Instructional Video5:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Extraction: Feature Extraction Introduction

Higher Ed
In this video, we will cover feature extraction introduction.
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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 Video6:36
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Face Verification: Problem Setup

Higher Ed
In this video, we will cover problem setup.
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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 Z".In this...
Instructional Video10:58
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Sample Mean

Higher Ed
In this video, we will cover sample mean.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning (Theory and Projects) A to...
Instructional Video5:51
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Applications of RNN (Motivation): Image Captioning

Higher Ed
In this video, we will cover image captioning.
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This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this...
Instructional Video6:46
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Scikit-Learn for Machine Learning: Scikit-Learn for Linear Regression

Higher Ed
In this video, we will cover Scikit-Learn for linear regression.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and...
Instructional Video11:42
Instructional Video6:35
Instructional Video13:29
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Project I_ Book Writer: Modelling RNN Model Text Generation

Higher Ed
In this video, we will cover modelling RNN model text generation.
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This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A...
Instructional Video12:16
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Project I_ Book Writer: Introduction

Higher Ed
In this video, we will cover an introduction to the Project Book Writer.
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This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and...
Instructional Video7:45
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Project I_ Book Writer: Activity

Higher Ed
In this video, we will cover activities.
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This clip is from the chapter "Deep learning: Recurrent Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In this section, we...
Instructional Video12:46
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Pandas for Data Manipulation and Understanding: Pandas Merge

Higher Ed
In this video, we will cover Pandas Merge.
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This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory and Projects)...
Instructional Video5:38
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Pandas for Data Manipulation and Understanding: Pandas Clip

Higher Ed
In this video, we will cover Pandas Clip.
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This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory and Projects) A...
Instructional Video13:25
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Overfitting, Underfitting, and Generalization: Overfitting Example in Python

Higher Ed
In this video, we will cover an overfitting example in Python.
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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...
Instructional Video9:01
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - NumPy for Numerical Data Processing: Arrange, Random, and Reshape-Part 1

Higher Ed
In this video, we will cover arrange, random, and reshape-part 1.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and...
Instructional Video10:32
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Neural Style Transfer: Problem Setup

Higher Ed
In this video, we will cover problem setup.
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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 Z".In this...
Instructional Video5:54
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib, Seaborn, and Bokeh for Data Visualization: Bokeh Gridplot

Higher Ed
In this video, we will cover Bokeh Gridplot.
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This clip is from the chapter "Basics for Data Science: Python for Data Science and Data Analysis" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video1:22
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib for Data Visualization: Matplotlib Subplots Quiz

Higher Ed
In this video, we will cover Matplotlib subplots quiz.
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This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory...
Instructional Video9:41
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib for Data Visualization: Matplotlib Multiple Plots

Higher Ed
In this video, we will cover Matplotlib multiple plots.
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This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory...
Instructional Video8:23
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Image Processing: Image Blurring 2

Higher Ed
In this video, we will cover image blurring 2.
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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 Z".In this...
Instructional Video10:53
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Image Processing: Image Blurring 1

Higher Ed
In this video, we will cover image blurring 1.
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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 Z".In this...
Instructional Video12:58
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Hands-on Machine Learning Project Using Scikit-Learn: Principal Component Analysis (PCA) with Python

Higher Ed
In this video, we will cover Principal Component Analysis (PCA) with Python.
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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...
Instructional Video7:45
Curated Video

AWS Certified Data Analytics Specialty 2021 - Hands-On! - Amazon Simple Storage Service (Amazon S3) Security and Bucket Policies Hands On

Higher Ed
This video is a practical video where we will demonstrate S3 Security and bucket policies.
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This clip is from the chapter "Domain 2: Storage" of the series "AWS Certified Data Analytics Specialty 2021 "Hands-On!".In this...
Instructional Video3:50
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Seaborn for Data Visualization: Seaborn Heatmaps

Higher Ed
In this video, we will cover Seaborn Heatmaps.
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This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory and...
Instructional Video11:04
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Seaborn for Data Visualization: Introduction to Seaborn

Higher Ed
In this video, we will cover an introduction to Seaborn.
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This clip is from the chapter "Basics for Data Science: Data Understanding and Data Visualization with Python" of the series "Data Science and Machine Learning (Theory...