Curated Video
Predictive Analytics with TensorFlow 1.4: Vectors, Matrices, and Graphs
We will discuss vectors, metrics, and tensors, which are some fundamental topics for learning predictive analytics. • Understand vectors and matrices • Find transpose of matrix
Curated Video
Predictive Analytics with TensorFlow 4.2: From Disaster to Decision –Titanic Example Revisited
In this video, we will see how we could develop several predictive models for Titanic survival prediction and do some analytics using them. In particular, we will discuss logistic regression, random forest, and linear SVM. We start with...
Curated Video
Predictive Analytics with TensorFlow 4.1: Supervised Learning for Predictive Analytics
In this video, we will see a type of machine learning process that is supervised learning. We will also see linear regression. We will use it for movie rating prediction. • See the spam filtering example • Use linear regression for movie...
Math Fortress
Calculus III: The Dot Product (Level 7 of 12)
This video goes over the dot product also known as the scalar product. This video goes over 3 challenging examples that require the use of dot product.
Fun Robotics
Classification Applications
Introducing class 5 and Exploring the Different Applications of Classification
Curated Video
Predictive Analytics with TensorFlow 1.1: The Course Overview
This video will give you an overview about the course.
Curated Video
CompTIA Security+ Certification SY0-601: The Total Course - Third-Party Risk Management
Some business activities cannot be completed entirely within an organization and must be outsourced. Ensuring that proper security safeguards are in place throughout the hardware, software, and personnel supply chain results in a...
Curated Video
Ensemble Machine Learning Techniques 2.5: Ensemble Learning for Regression
In this video, we will use python to write a simple ensemble learning model for Regression. • We will use Jupyter Notebook to execute our code • Use of Height vs weight to demonstrate the ensemble technique • Use different models instead...
National Institute of Standards and Technology
Cybersecurity and Innovation in the Information Economy - Segment 1
As part of its initiative to ensure that the Internet continues to spawn growth and innovation, the U.S. Dept. of Commerce held a symposium on "Cybersecurity and Innovation in the Information Economy" on July 27, 2010 in Washington DC....
Curated Video
Predictive Analytics with TensorFlow 6.4: TF-IDF Model for Predictive analytics
TF-IDF measures how important a word is in a document or in a collection of documents. It is used extensively in informational retrieval and reflects the weight of the word in the document, frequency and the inverse document frequency. •...
Maddie Moate
How to make a Wildlife Camera (using a Raspberry Pi!) | Maddie Moate
For a long time I've really wanted to get stuck in with a Raspberry Pi project and the My Naturewatch Camera has been something I've been meaning to make for AGES. This video is a detailed step by step instructional video, something that...
Curated Video
Describe computer programming : Basics of Python
From the section: Introduction to Python. In this section we look at Python's fundamental, built-in data structures, and discuss how and when to use them. This video will walk you an overview about the Python. • Go to the Python.org...
National Institute of Standards and Technology
Key to Security: Biometric Standards
NIST develops and tests biometrics (e.g., fingerprint, face, iris, & multimodal) standards and technology that promote security, interoperability, and innovation. Four projects (in collaboration with the DHS and the FBI) are highlighted:...
Zach Star
Are Engineering Jobs 'Hands On'?
In this video I discuss whether jobs in engineering are hands on, more computer work, or in the field. Some people might have the wrong image of an engineering job which may cause confusion down the road. The good news is that engineers...
National Institute of Standards and Technology
Cybersecurity and Innovation in the Information Economy - Segment 5
As part of its initiative to ensure that the Internet continues to spawn growth and innovation, the U.S. Dept. of Commerce held a symposium on "Cybersecurity and Innovation in the Information Economy" on July 27, 2010 in Washington DC. ...
Globalive Media
Beyond Innovation: Episode 2
A computer algorithm predicts ad popularity, China embraces blockchain technology and AI chat-bots offer top-notch customer care. Plus, Anthony and Michael speak with a media startup turning to technology to solve the journalism crisis....
Curated Video
Predictive Analytics with TensorFlow 2.3: Using Information Theory in Predictive Modeling
This video will first explain you the information theory. We will then see types of entropy. We will use the information theory in Python. • Study the different types of entropy • Use information theory in Python
Curated Video
Predictive Analytics with TensorFlow 10.1: Recommendation Systems
Recommendation systems is a subclass of information filtering system that helps predict the "rating" or "preference" based on the rating provided by users of an item. We will also see collaborative filtering and content-based filtering...
National Institute of Standards and Technology
Cybersecurity and Innovation in the Information Economy - Segment 9
As part of its initiative to ensure that the Internet continues to spawn growth and innovation, the U.S. Dept. of Commerce held a symposium on "Cybersecurity and Innovation in the Information Economy" on July 27, 2010 in Washington DC....
Curated Video
Predictive Analytics with TensorFlow 7.1: Deep Learning for Better Predictive Analytics
DL is a branch of ML based on a set of algorithms that attempt to model high-level abstractions in data. In this video, we will see artificial neural networks and deep neural networks. We will also see deep neural networks architecture....
Curated Video
Predictive Analytics with TensorFlow 11.3: Developing a Stock Price Predictive Model
An emerging area for applying is the stock market trading, where a trader acts like a reinforcement agent since buying and selling particular stock changes the state of the trader by generating profit or loss, that is, reward. • Define...
Curated Video
Predictive Analytics with TensorFlow 7.3:Using Multilayer Perceptrons for Predictive Analytics
For this video, we will be using bank marketing datasets. The data is related to direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. We will do predictive analytics using...
Curated Video
Predictive Analytics with TensorFlow 6.1: NLP Analytics Pipelines
This video will explain us the general purpose of machine learning and also explain the workflow of predictive analytics. • Understand the workflow of predictive analytics in machine learning
The Wall Street Journal
Kai-Fu Lee on the Future of AI and Enterprise Tech
Kai-Fu Lee, founder and CEO of Sinovation Ventures on where AI trendlines head next, and how AI will be applied to enterprise.