Curated Video
Apache Kafka - Real-time Stream Processing (Master Class) - Introduction
This video introduces the course. This clip is from the chapter "Before you start" of the series "Apache Kafka - Real-time Stream Processing (Master Class)".This section introduces the course and includes lectures which describes about...
Curated Video
Data Science and Machine Learning with R - Data Frames: Helper Functions
This video explains data frames helper functions. This clip is from the chapter "Data Types and Structures in R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This video explains data types...
Curated Video
Data Science and Machine Learning with R - Creating Data Frames
This video explains creating data frames. This clip is from the chapter "Data Types and Structures in R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This video explains data types and...
IDG TECHtalk
Machine learning and AI advancements
The hype around artificial intelligence and machine learning is giving way to real use. Join us as InfoWorld’s Serdar Yegulalp and IDG TECHtalk host Ken Mingis discuss how AI and ML have become easier to put into production, how AI and...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Example 1 - Build Multi-layer perceptron for binary classification
From the section: Artificial Neural Networks. In this section, we’ll learn about ANN. Artificial Neural Networks: Example 1 - Build Multi-layer perceptron for binary classification
Fun Robotics
Kmeans Clustering Method
Implementing the Kmeans clustering method to form groups of people in a dataset.
Curated Video
Learning R for Data Visualization (Video 8)
R is on the rise and showing itself as a powerful option in many software development domains. At its core, R is a statistical programming language that provides impressive tools for data mining and analysis, creating high-level...
Curated Video
Deep Learning with Python (Video 18)
Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in Python....
IDG TECHtalk
How to plot in R with echarts4r
Learn how to make everything from basic line graphs to racing bar charts – all interactive and easily animated -- with echarts4r!
Curated Video
Mastering Tableau 2018.1, Second Edition 11.1: Data Visualization Best Practices for Effective Dashboards
In this video, we’ll see the best practices that we can use to create effective dashboards. • Best practices for creating effective dashboards • Implement best practices for effective dashboards
Curated Video
Predictive Analytics with TensorFlow 6.5: Using Word2vec for Sentiment Analysis
We will see how we can improve the previous predictive model with minimum effort using TF-IDF. • Use Word2vec for doing sentiment analysis
Curated Video
Predictive Analytics with TensorFlow 6.2: Transformers and Estimators
We will get a brief explanation of transformers and estimators. We will also look at different types of transformers and estimators. • Look at the different types of transformers • Look at the different types of estimators
R Programming 101
Create a boxplot using R programming with the ggplot package.
Visualize one categorical and one numeric variable If you are interested in using R programming to visualize your data, then you have come to the right place. Ggplot is a fantastic package that can be used to create plots and graphs to...
The Wall Street Journal
The Future of Doctoring
Large health-care systems are defining new models of primary care, and tech is changing how the work of doctors is managed. How are doctors adjusting, and how do we educate the next generation to work in this new environment?
Curated Video
Statistics for Data Science and Business Analysis - Practical Example
This video contains a practical example on descriptive statistics. This clip is from the chapter "Descriptive Statistics Fundamentals" of the series "Statistics for Data Science and Business Analysis".This section describes the...
Curated Video
Create a machine learning model of a real-life process or object : Analyzing the Airbnb Dataset and Making a Plan
From the section: Regression Task Airbnb Prices in New York. We will use a real-world Airbnb dataset that contains data about New York properties for rent in 2019 on Airbnb, including their price. It is a simple dataset and makes a good...
Fun Robotics
Market Basket Analysis
Implementing Apriori algorithm to generate association rules for grocery transactions.
The Wall Street Journal
Investing In Women
Investing in women-led companies is one thing; ensuring women hold big stakes in the next wave of successful startups is another. Jana Messerschmidt, Katie Stanton and April Underwood of #Angels talk about the cap table--and how to get...
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Practical Example of Classification Attacks for MNIST Adversarial Challenge
From the section: Security Test Using Adversarial Attack. In this section, you will test any AI system against the latest attacks with the help of simple tools. The aim of this video is to provide practical experience in attacking a...
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 5
From the section: CNN-Industry Live Project: Playing With Real World Natural Images. This section includes a live project of working with flower images. CNN-Industry Live Project: Playing with Real World Natural Images: Working with...
Institute for New Economic Thinking
Moritz Schularick: Instability in Financial Markets 4/5
Moritz Schularick, Professor of Economics and Economic History, Free University of Berlin speaking at the breakout panel entitled "Instability in Financial Markets: Sources and Remedies" at the Institute for New Economic Thinking's...
Curated Video
Julia for Data Science (Video 21)
Julia is an easy, fast, open source language that if written well performs nearly as well as low-level languages such as C and FORTRAN. Its design is a dance between specialization and abstraction, providing high machine performance...
Curated Video
Deep Learning with Python (Video 13)
Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in Python....
Curated Video
Data Science Tutorial: How Does Outbreak Prediction Work?
This video tutorial discusses outbreak prediction using AI and data science, focusing on the current COVID-19 pandemic. The tutorial covers topics such as exponential growth models, the SIR model, and the importance of flattening the...