Instructional Video0:52
Curated Video

Python for Machine Learning - The Complete Beginners Course - Introduction to Clustering

Higher Ed
In this video, we will have a quick introduction to clustering.
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This clip is from the chapter "Clustering" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, you will learn about...
Instructional Video0:52
Curated Video

Python for Machine Learning - The Complete Beginners Course - Introduction - Optional: Setting Up Python and ML Algorithms Implementation

Higher Ed
In this video, we will get a quick section introduction about the process of setting up the Python environment and implementing ML algorithms that will be covered in the upcoming videos.
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This clip is from the chapter...
Instructional Video0:51
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation Steps

Higher Ed
In this video, you will learn the implementation steps.
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This clip is from the chapter "Classification Algorithms: Logistic Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this...
Instructional Video0:50
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Importing Required Libraries

Higher Ed
In this video, you will learn how to import the required libraries.
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This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's...
Instructional Video0:26
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Feature Scaling

Higher Ed
In this video, you will learn about feature scaling.
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This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section,...
Instructional Video0:35
Curated Video

Python for Machine Learning - The Complete Beginners Course - Exploring the Dataset

Higher Ed
In this video, you will learn how to explore the dataset.
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This clip is from the chapter "Classification Algorithms: Decision Tree" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section,...
Instructional Video2:57
Curated Video

Fourth Grade Students (Use estimation strategies (clustering around an average), and assess the reasonableness of answers in multistep word problems)

K - 12th
In Sara’s school there are 5 classes in 4th grade ,class 1 has 19 students, class 2 has 21 students, class 3 has 23 students, class 4 has 20 students, and class 5 has 19 students. About how many fourth grade students are in the school...
Instructional Video0:52
Curated Video

Python for Machine Learning - The Complete Beginners Course - Merging Datasets into One Dataframe

Higher Ed
In this video, you will learn how to merge datasets into one dataframe.
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This clip is from the chapter "Recommender System" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
Instructional Video1:04
Curated Video

Python for Machine Learning - The Complete Beginners Course - Introduction to Classification

Higher Ed
In this video, we will have a quick introduction to classification.
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This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's...
Instructional Video3:03
Curated Video

Python for Machine Learning - The Complete Beginners Course - Importing the Dataset

Higher Ed
In this video, you will learn how to import the dataset.<br<br/>/>

This clip is from the chapter "Clustering" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, you will learn about clustering.
Instructional Video17:32
Curated Video

Snowflake - Build and Architect Data Pipelines Using AWS - Lab – Micro-Partitions and Clustering Keys

Higher Ed
This video explains micro-partitions and clustering keys.
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This clip is from the chapter "Snowflake – Partitioning, Clustering, and Performance Optimization" of the series "Snowflake - Build and Architect Data Pipelines Using...
Instructional Video1:32
Curated Video

Python for Machine Learning - The Complete Beginners Course - What Is Jupyter?

Higher Ed
In this video, we will understand Jupyter Notebook.
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This clip is from the chapter "Optional: Setting Up Python and ML Algorithms Implementation" of the series "Python for Machine Learning - The Complete Beginner's Course".In...
Instructional Video1:10
Curated Video

Python for Machine Learning - The Complete Beginners Course - Steps of the Elbow Method

Higher Ed
In this video, we will cover the steps of the elbow method.
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This clip is from the chapter "Clustering" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, you will learn about...
Instructional Video2:24
Curated Video

Python for Machine Learning - The Complete Beginners Course - Root Mean Squared Error in Python

Higher Ed
In this video, we will cover root mean squared error in Python.
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This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
Instructional Video2:25
Curated Video

Python for Machine Learning - The Complete Beginners Course - Logistic Regression Versus Linear Regression

Higher Ed
In this video, we will cover logistic regression versus linear regression.
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This clip is from the chapter "Classification Algorithms: Logistic Regression" of the series "Python for Machine Learning - The Complete Beginner's...
Instructional Video0:54
Curated Video

Python for Machine Learning - The Complete Beginners Course - K-Nearest Neighbors Algorithm

Higher Ed
In this video, we will cover the K-Nearest Neighbors algorithm.
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This clip is from the chapter "Classification Algorithms: K-Nearest Neighbors" of the series "Python for Machine Learning - The Complete Beginner's Course".In...
Instructional Video1:40
Curated Video

Python for Machine Learning - The Complete Beginners Course - Introduction to Regression

Higher Ed
In this video, we will have a quick introduction to regression.
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This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
Instructional Video0:46
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementing Python in Jupyter

Higher Ed
In this video, you will learn how to implement Python in Jupyter.
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This clip is from the chapter "Optional: Setting Up Python and ML Algorithms Implementation" of the series "Python for Machine Learning - The Complete...
Instructional Video0:48
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Importing Libraries and Datasets - Classification Algorithms: Decision Tree

Higher Ed
In this video, you will learn how to import libraries and datasets.
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This clip is from the chapter "Classification Algorithms: Decision Tree" of the series "Python for Machine Learning - The Complete Beginner's Course".In this...
Instructional Video3:52
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Exploring the Dataset

Higher Ed
In this video, we will first explore our dataset, then learn how to import and read our dataset in Python.
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This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete...
Instructional Video4:46
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Encoding Categorical Data - Multiple Linear Regression

Higher Ed
In this video, you will learn how to encode categorical data.
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This clip is from the chapter "Multiple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...
Instructional Video2:18
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Distribution of the Data

Higher Ed
In this video, you will learn distribution of the data.
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This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will cover...
Instructional Video2:55
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Creating a Linear Regression Object

Higher Ed
In this video, you will learn how to create a linear regression object.
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This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we...
Instructional Video1:36
Curated Video

Python for Machine Learning - The Complete Beginners Course - How Does Linear Regression Work?

Higher Ed
In this video, we will understand how linear regression works.
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This clip is from the chapter "Simple Linear Regression" of the series "Python for Machine Learning - The Complete Beginner's Course".In this section, we will...