Instructional Video1:04
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Training the Model

Higher Ed
In this video, you will learn how to train the model.
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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 Video1:47
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Splitting Data into Train and Test Sets - Multiple Linear Regression

Higher Ed
In this video, you will learn how to split data into train and test sets.
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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...
Instructional Video1:31
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Results Prediction and Confusion Matrix - Classification Algorithms: K-Nearest Neighbors

Higher Ed
In this video, you will learn about results prediction and confusion matrix.
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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 Video2:58
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Predicting the Test Set Results

Higher Ed
In this video, you will learn how to predict the test set results.
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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...
Instructional Video1:48
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Importing Libraries and Datasets - Simple Linear Regression

Higher Ed
In this video, you will learn how to import libraries and datasets.
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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 Video2:49
Curated Video

Python for Machine Learning - The Complete Beginners Course - Implementation in Python: Encoding Categorical Data - Classification Algorithms: Decision Tree

Higher Ed
In this video, you will learn how to encode categorical data.
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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 Video1:16
Curated Video

Python for Machine Learning - The Complete Beginners Course - Hierarchical Clustering

Higher Ed
In this video, we will cover hierarchical clustering.<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 Video1:03
Curated Video

Python for Machine Learning - The Complete Beginners Course - Frequency Distribution

Higher Ed
In this video, you will learn about frequency distribution.
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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 cover the...
Instructional Video1:19
Curated Video

Python for Machine Learning - The Complete Beginners Course - Evaluating the Performance of the Regression Model

Higher Ed
In this video, you will learn how to evaluate the performance of the regression model.
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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...
Instructional Video1:34
Curated Video

Python for Machine Learning - The Complete Beginners Course - Density-Based Clustering

Higher Ed
In this video, we will cover density-based clustering.<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 Video1:15
Curated Video

Python for Machine Learning - The Complete Beginners Course - Decision Tree Structure

Higher Ed
In this video, we will cover the decision tree structure.
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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 Video13:17
Curated Video

Practical Data Science using Python - Classification Problems and Performance Metrics

Higher Ed
This video explains classification problems and performance metrics.<br<br/>/>

This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
Instructional Video5:06
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Image Classification Revisited

Higher Ed
This video focuses on image classification revisited.<br<br/>/>

This clip is from the chapter "YOLO" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on YOLO (You Only Live Once).
Instructional Video14:17
Curated Video

Python In Practice - 15 Projects to Master Python - Predicting Whether It Will Rain or Not and Testing the Predictions

Higher Ed
This video explains predicting whether it will rain or not and testing the predictions.
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This clip is from the chapter "Machine Learning with Python" of the series "Python in Practice - 15 Projects to Master Python".This...
Instructional Video4:11
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Yolo: RCNN

Higher Ed
In this video, we will cover RCNN.
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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 section, we...
Instructional Video5:06
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Yolo: Image Classification Revisited

Higher Ed
In this video, we will cover image classification revisited.
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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 Video10:57
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Scikit-Learn for Machine Learning: Scikit-Learn - Trend Analysis COVID19

Higher Ed
In this video, we will cover Scikit-Learn - trend analysis COVID19.
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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...
Instructional Video19:12
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Probability Model: Conditional Probability in Machine Learning

Higher Ed
In this video, we will cover conditional probability in machine learning.
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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...
Instructional Video2:59
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to Machine Learning: Classification Exercise

Higher Ed
In this video, we will cover classification exercise.
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This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and Projects) A to Z".In...
Instructional Video15:50
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Feature Extraction: Kernel PCA Versus the Rest

Higher Ed
In this video, we will cover Kernel PCA versus the rest.
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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 Video7:13
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: Representational Power and Data Utilization Capacity of DNN

Higher Ed
In this video, we will cover representational power and data utilization capacity of DNN.
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This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning...
Instructional Video10:28
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Models and Optimization: Machine Learning Model 1

Higher Ed
In this video, we will cover machine learning model 1.
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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 Video6:26
Curated Video

Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Model Performance Metrics: The Accuracy

Higher Ed
In this video, we will cover accuracy.
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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 section, we will...