Instructional Video9:52
Curated Video

The Art of Doing: Dive Into Android Development with Kotlin - Constraint Layout Basics 2

Higher Ed
In this video, we will cover constraint layout basics 2.
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This clip is from the chapter "The Constraint Layout: A First Look" of the series "The Art of Doing: Dive Into Android Development with Kotlin".In this section, we...
Instructional Video12:19
Curated Video

Practical Data Science using Python - Python String Operations

Higher Ed
This video explains Python string operations.<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 Video18:31
Curated Video

Practical Data Science using Python - Histograms and Normal Approximation

Higher Ed
This video explains histograms and normal approximation.
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This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business...
Instructional Video19:32
Curated Video

Practical Data Science using Python - Types of Data and Descriptive Statistics

Higher Ed
This video explains types of data and descriptive statistics.
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This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using...
Instructional Video19:20
Curated Video

Practical Data Science using Python - Statistics and Experiments

Higher Ed
This video explains statistics and experiments.
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This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business...
Instructional Video15:15
Curated Video

Practical Data Science using Python - ML-Data and CRISP-DM

Higher Ed
This video explains ML-Data and CRISP-DM.<br<br/>/>

This clip is from the chapter "Introduction to Data Science" of the series "Practical Data Science Using Python".This section introduces you to data science.
Instructional Video16:38
Curated Video

Practical Data Science using Python - History of Machine Learning

Higher Ed
This video explains the history of machine learning.<br<br/>/>

This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
Instructional Video11:22
Curated Video

Practical Data Science using Python - Data Science Stages and Technologies

Higher Ed
This video explains data science stages and technologies.<br<br/>/>

This clip is from the chapter "Introduction to Data Science" of the series "Practical Data Science Using Python".This section introduces you to data science.
Instructional Video16:58
Curated Video

Practical Data Science using Python - Central Limit Theorem

Higher Ed
This video explains the Central Limit Theorem.<br<br/>/>

This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business applications.
Instructional Video9:05
Curated Video

Practical Data Science using Python - Bias and Variance

Higher Ed
This video explains bias and variance.<br<br/>/>

This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
Instructional Video9:44
Curated Video

Practical Data Science using Python - Support Vector Machine - Classifying Polynomial Data

Higher Ed
This video explains Support Vector Machine - classifying polynomial data.
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This clip is from the chapter "Advanced Classification Techniques – Support Vector Machine" of the series "Practical Data Science Using Python".This...
Instructional Video9:36
Curated Video

Practical Data Science using Python - Random Forest - Optimization Continued

Higher Ed
This video explains random forest - optimization continued.
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This clip is from the chapter "Ensemble Methods – Random Forest" of the series "Practical Data Science Using Python".This section explains classification using...
Instructional Video18:39
Curated Video

Practical Data Science using Python - Random Forest - Model Building and Hyperparameter Tuning using Grid Search CV

Higher Ed
This video explains random forest - model building and hyperparameter tuning using grid search CV.
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This clip is from the chapter "Ensemble Methods – Random Forest" of the series "Practical Data Science Using Python".This...
Instructional Video13:55
Curated Video

Practical Data Science using Python - Pandas DataFrame 2

Higher Ed
This video explains the describe() DataFrame command.<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 Video17:53
Curated Video

Practical Data Science using Python - Logistic Regression - Telecom Churn Case Study

Higher Ed
This video explains logistic regression - Telecom Churn case study.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video14:04
Curated Video

Practical Data Science using Python - Logistic Regression - Model Optimization 2

Higher Ed
This video demonstrates how to predict the level by taking 0.3 as the optimum threshold.
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This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic...
Instructional Video13:59
Curated Video

Practical Data Science using Python - Linear Regression Data Preparation and Analysis 1

Higher Ed
This video explains linear regression data preparation and analysis.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video12:28
Curated Video

Practical Data Science using Python - Linear Regression - Feature Scaling and Cost Functions

Higher Ed
This video explains linear regression - feature scaling and cost functions.<br<br/>/>

This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Instructional Video18:33
Curated Video

Practical Data Science using Python - Data Science Technologies and Analytics

Higher Ed
This video explains data science technologies and analytics.<br<br/>/>

This clip is from the chapter "Introduction to Data Science" of the series "Practical Data Science Using Python".This section introduces you to data science.
Instructional Video15:42
Curated Video

Practical Data Science using Python - EDA Project - 2

Higher Ed
This video explains data distribution.<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 Video22:15
TLDR News

TLDR News Responds to Your Criticism & Complaints

12th - Higher Ed
A couple of weeks ago we asked for your negative feedback about TLDR News. With that feedback collected and collated Jack wanted to take a moment to respond fully. So in this video Jack will apologise, explain & justify why you think we...
Instructional Video18:28
Curated Video

Practical Data Science using Python - Support Vector Machine Concepts

Higher Ed
This video introduces you to Support Vector Machine concepts.
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This clip is from the chapter "Advanced Classification Techniques – Support Vector Machine" of the series "Practical Data Science Using Python".This section...
Instructional Video20:47
Curated Video

Practical Data Science using Python - Random Forest Steps Pruning and Optimization

Higher Ed
This video explains random forest steps pruning and optimization.
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This clip is from the chapter "Ensemble Methods – Random Forest" of the series "Practical Data Science Using Python".This section explains classification using...
Instructional Video17:33
Curated Video

Practical Data Science using Python - Random Forest - Ensemble Techniques Bagging and Random Forest

Higher Ed
This video introduces you to ensemble techniques bagging and random forest.
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This clip is from the chapter "Ensemble Methods – Random Forest" of the series "Practical Data Science Using Python".This section explains...