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 Video18:17
Curated Video

Practical Data Science using Python - Principal Component Analysis - Concepts

Higher Ed
This video introduces you to Principal Component Analysis – concepts.
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This clip is from the chapter "Dimensionality Reduction Using PCA" of the series "Practical Data Science Using Python".This section explains dimensionality...
Instructional Video13:23
Curated Video

Practical Data Science using Python - Pandas DataFrame 4

Higher Ed
This video explains concatenation in DataFrame.<br<br/>/>

This clip is from the chapter "Python for Data Science" of the series "Practical Data Science Using Python".This section explains Python for data science.
Instructional Video16:56
Curated Video

Practical Data Science using Python - Naive Bayes - Employee Attrition Case Study

Higher Ed
This video explains Naive Bayes - employee attrition case study.
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This clip is from the chapter "Naive Bayes Probability Model" of the series "Practical Data Science Using Python".This section explains Naive Bayes probability...
Instructional Video24:45
Curated Video

Practical Data Science using Python - Logistic Regression - Model Evaluation - AUC-ROC

Higher Ed
This video explains logistic regression - model evaluation - AUC-ROC.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video23:31
Curated Video

Practical Data Science using Python - Logistic Regression - Data Analysis and Feature Engineering

Higher Ed
This video explains logistic regression - data analysis and feature engineering.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video12:32
Curated Video

Practical Data Science using Python - Logistic Regression - Build the Logistic Model

Higher Ed
This video explains logistic regression - build the logistic model.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video18:43
Curated Video

Practical Data Science using Python - Linear Regression OLS Assumptions and Testing

Higher Ed
This video explains linear regression OLS assumptions and testing.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video15:32
Curated Video

Practical Data Science using Python - Linear Regression Model Evaluation and Optimization

Higher Ed
This video explains linear regression model evaluation and optimization.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video16:19
Curated Video

Practical Data Science using Python - Linear Regression Model Building

Higher Ed
This video explains linear regression model building.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video19:18
Curated Video

Practical Data Science using Python - EDA Project - 4

Higher Ed
This video explains the isnull() function.<br<br/>/>

This clip is from the chapter "Exploratory Data Analysis (EDA)" of the series "Practical Data Science Using Python".This section explains Exploratory Data Analysis.
Instructional Video16:19
Curated Video

Practical Data Science using Python - K-Means - Data Preparation and Modelling

Higher Ed
This video explains K-Means - data preparation and modelling.
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This clip is from the chapter "Unsupervised Learning - K-Means Clustering" of the series "Practical Data Science Using Python".This section explains unsupervised...
Instructional Video16:13
Curated Video

Practical Data Science using Python - Introduction to EDA

Higher Ed
This video introduces you to Exploratory Data Analysis.<br<br/>/>

This clip is from the chapter "Exploratory Data Analysis (EDA)" of the series "Practical Data Science Using Python".This section explains Exploratory Data Analysis.
Instructional Video15:50
Curated Video

Practical Data Science using Python - EDA Project - 5

Higher Ed
This video explains how to apply binning on funded amount.<br<br/>/>

This clip is from the chapter "Exploratory Data Analysis (EDA)" of the series "Practical Data Science Using Python".This section explains Exploratory Data Analysis.
Instructional Video10:37
Curated Video

Practical Data Science using Python - Decision Tree - Hyperparameter Tuning

Higher Ed
This video explains decision tree - hyperparameter tuning.
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This clip is from the chapter "Classification using decision trees" of the series "Practical Data Science Using Python".This section explains classification using...
Instructional Video38:03
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Project in TensorFlow

Higher Ed
This video helps you execute a project in TensorFlow.<br<br/>/>

This clip is from the chapter "Transfer Learning" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on transfer learning.
Instructional Video6:50
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Extending to Multiple Layers

Higher Ed
This video explains extending to multiple layers.
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This clip is from the chapter "Gradient Descent in CNNs" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on gradient descent...
Instructional Video3:39
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - Convergence Animation

Higher Ed
This video explores convergence animation.
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This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the overview of the...
Instructional Video5:12
Curated Video

Deep Learning CNN Convolutional Neural Networks with Python - BiasTerm

Higher Ed
This video talks about BiasTerm.
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This clip is from the chapter "Deep Neural Network Overview" of the series "Deep Learning CNN: Convolutional Neural Networks with Python".This section focuses on the overview of the deep...
Instructional Video6:28
Curated Video

Python for Deep Learning - Build Neural Networks in Python - One-hot encoding using scikit-learn

Higher Ed
In this video, we will learn how to work with One-hot encoding using scikit-learn.
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This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in...
Instructional Video2:15
Curated Video

Python for Deep Learning - Build Neural Networks in Python - Fitting the ANN Model to the Training Set

Higher Ed
In this video, you will learn how to fit the ANN model into the training set.
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This clip is from the chapter "Implementation of ANN in Python" of the series "Python for Deep Learning — Build Neural Networks in Python".In...
Instructional Video4:31
Curated Video

Python In Practice - 15 Projects to Master Python - Training the Model

Higher Ed
This video explains training the model.<br<br/>/>

This clip is from the chapter "Flavor Predictor" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on the flavor predictor.
Instructional Video6:21
Curated Video

Python In Practice - 15 Projects to Master Python - Creating a Classification Model

Higher Ed
This video helps in creating a classification model.
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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 section focuses on machine learning with...
Instructional Video10:59
Curated Video

Reinforcement Learning and Deep RL Python Theory and Projects - Training and Evaluating Model

Higher Ed
This video explains training and evaluating the model.<br<br/>/>

This clip is from the chapter "Trading Bot RL" of the series "Reinforcement Learning and Deep RL Python (Theory and Projects)".This section focuses on the Trading Bot RL.