APMonitor
Deploy Python ML Apps
Training and testing are often performed once on a dedicated computing platform. The trained model is then packaged for another computing system for predictions. Deploying machine learning is the process of making the model available to...
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with X-Ray images: Case Study - Part 6
From the section: CNN-Industry Live Project: Find Medical Abnormalities and Save Life. This section includes a CNN-Industry live project on working with X-Ray images. CNN-Industry Live Project: Find Medical Abnormalities and Save Life:...
TLDR News
Office Work Automation: You Aren't Too Creative To Be Replaced
Over recent years we have seen more and more jobs being replaced by robotics. But what will happen when AI comes for white collar and office work? Are you really too creative to be replaced?
Curated Video
Julia for Data Science (Video 24)
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...
Packt
Improve the accuracy of an artificial intelligence system : Exploring Hyper Parameters to Improve the Accuracy
From the section: Building a Recommender System. In this section you will build a system that recommends restaurants based on similar user’s ratings, using collaborative filtering. You will also learn about exploring hyper parameters to...
Curated Video
How AI Predicted the Coronavirus Outbreak
Jordan explains how algorithms can be used to predict and monitor disease outbreaks, including in the case of the 2020 Coronavirus, or COVID-19, outbreak.
Institute for New Economic Thinking
Bretton Woods, Past and Present: 3. Models in Economics
What is a good model in economics? "The Kids" asked a dozen economists in the halls of the Mount Washington Hotel in Bretton Woods, and we invite you to watch what they said. Good models are those that pass the test of time, says...
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
Design a computer system using tree search and reinforcement learning algorithms : Tallying Every Outcome of an Agent Playing Blackjack Using MC
From the section: Model-Free Prediction and Control With Monte Carlo (MC). In this section, we will learn one of two improvements on DP – Monte Carlo, a method which does not require a model of the environment. We talk about a new...
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Introduction to Machine Learning Tasks
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 give an overview of machine learning tasks. This...
Fun Robotics
Project ResNet 50
Using Pre-trained models in a new project to Classify different images
Curated Video
Predictive Analytics with TensorFlow 9.2: Implementing an RNN for Spam Prediction
We will see how to implement an RNN in TensorFlow to predict spam/ham from texts. • Construct RNN network • Perform the training • Plot accuracy over time
Packt
Develop an AI system to solve a real-world problem : Boosting and Ensembles
From the section: Predicting Sales with Supervised Learning. In this section, learners will use their first machine learning techniques, including Support Vector Machines and Artificial Neural Networks. These techniques will be applied...
Curated Video
Migrating to Angular 2 (Video 3)
Angular 2 is a technical and conceptual overhaul of its hugely popular predecessor, AngularJS. This means that for developers who have built and maintained applications with AngularJS, and need to transition projects across to Angular 2,...
Blockchain Central
5 Key Crypto Events of 2018 (Year Review)
This week on Blockchain Central: we will have a look back at the most important crypto events from 2018, that have changed the entire course of the industry
Englishing
Lesson on the FUTURE (Future Simple, going to, Present continuous, and Present Simple)
This lesson will delve into four types of tenses used for the future: Future Simple - will, going to, Present Continuous and Present Simple. For each one, Mr. P. will list the most important rules there are. He will provide examples as...
Weatherthings
Les tempetes: vents violents, tempetes de neige, tornades
Des enfants sur un terrain de jeu se servent de leur creativite et de leur imagination pour imiter les differents genres de tempetes que l'on retrouve sur Terre. Des orages aux tempetes de vent, de neige et de pluie, en passant par les...
Curated Video
Prediction and Forecasting
In this video, we will cover prediction and forecasting. This clip is from the chapter "AI Workloads and Considerations (15-20%)" of the series "AI-900: Microsoft Azure AI Fundamentals Video Course + Ques".In this section, we will cover...
Blockchain Central
Drastic Price Drop in 2018 - EXPLAINED
This week on Blockchain Central: we’ll see what’s been going on with the Crypto market lately, analyze why it’s been dipping and show you a few potential reasons for that recent slump.
AllTime 10s
10 Nostradamus Predictions That Haven't Come True Yet
Believers have credited him with predicting some of history's most earth shattering events, from Napoleon to Hitler and even 9/11. But what's left for this infamous astrologist's writings? Alltime10s has scoured the prophecies to find 10...
TLDR News
Who Will Win the EU Parliamentary Elections? - Brexit Explained
Polling is a notoriously difficult thing to get right. People regularly try and fail to predict how the electorate will vote and what it will mean for the elections. However in this video we give it out best shot, teaming up with...
Curated Video
Band 8+ Remarkable Prediction Phrases
Today you’ll learn two band 8+ prediction phrases to impress the examiner. Today’s phrases are fantastic to introduce your opinions about the future, or your predictions. Where are these useful on your IELTS Exam? Not in Academic Writing...
Primer
Simulating Competition and Logistic Growth
When resources are limited, how do populations grow (or not)?
Curated Video
Ensemble Machine Learning Techniques 3.2: How Bagging Works
This video aims to teach the viewer how to use Bootstrapping for Ensemble Learning. • We go into the details of application of Bootstrapping for ensemble Learning • Use understand about Bootstrap aggregating • Look at the Algorithm for...