Instructional Video10:41
Curated Video

Deep Learning - Artificial Neural Networks with Tensorflow - Regression Notebook

Higher Ed
In this video, we will understand linear regression by proving the Mosse law true.
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This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with TensorFlow".In...
Instructional Video12:51
Curated Video

Deep Learning - Convolutional Neural Networks with TensorFlow - Embeddings

Higher Ed
In this video, we will understand the text as sequence data.
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This clip is from the chapter "Natural Language Processing (NLP)" of the series "Deep Learning - Convolutional Neural Networks with TensorFlow".In this section, you...
Instructional Video5:50
Curated Video

Recommender Systems with Machine Learning - tf-idf (Term Frequency-Inverse Document Frequency) Implementation

Higher Ed
This video demonstrates the implementation of tf-idf (Term Frequency-Inverse Document Frequency).
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This clip is from the chapter "Project 1: Song Recommendation System Using Content-Based Filtering" of the series "Recommender...
Instructional Video3:10
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - VAE Collaborative Filtering

Higher Ed
This lesson explores the variational autoencoder for collaborative filtering, using representations in hidden layers.
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This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender...
Instructional Video9:39
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Deep Learning-Based Chatbot Architecture and Development: Vectorize Stories

Higher Ed
In this video, we will understand how to vectorize the story by defining functions, using the data, and developing an index and tokenizer. We will also determine the maximum story length calculated.
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This clip is from the...
Instructional Video4:52
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Machine Learning Is Nothing but Geometry.

Higher Ed
In this video, we will understand that machine learning is nothing but a geometry problem and see how it works for classification and regression.
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This clip is from the chapter "Machine Learning Basics" of the series "Data...
Instructional Video6:53
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - What Is a Feature Vector?

Higher Ed
In this video, you will learn about a feature vector.
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This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will cover...
Instructional Video14:51
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Matrices

Higher Ed
In this video, you will learn about matrices.
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This clip is from the chapter "NumPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section of the course, we will dive into the...
Instructional Video7:11
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Dot Product

Higher Ed
In this video, we will discuss Dot Product in NumPy.
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This clip is from the chapter "NumPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section of the course, we will dive into...
Instructional Video12:46
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Arrays Versus Lists

Higher Ed
In this video, we will be comparing NumPy array to Python list.
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This clip is from the chapter "NumPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section of the course, we will...
Instructional Video5:33
Curated Video

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

Higher Ed
In this video, we will have a quick overview of NumPy.
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This clip is from the chapter "NumPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section of the course, we will dive...
Instructional Video6:50
Curated Video

Mastering C++ Standard Library Features [Video] - Lambda Expressions: What Are They?

Higher Ed
Understand what lambda expressions are and what problem they solve
Instructional Video10:14
Curated Video

Mastering C++ Standard Library Features [Video] - Move Semantics

Higher Ed
Understand what move semantics are and how they enable efficient resource transfer and ownership transfer
Instructional Video3:00
Flipping Physics

Magnetic Force on Current

12th - Higher Ed
In this episode of Flipping Physics, we delve into the intriguing world of magnetic forces in current-carrying wires. Ever wondered how the net magnetic force on a wire is calculated when charges are on the move in a wire? We break down...
Instructional Video6:45
Curated Video

Theodore Levitt: Globalization of Marketing

10th - Higher Ed
Theodore Levitt's 1960 Harvard Business Review article, Marketing Myopia, is a landmark of the discipline. But Levitt is best known for the word Globalization. Rumors that he coined it are wrong, but he certainly gave it prominence in...
Instructional Video4:02
Curated Video

GCSE Physics - Vector Diagrams and Resultant Forces #43

9th - Higher Ed
This video covers: - How to represent forces with scale diagrams - Finding the resultant force from vectors - How to resolve vectors by splitting them into horizontal and vertical components General info: - Suitable for all GCSE courses...
Instructional Video5:41
Curated Video

GCSE Physics - The difference between Speed and Velocity & Distance and Displacement #51

9th - Higher Ed
This video covers:

- The difference between scalar and vector quanti
ties
- Why speed is scalar, but velocity is
a vector
- The difference between distance an
d displacement
- How to calculat
e speed and...
Instructional Video2:50
Curated Video

GCSE Physics - Scalar and Vector Quantities #41

9th - Higher Ed
This video covers:

- The difference between scalar and vector quanti
ties
- Exampl
es of each
- An case study using distance v

s displacemen
t

General info:
- Suitable f
or all GCSE and IGCSE courses...
Instructional Video8:26
Math Fortress

Calculus III: Equations of Lines and Planes (Level 7) | Plane Examples II

12th - Higher Ed
This is the seventh video on the equations of lines and planes video series. In this video we go over 4 intermediate examples involving planes.
Instructional Video9:58
Math Fortress

Calculus III: Equations of Lines and Planes (Level 6) | Plane Examples I

12th - Higher Ed
This is the sixth video on the equations of lines and planes video series. In this video we will compare the equations of lines and planes in space. This video will also cover 4 basic examples involving planes.
Instructional Video7:16
Math Fortress

Calculus III: Equations of Lines and Planes (Level 1) | Introduction to Vector Functions

12th - Higher Ed
This is the first video on the equations of lines and planes video series. In this video we will introduce vector-valued functions also known as vector functions, and go over the basics, focusing on notation and how they can be used to...
Instructional Video3:11
Higgsino Physics

The divergence operator and Gauss's'law

12th - Higher Ed
On the divergence field In Gauss law The operator that works on a vector field.
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A normal explanation of the divergence operator, is saying that it measures how much is flowing in or out in a given area. In this video we...
Instructional Video4:52
Curated Video

Vectors: Scalars

K - 8th
This video will discuss the effects of scalars on vectors.
Instructional Video5:47
Curated Video

Complex Numbers

K - 8th
“Complex Numbers” will explain what a complex number is and how to apply operations to complex numbers.