Amazon Wants to Teach You Machine Learning Through Music? – Dice Insights
Machine learning has rapidly become one of those buzzwordsembraced by companies around the world. Even if they dont fully understandwhat it means, executives think that machine learning will magically transformtheir operations and generate massive profits. Thats good news fortechnologistsprovided they actually learn the technologys fundamentals, ofcourse.
Amazon wants to help with the learning aspect of things. At this years AWS re:Invent, the company is previewing the DeepComposer, a 32-key keyboard thats designed to train you in machine learning fundamentals via the power of music.
No, seriously. AWS DeepComposer is theworlds first musical keyboard powered by machine learning to enable developersof all skill levels to learn Generative AI while creating original musicoutputs, reads Amazonsultra-helpful FAQ on the matter. DeepComposer consists of a USB keyboardthat connects to the developers computer, and the DeepComposer service,accessed through the AWS Management Console.There are tutorials andtraining data included in the package.
Generative AI, the FAQcontinues, allows computers to learn the underlying pattern of a given problemand use this knowledge to generate new content from input (such as image,music, and text). In other words, youre going to play a really simple songlike Chopsticks,and this machine-learning platform will use that seed to build a four-hourWagner-style opera. Just kidding! Or are we?
Jokes aside, the ideathat a machine-learning platform can generate lots of data based on relativelylittle input is a powerful one. Of course, Amazon isnt totally altruistic inthis endeavor; by serving as a training channel for up-and-comingtechnologists, the company obviously hopes that more people will turn to it forall of their machine learning and A.I. needs in future years. Those interestedcan sign up for the preview on adedicated site.
This isnt the first time that Amazon has plunged into machine-learning training, either. Late last year, it introduced AWS DeepRacer, a model racecar designed to teach developers the principles of reinforcement learning. And in 2017, it rolled out AWS DeepLens camera, meant to introduce the technology world to Amazons take on computer vision and deep learning.
Membership has its benefits. Sign up for a free Dice profile, add your resume, discover great career insights and set your tech career in motion. Register now
For those who master the fundamentals of machine learning, the jobs can prove quite lucrative. In September, theIEEE-USA Salary & Benefits Salarysuggested that engineers with machine-learning knowledge make an annual average of $185,000. Earlier this year, meanwhile, Indeed pegged theaverage machine learning engineer salary at $146,085, and its job growth between 2015 and 2018 at 344 percent.
If youre not interested in Amazonsversion of a machine-learning education, there are other channels. For example,OpenAI, the sorta-nonprofit foundation (yes, itsas odd as it sounds), hosts what it calls Gym, a toolkit fordeveloping and comparing reinforcement algorithms; it also has a set of modelsand tools, along with a very extensive tutorialin deepreinforcement learning.
Googlelikewise has acrash course,complete with 25 lessonsand 40+ exercises, thats a good introduction to machine learning concepts.Then theres Hacker Noon and its interesting breakdown ofmachine learning andartificial intelligence.
Onceyou have a firmer grasp on the core concepts, you can turn to BloombergsFoundations of Machine Learning,afree online coursethat teaches advanced concepts such asoptimization and kernel methods. A lotof math is involved.
Whateverlearning route you take, its clear that machine learning skills have anincredible value right now. Familiarizing yourself through thistechnologywhether via traditional lessons or a musical keyboardcan only helpyour career in tech.
Follow this link:
Amazon Wants to Teach You Machine Learning Through Music? - Dice Insights
- Optimization of wear parameters for ECAP-processed ZK30 alloy using response surface and machine learning ... - Nature.com - April 22nd, 2024 [April 22nd, 2024]
- Machine learning approach predicts heart failure outcome risk - HealthITAnalytics.com - April 22nd, 2024 [April 22nd, 2024]
- Practical approaches in evaluating validation and biases of machine learning applied to mobile health studies ... - Nature.com - April 22nd, 2024 [April 22nd, 2024]
- Application of power-law committee machine to combine five machine learning algorithms for enhanced oil recovery ... - Nature.com - April 22nd, 2024 [April 22nd, 2024]
- Free tool uses machine learning to pick better molecules for testing new reactions - Chemical & Engineering News - April 22nd, 2024 [April 22nd, 2024]
- Automated Analysis of Nuclear Parameters in Oral Exfoliative Cytology Using Machine Learning - Cureus - April 22nd, 2024 [April 22nd, 2024]
- An AI Ethics Researcher's Take On The Future Of Machine Learning In The Art World - SlashGear - April 22nd, 2024 [April 22nd, 2024]
- Enhancing Emotion Recognition in Users with Cochlear Implant Through Machine Learning and EEG Analysis - Physician's Weekly - April 22nd, 2024 [April 22nd, 2024]
- Imageomics Applies AI and Vision Advancements to Biological Questions - Photonics.com - April 22nd, 2024 [April 22nd, 2024]
- Machine learning reveals the control mechanics of an insect wing hinge - Nature.com - April 22nd, 2024 [April 22nd, 2024]
- The Future of ML Development Services: Trends and Predictions - FinSMEs - April 22nd, 2024 [April 22nd, 2024]
- CSRWire - Island Conservation Harnesses Machine Learning Solutions From Lenovo and NVIDIA To Restore Island ... - CSRwire.com - April 22nd, 2024 [April 22nd, 2024]
- Investigation of the effectiveness of a classification method based on improved DAE feature extraction for hepatitis C ... - Nature.com - April 22nd, 2024 [April 22nd, 2024]
- Machine Learning Uncovers New Ways to Kill Bacteria With Non-Antibiotic Drugs - ScienceAlert - April 22nd, 2024 [April 22nd, 2024]
- Formal Interaction Model (FIM): A Mathematics-based Machine Learning Model that Formalizes How AI and Users Shape One Another - MarkTechPost - April 22nd, 2024 [April 22nd, 2024]
- A secure approach to generative AI with AWS | Amazon Web Services - AWS Blog - April 22nd, 2024 [April 22nd, 2024]
- Imbalanced Learn: the Python library for rebuilding ML datasets - DataScientest - April 22nd, 2024 [April 22nd, 2024]
- AI has a lot of terms. We've got a glossary for what you need to know - Quartz - April 22nd, 2024 [April 22nd, 2024]
- Texxa AI, Where ideas take flight: Revolutionizing AI Solutions for Businesses and Individuals - GlobeNewswire - April 22nd, 2024 [April 22nd, 2024]
- Using machine learning to identify patients with cancer that would benefit from immunotherapy - Medical Xpress - April 22nd, 2024 [April 22nd, 2024]
- Researchers at Stanford University Explore Direct Preference Optimization (DPO): A New Frontier in Machine Learning and Human Feedback - MarkTechPost - April 22nd, 2024 [April 22nd, 2024]
- Machine Learning Helps Scientists Locate the Neurological Origin of Psychosis - ExtremeTech - April 22nd, 2024 [April 22nd, 2024]
- Slack delivers native and secure generative AI powered by Amazon SageMaker JumpStart | Amazon Web Services - AWS Blog - April 22nd, 2024 [April 22nd, 2024]
- Accurate and rapid antibiotic susceptibility testing using a machine learning-assisted nanomotion technology platform - Nature.com - March 20th, 2024 [March 20th, 2024]
- AI reveals the complexity of a simple birdsong - The Washington Post - March 20th, 2024 [March 20th, 2024]
- Researchers from MIT and Harvard Developed UNITS: A Unified Machine Learning Model for Time Series Analysis that Supports a Universal Task... - March 20th, 2024 [March 20th, 2024]
- Undergraduate Researchers Help Unlock Lessons of Machine Learning and AI - College of Natural Sciences - March 20th, 2024 [March 20th, 2024]
- Machine Learning Accelerates the Simulation of Dynamical Fields - Eos - March 20th, 2024 [March 20th, 2024]
- Inter hospital external validation of interpretable machine learning based triage score for the emergency department ... - Nature.com - March 20th, 2024 [March 20th, 2024]
- HEAL: A framework for health equity assessment of machine learning performance - Google Research - March 20th, 2024 [March 20th, 2024]
- Expert on how machine learning could lead to improved outcomes in urology - Urology Times - March 20th, 2024 [March 20th, 2024]
- Unlock the potential of generative AI in industrial operations | Amazon Web Services - AWS Blog - March 20th, 2024 [March 20th, 2024]
- Optimize price-performance of LLM inference on NVIDIA GPUs using the Amazon SageMaker integration with NVIDIA ... - AWS Blog - March 20th, 2024 [March 20th, 2024]
- Orange isn't building its own AI foundation model here's why - Light Reading - March 20th, 2024 [March 20th, 2024]
- Wall Street's Favorite Machine Learning Stocks? 3 Names That Could Make You Filthy Rich - InvestorPlace - March 20th, 2024 [March 20th, 2024]
- Edge Impulse machine learning platform adds support for NVIDIA TAO Toolkit and Omniverse - CNX Software - March 20th, 2024 [March 20th, 2024]
- MIT Researchers Developed an Image Dataset that Allows Them to Simulate Peripheral Vision in Machine Learning Models - MarkTechPost - March 20th, 2024 [March 20th, 2024]
- 18 Cutting-Edge Artificial Intelligence Applications in 2024 - Simplilearn - March 20th, 2024 [March 20th, 2024]
- Machine-learning-based global optimization of microwave passives with variable-fidelity EM models and response ... - Nature.com - March 20th, 2024 [March 20th, 2024]
- Benchmarking machine learning and parametric methods for genomic prediction of feed efficiency-related traits in ... - Nature.com - March 20th, 2024 [March 20th, 2024]
- PyCaret: Everything you need to know about this Python library - DataScientest - March 20th, 2024 [March 20th, 2024]
- Crypto Entities That Neglect AI and Machine Learning Investment Will Lag Behind, Warns Binance CTO Bitcoin News - Bitcoin.com News - March 20th, 2024 [March 20th, 2024]
- VictoriaMetrics Machine Learning takes monitoring to the next level - The Bakersfield Californian - March 20th, 2024 [March 20th, 2024]
- How Marketers Can Elevate Creative Performance with AI-Driven Format Optimisation - ExchangeWire - March 20th, 2024 [March 20th, 2024]
- Revolutionizing carbon neutrality: Machine learning paves the way for advanced CO reduction catalysts - EurekAlert - March 20th, 2024 [March 20th, 2024]
- BurstAttention: A Groundbreaking Machine Learning Framework that Transforms Efficiency in Large Language Models with Advanced Distributed Attention... - March 20th, 2024 [March 20th, 2024]
- Construction of environmental vibration prediction model for subway transportation based on machine learning ... - Nature.com - March 20th, 2024 [March 20th, 2024]
- Introducing 'Get started with generative AI on AWS: A guide for public sector organizations' | Amazon Web Services - AWS Blog - March 20th, 2024 [March 20th, 2024]
- Generative deep learning for the development of a type 1 diabetes simulator | Communications Medicine - Nature.com - March 20th, 2024 [March 20th, 2024]
- Integrating core physics and machine learning for improved parameter prediction in boiling water reactor operations ... - Nature.com - March 11th, 2024 [March 11th, 2024]
- Top AI Certification Courses to Enroll in 2024 - Analytics Insight - March 11th, 2024 [March 11th, 2024]
- Machine learning techniques applied to construction: A hybrid bibliometric analysis of advances and future directions - ScienceDirect.com - March 11th, 2024 [March 11th, 2024]
- Artificial Intelligence Market towards a USD 2,745 bn by 2032 - Market.us Scoop - Market News - March 11th, 2024 [March 11th, 2024]
- Data Maturation Represents the Essential Reason for Deploying Machine Learning Today | By Adam Mogelonsky - Hospitality Net - March 11th, 2024 [March 11th, 2024]
- The Top 3 Machine Learning Stocks to Buy in March 2024 - InvestorPlace - March 11th, 2024 [March 11th, 2024]
- How to Learn the Math Needed for Data Science - Towards Data Science - March 11th, 2024 [March 11th, 2024]
- This AI Paper from Huawei Introduces DenseSSM: A Novel Machine Learning Approach to Enhance the Flow of Hidden Information between Layers in State... - March 11th, 2024 [March 11th, 2024]
- Machine learning and the prediction of suicide in psychiatric populations: a systematic review | Translational Psychiatry - Nature.com - March 11th, 2024 [March 11th, 2024]
- Machine learning algorithms show applications in OAB, antibiotic resistance - Urology Times - March 11th, 2024 [March 11th, 2024]
- Scientists develop new machine learning method for modeling chemical reactions - Phys.org - March 11th, 2024 [March 11th, 2024]
- Machine learning developed a CD8+ exhausted T cells signature for predicting prognosis, immune infiltration and drug ... - Nature.com - March 11th, 2024 [March 11th, 2024]
- Single Transit Detection In Kepler With Machine Learning And Onboard Spacecraft Diagnostics - Astrobiology - Astrobiology News - March 11th, 2024 [March 11th, 2024]
- Meta AI Proposes Wukong: A New Machine Learning Architecture that Exhibits Effective Dense Scaling Properties Towards a Scaling Law for Large-Scale... - March 11th, 2024 [March 11th, 2024]
- Putting the AI in NIA: New opportunities in artificial intelligence - National Institute on Aging - March 11th, 2024 [March 11th, 2024]
- Revolutionizing LLM Training with GaLore: A New Machine Learning Approach to Enhance Memory Efficiency without Compromising Performance - MarkTechPost - March 11th, 2024 [March 11th, 2024]
- Uncertainty-aware deep learning for trustworthy prediction of long-term outcome after endovascular thrombectomy ... - Nature.com - March 11th, 2024 [March 11th, 2024]
- AI Engineer Salary: The Lucrative World of AI Engineering - Simplilearn - March 11th, 2024 [March 11th, 2024]
- Multimodal artificial intelligence-based pathogenomics improves survival prediction in oral squamous cell carcinoma ... - Nature.com - March 11th, 2024 [March 11th, 2024]
- Northrop Grumman Partners to Advance Deep Sensing for the US Army | Northrop Grumman - Northrop Grumman Newsroom - March 11th, 2024 [March 11th, 2024]
- Global cellular IoT connections to grow 90% to 6.5 bn by 2028: Juniper Research - ETTelecom - March 11th, 2024 [March 11th, 2024]
- Enhancing statistical reliability of weather forecasts with machine learning - Phys.org - March 11th, 2024 [March 11th, 2024]
- Inside AI: Talking to the Data - Inside Unmanned Systems - March 11th, 2024 [March 11th, 2024]
- Anemond's Factoid 2 is an experimental sampler plugin that uses machine learning to "decompose", remix and ... - MusicRadar - March 11th, 2024 [March 11th, 2024]
- Advancing Chemistry with AI: New Model for Simulating Diverse Organic Reactions - Lab Manager Magazine - March 11th, 2024 [March 11th, 2024]
- Generative AI: Understand the challenges to realize the opportunities | Amazon Web Services - AWS Blog - March 11th, 2024 [March 11th, 2024]
- How To Specialize in Artificial Intelligence - Troy Today - Troy University - March 11th, 2024 [March 11th, 2024]
- Google DeepMind Introduces Two Unique Machine Learning Models, Hawk And Griffin, Combining Gated Linear Recurrences With Local Attention For Efficient... - March 11th, 2024 [March 11th, 2024]
- Unlocking Innovation: AWS and Anthropic push the boundaries of generative AI together | Amazon Web Services - AWS Blog - March 11th, 2024 [March 11th, 2024]
- Introducing Microsoft's AI Red Team And PyRIT - AiThority - March 11th, 2024 [March 11th, 2024]
- Unveiling the World of Artificial Intelligence: A Beginner's Guide - Medium - January 3rd, 2024 [January 3rd, 2024]