Instructional Video7:53
Curated Video

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

Higher Ed
In this video, we will understand what machine learning is and the learning objective of this section.
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This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and...
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.
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This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in...
Instructional Video4:41
Curated Video

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

Higher Ed
In this video, you will learn how to apply convolution to an image to create a blurring filter.
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This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In...
Instructional Video9:54
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Selecting Rows and Columns

Higher Ed
In this video, you will learn how to select rows and columns from a data frame.
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This clip is from the chapter "Pandas" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we...
Instructional Video13:06
Curated Video

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

Higher Ed
In this video, we will understand from where we can learn more about Matplotlib.
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This clip is from the chapter "Matplotlib" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section,...
Instructional Video7:45
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Plotting Images

Higher Ed
In this video, you will learn how to plot images.<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 Video8:03
Curated Video

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

Higher Ed
In this video, we will get introduced to the course and understand the learning objective.
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This clip is from the chapter "Welcome and Logistics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in...
Instructional Video1:08
Curated Video

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

Higher Ed
In this video, we will have a look at the SciPy exercise that needs to be resolved on our own.
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This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this...
Instructional Video3:10
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - PDF and CDF

Higher Ed
In this video, you will learn how to calculate PDF and CDF under normal distribution.
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This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section,...
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.
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This clip is from the chapter "SciPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In...
Instructional Video2:15
Curated Video

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

Higher Ed
In this video, we will have a look at the Pandas exercise that needs to be resolved on our own.
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This clip is from the chapter "Pandas" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In...
Instructional Video2:49
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Plotting with Pandas

Higher Ed
In this video, you will learn how to plot with Pandas.<br<br/>/>

This clip is from the chapter "Pandas" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will talk about Pandas.
Instructional Video2:38
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - The apply() Function

Higher Ed
In this video, you will learn about the apply() function.<br<br/>/>

This clip is from the chapter "Pandas" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will talk about Pandas.
Instructional Video3:57
Curated Video

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

Higher Ed
In this video, you will learn how to load in data using Pandas.
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This clip is from the chapter "Pandas" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will talk about...
Instructional Video1:19
Curated Video

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

Higher Ed
In this video, we will be introduced to Pandas and understand this section’s learning objective.
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This clip is from the chapter "Pandas" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In...
Instructional Video1:44
Curated Video

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

Higher Ed
In this video, we will have a look at the Matplotlib exercise that needs to be resolved on our own.
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This clip is from the chapter "Matplotlib" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in...
Instructional Video2:34
Curated Video

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

Higher Ed
In this video, you will learn about a histogram.<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 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 Video3:56
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Line Chart

Higher Ed
In this video, you will learn about a line chart.<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 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.
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This clip is from the chapter "Matplotlib" of the series "Data Science...
Instructional Video3:14
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Suggestion Box

Higher Ed
In this video, we will have a look at the suggestion box where we can add feedback for this course.
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This clip is from the chapter "NumPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In...
Instructional Video6:52
Curated Video

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

Higher Ed
In this video, we will understand why we need NumPy and how it is applied in more advanced scenarios.
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This clip is from the chapter "NumPy" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in...
Instructional Video1:01
Curated Video

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

Higher Ed
In this video, we will look at the NumPy exercise that must be resolved on our own.
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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...
Instructional Video14:40
Curated Video

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

Higher Ed
In this video, we will discuss how to generate data.
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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...