Instructional Video19:35
Curated Video

Practical Data Science using Python - Data Science Introduction and Use Cases

Higher Ed
This video introduces you to data science and its use cases. 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 Video5:00
Curated Video

Understanding the Dunning Kruger Effect

Pre-K - Higher Ed
The Dunning-Kruger effect is a cognitive bias where a person overestimates their own qualities and abilities, in relation to the same qualities and abilities of other people. This video further explains this concept, as well as its...
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. 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 will take a look...
Instructional Video12:19
Curated Video

Practical Data Science using Python - Python String Operations

Higher Ed
This video explains Python string operations. 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. 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 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. This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business...
Instructional Video19:20
Curated Video

Practical Data Science using Python - Statistics and Experiments

Higher Ed
This video explains statistics and experiments. 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 Video15:15
Curated Video

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

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

Practical Data Science using Python - Random Forest - Optimization Continued

Higher Ed
This video explains random forest - optimization continued. This clip is from the chapter "Ensemble Methods – Random Forest" of the series "Practical Data Science Using Python".This section explains classification using decision trees.
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. This clip is from the chapter "Ensemble Methods – Random Forest" of the series "Practical Data Science Using Python".This section explains...
Instructional Video13:55
Curated Video

Practical Data Science using Python - Pandas DataFrame 2

Higher Ed
This video explains the describe() DataFrame command. 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. 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. This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
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. 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. 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. 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. 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. This clip is from the chapter "Advanced Classification Techniques – Support Vector Machine" of the series "Practical Data Science Using Python".This section explains advanced...