Instructional Video4:23
Curated Video

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

Higher Ed
In this video, we will understand from where we can learn more about 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...
Instructional Video5:54
Curated Video

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

Higher Ed
In this video, we will summarize our learning from this section.
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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...
Instructional Video6:05
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Machine Learning and Deep Learning: Future Topics

Higher Ed
In this video, you will learn what other types of machine learning exist and some future topics that we can look forward to learning.
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This clip is from the chapter "Machine Learning Basics" of the series "Data Science...
Instructional Video9:56
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Comparing Different Machine Learning Models

Higher Ed
In this video, we will understand how all machine learning interfaces are the same.
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br/>
This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in...
Instructional Video5:29
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - All Data Is the Same

Higher Ed
In this video, we will understand how all data is the same as all machine learning interfaces are the same.
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This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy,...
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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br/>
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 Video8:39
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Regression in Code

Higher Ed
In this video, we will practice all that we have learnt in the previous video about regression.
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This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas...
Instructional Video12:19
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - What Is Regression?

Higher Ed
In this video, we will understand what regression is.
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br/>
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 Video14:49
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - Classification in Code

Higher Ed
In this video, we will practice all that we have learnt in the previous video about classification.
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br/>
This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and...
Instructional Video12:26
Curated Video

Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - What Is Classification?

Higher Ed
In this video, we will understand classification.
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br/>
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 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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br/>
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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br/>
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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br/>
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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br/>
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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br/>
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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br/>
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.