fbpx
Toggle navigation
The Difference between Artificial Intelligence, Machine Learning and Deep Learning

The Difference between Artificial Intelligence, Machine Learning and Deep Learning

  • Home
  • /
  • Blog
  • /
  • The Difference between Artificial Intelligence, Machine Learning and Deep Learning

Updated: May 13, 2022

Today, read any tech article or news and you will be fired with the terms “Artificial Intelligence”, “Machine Learning” and “Deep Learning”. The biggest corporate giants Google, IBM, Facebook, Microsoft, and Amazon are voraciously acquiring Artificial Intelligence startups and companies. In just 3 months of 2017, 34 acquisitions were made. Forrester in the new report, “Prediction 2017: Artificial Intelligence Will Drive the Insights Revolution”, predicts a 300% increase in investment in Artificial Intelligence from 2016 to 2017. The report further proceeds to say that “insight-driven businesses will steal $ 1.2 trillion per annum from their less-informed peer by 2020.” Therefore, it is a worthy investment to disambiguate between the terms Artificial Intelligence, Machine Learning, and Deep Learning and explore the 20 best platforms.

Artificial Intelligence

Artificial Intelligence (AI)

Artificial Intelligence, or simply AI, is the broad umbrella term describing computer systems attempting to mimic human-like intelligence. John McCarthy, who coined the term in 1956, defines it as “the science and engineering of making intelligent machines.” Today, the areas of AI technology are primarily Robotics, Machine Learning, Machine Vision and Natural Language Processing. But the key benefit of AI in business is Predictive Analytics. Using AI algorithms, enterprises can grow exponentially to gain a significant competitive advantage over their peers. Venture Scanner reveals the exponential growth of funding in AI startups, with 2016 seeing over $ 2.5 Billion.

ai-funding-by-year-q1-2017

Machine Learning (ML)

The subfield of AI called Machine Learning (ML) focuses on developing algorithms that can help computer systems learn automatically, without being explicitly programmed. To accomplish this task, a wide range of algorithms have been developed such as Linear Regression, Logistic Regression, Support Vector Machines (SVM), K-Means, Decision Trees, Random Forests, Naive Bayes, PCA and lastly, Artificial Neural Networks (ANN). Venture Scanner reveals that over $ 3.5 billion has been invested in ML applications with over 400 companies investing in the field.

artificial-intelligence-venture-funding

Deep Learning (DL)

But today, the new buzzword ruling the market is Deep Learning (DL), and this technique was born out of ANNs. Not only is it insanely popular, but it is slowly wiping out all other techniques of ML. Deep Learning uses multi-layered neural nets and learns by crunching a large amount of data. Though the core idea was presented in the ’60s, it is only today with the availability of data and powerful Graphical Processing Units (GPUs) that it proved successful. The recent accomplishments of DL were in the field of Machine Vision, Machine Translation, Speech Recognition, Automated Game Playing and Self Driving Vehicles.

20 Best Platforms for AI

Currently, instead of selling their AI software directly, the tech giants are developing platforms to implement Machine Learning and Deep Learning, which will allow customers to build mobile applications on them. And therefore, even smaller companies can develop state-of-the-art software using AI without getting lost in the nitty-gritty of the algorithmic technicalities. Here are 20 of the most popular platforms and APIs:

  1. AlchemyAPI
  2. Amazon Machine Learning
  3. API.ai
  4. AT&T Speech
  5. BigML
  6. Caffe
  7. CNTK
  8. Deeplearning4j
  9. DiffBot
  10. DMTK
  11. Google Cloud Prediction API
  12. IBM Watson
  13. Infosys Mana
  14. KAI
  15. Mahout
  16. Microsoft Azure Machine Learning
  17. OpenCyc
  18. PredictionIO
  19. TensorFlow
  20. Wit

Today in the world, AI is the biggest game-changer which is causing technology to advance faster than ever before. With the huge availability of data and open-source platforms, it is extremely easy for enterprises to implement AI. Therefore, if you fail to plunge into AI today, you might just find yourself out of business in a few years.

 

We're BitCot!

Need help? We design, build, and grow digital products across Android,iOS, and web.

Contact Now

    Share On:

    Apple Pay allows users to pay using their credit cards without a PIN or password. Apple Pay works by scanning the card's hologram. It can also be used to save card details. However, Apple Pay isn't available for all credit cards. According to the https://aucasinoslist.com/casinos/iphone-casino/, only the banks that accept it can approve it for use with this system. Then, you can use it to make payments and deposits at Apple Pay casinos. If you'd prefer to play at a casino that accepts payments via your Apple Pay, you can simply visit the website's Apple Pay page.

    Enquanto as estratégias de apostas positivas e negativas para jogos de cassino online podem ajudá-lo a ganhar uma pequena vantagem sobre o cassino, ambas podem diminuir drasticamente a sua banca. De acordo com o https://casinosnobrasil.com.br/, jogadores que são habilidosos o suficiente para usar ambas as estratégias podem ter dificuldade em perder uma aposta quando as marés acabarem. Eles devem apostar no que acham que é a melhor opção para eles. Estes sistemas não só são populares, mas também são extremamente eficazes.

    Raj Sanghvi BitCot CEO

    Author: Raj Sanghvi

    Raj Sanghvi is a technologist and founder of BitCot, a full-service award-winning software development company. With over 15 years of innovative coding experience creating complex technology solutions for businesses like IBM, Sony, Nissan, Micron, Dicks Sporting Goods, HDSupply, Bombardier and more, Sanghvi helps build for both major brands and entrepreneurs to launch their own technologies platforms.

    Visit Raj Sanghvi on LinkedIn and follow him on TwitterView Full Bio

    Every Company is a Technology Company.   No matter what industry you’re in, what service or products you…

    Subscription-based business models ​​have multiple benefits including encouraging customer success,…

    Free project quote

    Fill out the enquiry form and we'll get back to you as soon as possible.

    Contact Us: 858-683-3692

      Dave S

      Co-Founder- StompSessions

      Quote

      I have Known BitCot for 4 years and have been impressed with the diversity and quality of BitCot work. With that solid foundation it was really easy to select BitCot as our development partner.

      Quote