Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Practical Poisoning Attacks
From the section: Build a Threat Model and Learn Different Attacks on AI. In this section, you will create a high-level threat model for AI solution to choose the right priorities against various threats. The aim of this video is to...
NASA
NASA in Silicon Valley: Ruth Globus and Jon Galazka Talk About Biology Data from Space
A conversation with Jon Galazka, project scientist for NASA’s GeneLab, and Ruth Globus, a rodent research project scientist, at NASA's Ames Research Center in Silicon Valley.
Curated Video
Statistics for Data Science and Business Analysis - Decomposing the Linear Regression Model - Understanding its Nuts and Bolts
This video explains about decomposing the linear regression model - understanding its nuts and bolts. This clip is from the chapter "Subtleties of Regression Analysis" of the series "Statistics for Data Science and Business...
The Wall Street Journal
AI Revolution
Will AI change the world? Where will it be felt first in the economy and society, and how will society regulate its development?
Python Programmer
EDA Python - 21-Pandas_Geo_1
In this part 5 of the EDA project, we plot covid-19 data onto a map using geopandas.
Curated Video
Power BI Masterclass - Learning DAX: Model Structure Challenge Applying Bridge Tables
In this video, we will be learning DAX to find out model structure challenge applying bridge tables. This clip is from the chapter "DAX, Excel, and More" of the series "Power BI Masterclass".In this section, we will be understanding DAX...
Curated Video
Data Science and Machine Learning with R - Getting Started with Data Visualization in R
This video explains getting started with data visualization in R. This clip is from the chapter "Data Visualization in R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This section explains...
Fun Robotics
Salary Prediction Model
Training a regression model to predict candidates' salaries using a linear regression algorithm.
NASA
Small Steps, Giant Leaps: Episode 44, Transiting Exoplanet Survey Satellite Small Steps, Giant Leaps
NASA Deputy Director of Astrophysics Jeff Volosin discusses the Transiting Exoplanet Survey Satellite (TESS) mission.
Curated Video
Data Science and Machine Learning with R - Tidy Data
This video explains tidy data. This clip is from the chapter "Data Manipulation in R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This section focuses on data manipulation in R.
Curated Video
Statistics for Data Science and Business Analysis - Practical Example: Regression Analysis
This video shows a practical example of regression analysis. This clip is from the chapter "Practical Example: Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section explains about regression...
Curated Video
Python for Data Analysis: Step-By-Step with Projects - Handling Outliers (1)
This video introduces you to handling outliers part 1. This clip is from the chapter "Cleaning Data" of the series "Python for Data Analysis: Step-By-Step with Projects".This section introduces you how to clean the data.
Curated Video
Python for Data Analysis: Step-By-Step with Projects - Olympic Games Project Overview
This video introduces you to the Olympic games project overview. This clip is from the chapter "Capstone Practice Project III" of the series "Python for Data Analysis: Step-By-Step with Projects".This section introduces you to Capstone...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Linear Regression
From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold cross-validation....
R Programming 101
Recoding data using R programming. Using the tidyverse and dplyr packages to create a new variable
This video is about how to recode data and manipulate data using R programming. It is really an R programming for beginners videos. It provides a demonstration of how to recode data using the tidyverse package (specifically the dplyr...
Curated Video
Quantitative Sales Forecasting: Analyzing Trends and Extrapolating Future Sales Performance
This video is a lecture presentation on quantitative sales forecasting. The speaker explains the technical and sophisticated layer involved in extrapolating past data to predict future sales and provides insight into how businesses can...
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : White-Box Adversarial with Example
From the section: Testing Image Classification.In this section, you will design specific security tests for image recognition systems. Here you will focus on one particular type of AI solution – image classification, and one category of...
Fun Robotics
Understanding Train-test-split Function
Exemplifies the working of train_test_split function.
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Classifying Images with a Simple CNN, Part 1
From the section: Deep Learning and Tensorflow: Part 2. In this section, we’ll talk about what CNNs is, and how it works. Deep Learning and Tensorflow: Part 2: [Activity] Classifying Images with a Simple CNN, Part 1
R Programming 101
R programming for beginners - Rename variables and reorder columns. Data cleaning and manipulation
This is an R programming for beginners video. Learn how to rename variables and reorder columns in R. If you want to use the Tidyverse in R to manipulate data and clean data then you need to start by using the select function to select...
Curated Video
Python for Data Analysis: Step-By-Step with Projects - Aggregating Statistics
This video explains aggregating statistics. This clip is from the chapter "Exploratory Data Analysis" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains exploratory data analysis.
Curated Video
Describing Data Sets
In this video, students will learn how to describe a data set by using the characteristics of the quantity measured. The video covers different types of data representations such as dot plots, histograms, and tables, and explains how to...
Curated Video
Data Science and Machine Learning with R - Working with Factors
This video explains working with factors in R. This clip is from the chapter "Intermediate R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This section explains intermediate R.
NASA
NASA in Silicon Valley: Jennifer Dungan Talks About Studying the Earth with Satellites
A conversation with Jennifer Dungan, a research scientist at NASA’s Ames Research Center and project manager for the big-data Earth science initiative, the NASA Earth Exchange.