Bacancy Bacancy
  • Customers

      Fortune 500 Clients

      Verizon
      Verizon
      The Container Store
      The Container Store
      KPMG
      KPMG
      Academy Sports & Outdoors
      Academy Sports & Outdoors
      Bangkok Bank Ltd
      Bangkok Bank Ltd
      The Children's Place
      The Children's Place
      Edward Jones
      Edward Jones
      Franklin Templeton
      Franklin Templeton
      AdviceWorks
      AdviceWorks
      NatWest Markets
      NatWest Markets
      Bridgestone
      Bridgestone
      United Parcel Service
      United Parcel Service

      Technologies

      React JS VueJS Angular JS React Native Flutter Full Stack
      Ruby on Rails Node JS Golang PHP AI & ML Java
      Python Salesforce DevOps Block Chain Mobile App Embedded & Hardware
      Explore All
      skype-icon

      Skype ID

      bacancy
      gmail-icon

      Email Us

      [email protected]
      call-yellow-icon

      USA

      +1 347 441 4161
      wp-icon

      Canada

      +1 416 907 6738
  • what we do

      Experience

      Digital Workplace Services Product Enhancement

      Insights

      AI & Automation Data Analytics

      Innovate

      Blockchain Software Engineering Services Internet of Things (IoT) Data Science Artificial Intelligence Machine Learning

      Accelerate

      Agile & DevOps Cloud - Bacancy Combalt Digital Process Automation Open Source Microsoft Dynamics Salesforce

      Assure

      Quality Assurance IT Staff Augmentation

      Embedded & Hardware

      Product Engineering Analog Design Services FPGA Engineering Service Wireless Design Embedded Software Design

      not list

      Hardware Engineering Power Engineering IoT Hardware
      skype-icon

      Skype ID

      bacancy
      gmail-icon

      Email Us

      [email protected]
      call-yellow-icon

      USA

      +1 347 441 4161
      wp-icon

      Canada

      +1 416 907 6738
  • who we work with

      Industries

      Banking Financial services & Insurance Startups Oil & Gas

      not list

      Healthcare Life Science Real Estate & Construction Logistics
      bacancy

      Let’s grow together Partner with us

      get quote
      skype-icon

      Skype ID

      bacancy
      gmail-icon

      Email Us

      [email protected]
      call-yellow-icon

      USA

      +1 347 441 4161
      wp-icon

      Canada

      +1 416 907 6738
  • about us

      Culture

      Agile Mindset Bacancy Values Bacancy Culture

      About Company

      About Us Leadership Team Awards & Recognition Infrastructure

      not list

      Customer Reviews Our Locations Partnership Media Coverage

      WE ARE

      GREAT PLACE TO WORK - CERTIFIEDTM

      Building and sustaining High-Trust, High-Performance CultureTM

      Bacancy Great Place to Work
      skype-icon

      Skype ID

      bacancy
      gmail-icon

      Email Us

      [email protected]
      call-yellow-icon

      USA

      +1 347 441 4161
      wp-icon

      Canada

      +1 416 907 6738
  • technology

      Front End

      Angular Reactjs Vue.js UI/UX

      Platforms

      MS Dynamics Salesforce

      Back End

      Ruby on Rails Node.js Golang Laravel .NET Java Python

      Mobile

      React Native Flutter Android iOS

      Cloud

      AWS DevOps

      QA

      Automation Testing Software Testing

      Embedded & Hardware

      Embedded
      bacancy

      World-class expertise,Delivered

      get quote
      Explore All
      skype-icon

      Skype ID

      bacancy
      gmail-icon

      Email Us

      [email protected]
      call-yellow-icon

      USA

      +1 347 441 4161
      wp-icon

      Canada

      +1 416 907 6738
  • PRODUCTS

      EV Products

      Battery Management System Motor Controller DC Charger CCS2 Controller Explore All

      not list

      BMS Manufacturers and Suppliers
      bacancy

      Let’s grow together Partner with us

      get quote
      skype-icon

      Skype ID

      bacancy
      gmail-icon

      Email Us

      [email protected]
      call-yellow-icon

      USA

      +1 347 441 4161
      wp-icon

      Canada

      +1 416 907 6738
Get Quote

Bacancy

Bacancy represents the connected world, offering innovative and customer-centric information technology experiences, enabling Enterprises, Associates and the Society to Rise™.

12+

Countries where we have happy customers

800+

Agile enabled employees

06

World wide offices

10+

Years of Experience

05

Agile Coaches

14

Certified Scrum Masters

1000+

Clients projects

1458

Happy customers

  • Customers
      Technologies
      • React JS
      • Angular JS
      • Vue JS
      • Node JS
      • AI & ML
      • Explore All
      Fortune 500 Clients
      • Verizon
      • The Container Store
      • KPMG
      • Academy Sports & Outdoors
      • Bangkok Bank Ltd
      • The Children's Place
      • Edward Jones
      • Franklin Templeton
      • AdviceWorks
      • NatWest Markets
      • Bridgestone
      • United Parcel Service
  • What we do
      Experience
      • Digital Workplace Services
      • Product Enhancement
      Insights
      • AI & Automation
      • Data Analytics
      Innovate
      • Blockchain
      • Software Engineering Services
      • Internet of Things (IoT)
      Accelerate
      • Agile & DevOps
      • Cloud - Bacancy Combalt
      • Digital Process Automation
      • Open Source
      • Microsoft Dynamics
      • Salesforce
      • Service Experience Transformation
      Assure
      • Testing
      • Resource Augmentation
      Embedded & Hardware
      • Product Engineering
      • Analog Design Services
      • FPGA Engineering Service
      • Wireless Design
      • Embedded Software Design
      • Hardware Engineering
      • Power Engineering
      • IoT Hardware
      • AL/ML
  • who we work with
      Industries
      • Banking Financial services & Insurance
      • Startups
      • Oil & Gas
      • Healthcare Life Science
      • Real Estate & Construction
      • Logistics
  • About Us
      About Company
      • About Us
      • Leadership Team
      • Awards & Recognition
      • Infrastructure
      • Our Locations
      • Partnership
      Culture
      • Agile Mindset
      • Bacancy Values
      • Bacancy Culture
  • Technology
      Front End
      • Angular
      • Reactjs
      • Vue.js
      • UI/UX
      Platforms
      • MS Dynamics
      • Salesforce
      Back End
      • Ruby on Rails
      • Node.js
      • Golang
      • Laravel
      • .NET
      • Java
      • Python
      Mobile
      • React Native
      • Flutter
      • Android
      • iOS
      Cloud
      • AWS
      • DevOps
      QA
      • Automation Testing
      • Software Testing
      Embedded & Hardware
      • Embedded
      Explore All
  • Products
    • Battery Management System
    • Motor Controller
    • DC Charger CCS2 Controller
    • BMS Manufacturers and Suppliers
    • Explore All
  • Careers
  • Work @ Bacancy
  • Blogs
  • Resources
  • Customer Reviews
  • Contact
  • Get Quote
Combining IoT and Machine Learning

IoT + Machine Learning: Exploring Future Possibilities

Kiran Bhatt
Kiran Bhatt
Last Updated on May 16, 2022
March 12, 2020 7 min read

It was my solo trip to Dubai. While travelling, I met two friends, one of them was a Data scientist, and the other was a machine learning enthusiast. They were discussing about how Machine Learning and Artificial Intelligence will have an impact on our everyday life and will revolutionize the future. As discussed in the previous blog, Machine Learning is for everyone, and without a doubt, it is.

One of them said Machine Learning creates an analytical model that can enable algorithms for learning with the available data whereas the other said it is the process of eliminating human errors wherever possible that allows the data to learn patterns and make the decision without the coder. It was a great experience talking about these topics, and endless possibilities came up while travelling. I wondered the future could be even smarter if we combine IoT with Machine Learning. So, I am writing this great piece of content, discussing the emerging possibilities that can be leveraged combining IoT and Machine Learning

machine learning and iot on the rise

What is IoT and ML?

Kevin Ashton is the father of IoT( Internet of Things) that represents a system where the Internet is connected with the real world through pervasive sensors. IoT has limitless potential, orchestrate, and the capability to deploy.

The structure of IoT includes sensors through which one can talk to the cloud via some connectivity. The software processes this data to perform some tasks like automatically adjusting the device without the need of the user.

Gartner commanded The Internet of Things (IoT) is the network of physical objects that contain embedded technology to communicate and sense or interact with their internal states or the external environment.

Arthur Samuel is the inventor of Machine Learning who coined this term in 1959 while at IBM. Machine Learning is a part of Artificial Intelligence that is capable of improving from experience without being explicitly programmed. Developers can easily code complex programs directly without expanding models and visualizing the data.

As mentioned in the Gartner Glossary,

Advanced machine learning algorithms are composed of many technologies (such as deep learning, neural networks, and natural language processing), used in unsupervised and supervised learning, that operate guided by lessons from existing information.

Have a look at the global share of IoT and machine learning devices market size:

Internet of Things Market Size

Internet of Things Market Size

Source: Grand View Research

Machine Learning Market Analysis

Machine Learning Market Analysis

Source: Market Research Future

What Does Machine Learning in IoT Mean?

Machine learning has earned a considerable amount of popularity among industrial companies, and it is possible through the Internet of Things. Various companies adopt IoT as a significant area, whereas others have removed pilot projects to map the potential of IoT in large enterprises. Every IT firm is suddenly grabbing IoT platforms and consulting services for boosting the business.

There are millions of articles written about the amount of data you generate regularly. Machine learning and IoT are popular terms when Facebook shut down it’s Artificial Intelligence wing and produced a whole new language from its bots.

But if you are thinking about gaining benefits through IoT, then it is not an easy task. Somehow there is a lack of concrete objectives, where new prerequisites are placed on both sellers and buyers by IoT. Thus businesses fail to determine where to implement an IoT strategy.

For instance, industrial firms generate large amounts of data daily; large scale companies fail to store and analyze data to enhance processing efficiency to achieve specific goals.

Every business uses the learning algorithm of ML, and if you are still not aware of it, then you must read blog an on machine learning for everyone: from hype to humanization to have in-depth knowledge about Machine Learning and its applications.

The intersection of #machine #learning and #IoT is creating a need for new ways of thinking about a host of issues. #TDWIUpside | https://t.co/X47igD4OgE pic.twitter.com/dUBN0bOlr7

— TDWI (@TDWI) November 5, 2019

IoT and Machine Learning Changing the Future

Embedded System and Application of Machine Learning in IoT – Top 3 Real-World Use-cases

1. Self-Driving Cars

Self-driving cars are driverless cars, also known as an Autonomous Vehicle. These cars are capable of moving safely without human input. The control system in the vehicles interprets sensory information to identify navigation paths and relevant signage.

Self-Driving Cars

2. Robotic Vacuum Cleaners

Automated vacuum cleaners also called Robovac, which has excellent programming for floor cleaning systems. Robotic vacuums cleaners are beneficial compared to a regular cleaner machine as they vacuum on their own. Robovac can be placed anywhere; whether it’s under the bed or desks as well as a typical vacuum cleaner requires large amounts of space.

Robotic Vacuum Cleaners

3. Smart Thermostat

The smart thermostat is used with home automation for controlling a home’s air conditioner. You can control the temperature of your house using a schedule that contains features like sensors and WiFi connectivity through a smart thermostat. The HVAC system can even notify you if the air filter needs to be replaced.

Smart Thermostat

Given the rapid pace of research by Forbes, I expect Artificial Intelligence + Machine Learning = great customer experience to create new personalized media, such as music according to your preference. Imagine a future music service that doesn’t just play existing songs you might like, but continually generates new songs just for you.

— Jan Kautz, Senior Director of Visual Computing and Machine Learning Research, NVIDIA

The Future of IoT is AI: Combining IoT and Machine Learning

Combining IoT and Machine Learning

AI Offers Power to Unlock IoT Potential

Artificial intelligence plays a vital role in IoT applications in startups that combine the capabilities of machine learning-based analytics. Machine learning is an AI technology that has the potential to detect anomalies and redundant data generated by smart sensors.

Speed recognition and computer vision are the AI technologies that help to extract insight from data to require human review.

Operational Efficiency and Risk Management

AI enables better offerings to give a competitive edge in business performance. There are numerous applications connected with AI that are helping businesses to predict risk for quick response to manage cyber threats, financial loss.

Combining machine learning and IoT improve operational efficiency to predict equipment failure and operating conditions.

Enable New Services and Products

To build products and implement new services, it is essential to enhance artificial intelligence and machine learning. Natural language processing allows you to talk with machines rather than a human operator. The transportation system has cut downtime for its vehicles monitored by Navistar devices for more than 30%.

“AutoAI Offers you to Create Machine Learning Algorithms Easily and Quickly”

Have you Ever Wondered Which is Better IoT or Machine Learning?

The concept of IoT and machine learning is not new to this computing world. Machine learning uses various learning techniques on historical data to make decisions. Decision-making becomes easy if the quantity of historical data is substantial.

Bieler says that companies have a clear business goal in mind – predictive maintenance, as in the case of ThyssenKrupp and Rolls-Royce – before starting any such project.

Final Thought

More than millions of organizations have adopted one of the major cloud platform providers. Large firms like Amazon, Google, and IBM offer a wide range of services for collecting IoT information for data analytics.

According to Forrester’s Bieler, before launching a project gather information as much information as you can from IoT data, it is crucial to check what your competition is up to. The machine learning models depend on having good-quality data, so it is hard for small businesses to compete with the key players. He gave Uber’s example as an explanation: Uber has a massive amount of data compared to any start-up about passengers like popular routes and performance of a driver. They might send cars to specific areas where they assume there will be substantial demand four hours from now.

Build a smart solution, Combining IoT and Machine Learning.<.p>

We at Bacancy Technology helps all the potential marketers to identify the latest trends to estimate the potential market size. If you are looking for a development partner to implement IoT and ML in your existing business to accelerate business growth, then leverage our Artificial Intelligence and Machine Learning development services.

In case of doubt, feel free to get in touch with our experts at [email protected] to get a better understanding and identify what other possibilities could be explored, combining IoT and ML.


Expand Your Digital Horizons With Us.

Start a new project or take an existing one to the next level. Get in touch to start small, scale-up, and go Agile.


Or
E-mail us : [email protected]

Your Success Is Guaranteed !

Related Articles

Agriculture Technology Trends
Paridhi Wadhwani

April 9, 2021

AI/ML

Agriculture Technology Trends: Collaborating Tech with Agriculture

By : Paridhi Wadhwani

Quick Summary: Get amazed by technology’s superpower in the agriculture sector and witness how humankind has emerged from the tedious farm jobs to the exciting...

8 Minute Read
Read More
Custom healthcare software development
Paridhi Wadhwani

August 11, 2020

AI/ML > Health Care

Artificial Intelligence: Healing Custom Healthcare Software Development Problems

By : Paridhi Wadhwani

The COVID-19 scenario is barging with no sign of decline. More than 8 months have passed since the first coronavirus case was diagnosed, and now,...

10 Minute Read
Read More
Data Analytics
Chandni Soni

March 3, 2020

AI/ML > Technology

Introduction to Data Analytics (Here’s Everything You Need to Know)

By : Chandni Soni

Nowadays, when Artificial Intelligence comes into the picture, everyone wants to know more and more about it. With the help of data analytics, people want...

4 Minute Read
Read More

How Can We Help You?

india India (HQ)

1207-1210, Time Square, Thaltej-Shilaj Road, Ahmedabad

USA USA

4995 NW 72nd Ave, Suite 307 Miami, FL 33166

canada Canada

71 Dawes Road, Brampton, On L6X 5N9, Toronto

australia-flag Australia

351A Hampstead Rd, Northfield SA 5085

UAE UAE

1608 Clover Bay, Business Bay, Dubai, UAE. PO Box 62049

sweden Sweden

Junkergatan 4, 126 53 Hagersten


Great Place to Work

Get in Touch

call-yellow-icon

Contact Number

+1 347 441 4161

gmail-icon

Email Us

[email protected]


  • Brochure
  • Quality Assurance
  • Resources
  • FAQs
  • Customer Reviews
  • Tutorials
  • Privacy Policy
  • Sitemap
  • Contact Us
  • Employee
  • bacancy google review 4.6
    bacancy google review
    bacancy glassdoor review 4.5
    bacancy glassdoor review
    bacancy clutch review 4.8
    bacancy clutch review
    bacancy goodfirms review 4.5
    bacancy goodfirms review
    X

    Get Our Newsletter

    Be The First To Get The Latest Updates And Tutorials.

    Request A Free Consultation