning - Crash Course 2023".In this section, we will begin our journey with Sigmoid Neuron.
Instructional Video8:11
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Categorical Cross Entropy

Higher Ed
In this video, you will learn about categorical cross entropy, which is used in multiclass classification. This clip is from the chapter "In-Depth: Loss Functions" of the series "Deep Learning - Artificial Neural Networks with...
Instructional Video6:04
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Binary Cross Entropy

Higher Ed
In this video, you will learn about binary cross entropy, which is the correct loss function to use for binary classification. This clip is from the chapter "In-Depth: Loss Functions" of the series "Deep Learning - Artificial Neural...
Instructional Video8:45
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Multiclass Classification

Higher Ed
In this video, you will learn about multiclass classification. This clip is from the chapter "Feedforward Artificial Neural Networks" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In this section, we will...
Instructional Video9:19
Curated Video

CISSP Crash Course - Threat Modeling

Higher Ed
This video explains threat modeling and identifying threats. This clip is from the chapter "Security and Risk Management" of the series "CISSP Crash Course".This section explains domain 1, which focuses on security and risk management.
Instructional Video7:38
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Where to Learn More SciPy

Higher Ed
In this video, we will summarize what we have learnt about SciPy and understand where it can be applied. This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this...
Instructional Video1:29
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - SciPy Section Introduction

Higher Ed
In this video, we will be introduced to SciPy and understand this section’s learning objective. This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section,...
Instructional Video2:43
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Matplotlib Section Introduction

Higher Ed
In this video, we will have a quick overview of Matplotlib that is used to visualize data and see what we are going to cover in this section. This clip is from the chapter "Matplotlib" of the series "Data Science Prerequisites - NumPy,...
Instructional Video7:26
Curated Video

ChatGPT and Prompt Engineering With Advanced Data Analysis - How to Identify Whether the Content Is AI-Generated or Human-Written?

Higher Ed
In this lecture, we will identify if the content is generated by AI or written by a human. We will discuss the characteristics and patterns of language that may indicate the use of AI-generated content and how to distinguish it from...
Instructional Video3:10
Science Buddies

Random Math Test Generator in Scratch

K - 5th
Write a program to generate random math problems and automatically grade them.