Instructional Video8:18
Curated Video

Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Making the Model and Query Tower

Higher Ed
After testing and training the recommendations, we will develop the model by loading the Tensor board extension.
Instructional Video8:14
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Making the Model and Query Tower

Higher Ed
In this lecture, you will learn to develop our model and create a query tower to perform retrieval tasks.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender Systems: An...
Instructional Video4:36
Curated Video

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

Higher Ed
In this video, you will learn about a scatterplot.<br<br/>/>

This clip is from the chapter "Matplotlib" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will talk about Matplotlib.
Instructional Video14:32
Curated Video

Practical Data Science using Python - Principal Component Analysis Practical

Higher Ed
This video demonstrates PCA using Python.<br<br/>/>

This clip is from the chapter "Dimensionality Reduction Using PCA" of the series "Practical Data Science Using Python".This section explains dimensionality reduction using PCA.
Instructional Video5:44
Instructional Video8:41
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Hand Engineering Versus CNNs

Higher Ed
This video demonstrates hand engineering versus CNNs.
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This clip is from the chapter "Object Detection" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the methods of object...
Instructional Video18:17
Curated Video

Practical Data Science using Python - Principal Component Analysis - Concepts

Higher Ed
This video introduces you to Principal Component Analysis – concepts.
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This clip is from the chapter "Dimensionality Reduction Using PCA" of the series "Practical Data Science Using Python".This section explains dimensionality...
Instructional Video13:02
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Dimensionality Reduction: The Curse of Dimensionality

Higher Ed
In this video, we will cover the curse of dimensionality.
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This clip is from the chapter "Machine Learning: Machine Learning Crash Course" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
Instructional Video2:12
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Engineering: Activity-Feature Scaling

Higher Ed
In this video, we will cover activity-feature scaling.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning (Theory...
Instructional Video15:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Features in Data Science: Why Dimensionality Reduction

Higher Ed
In this video, we will understand why dimensionality reduction is needed.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine...
Instructional Video2:29
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Features in Data Science: Features Dimensions Activity

Higher Ed
In this video, we will cover features dimensions activity.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning...
Instructional Video6:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Features in Data Science: Features Dimensions

Higher Ed
In this video, we will cover features dimensions.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning (Theory and...
Instructional Video15:00
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Extraction: Encoder Decoder Networks for Dimensionality Reduction Versus Kernel PCA

Higher Ed
In this video, we will cover encoder decoder networks for dimensionality reduction versus Kernel PCA.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the...
Instructional Video9:35
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Object Detection: Hand Engineering Versus CNNs

Higher Ed
In this video, we will cover hand engineering versus CNNs.
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This clip is from the chapter "Deep learning: Convolutional Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Instructional Video6:21
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Mathematical Foundation: Linear Algebra Module Python

Higher Ed
In this video, we will cover linear algebra module Python.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning...
Instructional Video7:21
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Mathematical Foundation: Eigen Space

Higher Ed
In this video, we will cover Eigen Space.
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This clip is from the chapter "Machine Learning: Feature Engineering and Dimensionality Reduction with Python" of the series "Data Science and Machine Learning (Theory and Projects) A...
Instructional Video20:13
Let's Tute

Mastering Shading Techniques in Drawing

9th - Higher Ed
This video teaches various shading techniques used in drawing, such as hatching, cross hatching, stippling, and smudging. The importance of visualizing three-dimensionality and planes in shading is emphasized, and the merging technique...
Instructional Video
Sophia Learning

Sophia: Two Dimensions: Lesson 7

6th - 8th
This lesson will explore the definition, depiction, and location of three dimensional objects. It is 7 of 7 in the series titled "Two Dimensions."
Instructional Video
Sophia Learning

Sophia: Zero Dimensions: Lesson 6

9th - 10th
Through this lesson, you'll learn the definition, depiction, and location of zero dimensions and zero dimensional objects. It is 6 of 7 in the series titled "Zero Dimensions."
Instructional Video
Sophia Learning

Sophia: Relationships Between Dimensions: Lesson 2

9th - 10th
This lesson takes you through how objects in upper dimensions can be depicted in lower dimensions and vice versa. It is 2 of 6 in the series titled "Relationships Between Dimensions."
Instructional Video
Sophia Learning

Sophia: Relationships Between Dimensions: Lesson 5

9th - 10th
This lesson takes you through how objects in upper dimensions can be depicted in lower dimensions and vice versa. It is 5 of 6 in the series titled "Relationships Between Dimensions."
Instructional Video
Sophia Learning

Sophia: Two Dimensions: Lesson 4

6th - 8th
This lesson will explore the definition, depiction, and location of three dimensional objects. It is 4 of 7 in the series titled "Two Dimensions."
Instructional Video
Sophia Learning

Sophia: Two Dimensions: Lesson 1

6th - 8th
This lesson will explore the definition, depiction, and location of three dimensional objects. It is 1 of 7 in the series titled "Two Dimensions."
Instructional Video
Sophia Learning

Sophia: Zero Dimensions: Lesson 5

9th - 10th
Through this lesson, you'll learn the definition, depiction, and location of zero dimensions and zero dimensional objects. It is 5 of 7 in the series titled "Zero Dimensions."