7 Recent AI Developments: Artificial Intelligence News - Koombea
AI Robots Learning Through Observation · AI Robot Caregivers Are Filling a Shortfall · AI Beer Brewers · AI-Based Cybersecurity · AI Diagnostics for ...
Machine Learning
Artificial Intelligence (AI) is one of the major developments of our time. In particular, <anchor>Machine Learning</anchor>, and the implications that go with it, is shaking up many aspects of how we do things, allowing us to deploy AI software where we previously used a human or a more inefficient process. Sometimes this is to the consternation of people, particularly those who worry about AI systems and machine intelligence taking over human jobs, or perhaps the sci-fi scenario of AI being intelligent and organized enough to overrule humans.
Machine Learning Solutions for Your App｜Koombea
Machine Learning Solutions for Your App｜Koombea[Skip to Content](#maincontent)

[Contact phone +1-888-840-3252Show the contact number +1-888-840-3252](tel:+18888403252)

[Koombeais the leading mobile consultancy and web app development agency for businesses looking to bring their ideas to reality](https://www.koombea.com)

Primary Navigation

- [Home](https://www.koombea.com/)
- [Services](/services/)




ENGAGEMENT MODELS



- [![Project Based Development](https://www.koombea.com/wp-content/themes/koombea/dist/images/project-based-dev-ff302e6e45ee61360d63e43e83af2363.svg)\
\
Project Based Development\
\
Software solutions tailored to your specific business requirements.](/services/project-based-development/)
- [![Managed Services](https://www.koombea.com/wp-content/themes/koombea/dist/images/managed-services-63c786521abbe301c25f25436ba28c98.svg)\
\
Managed Services Program\
\
Monitoring, and support to optimize\
your technology](/services/managed-it-services/)
- [![Staff Augmentation](https://www.koombea.com/wp-content/themes/koombea/dist/images/staff-aug-c65f31ee462f1f70cdb095fff88cc72c.svg)\
\
Staff Augmentation\
\
Integrate skilled professionals into your team, enhancing your in-house capabilities](/services/it-staff-augmentation/)
- [![Software Maintenance](https://www.koombea.com/wp-content/themes/koombea/dist/images/software-maintenance-86eee9e62572a770cfbf440127a327bb.svg)\
\
Software Maintenance\
\
Reliable support for your digital\
solution's longevity.](/services/application-maintenance-and-support/)
- [![Mobile with Apps](https://www.koombea.com/wp-content/themes/koombea/dist/images/rescue-project-f9d48c90d679841fffcccb44ed4dcbe9.svg)\
\
Rescue Project\
\
Turns around failing projects, restoring momentum and delivering successful outcomes.](/services/rescue-projects/)

- [SERVICES](#services)
  - [Mobile Development](/services/mobile-app-development/)
    - [iOS App Development](/services/ios-app-development/)
    - [Android App Development](/services/android-app-development/)
    - [Cross-platform App Development](/services/cross-platform-app-development/)
    - [Hybrid Mobile App Development](/services/hybrid-app-development/)
    - [Enterprise App Development](/services/enterprise-application-development/)
    - [Mobile App Support & Maintenance](/services/application-maintenance-and-support/)
  - [Web Development](/services/web-development/)
    - [Website redesign](/services/website-redesign/)
    - [PWA](/services/pwa/)
    - [Web App Development](/services/web-app-development/)
    - [Shopify Development](/services/shopify-development/)
    - [Web App Design](/services/web-app-design/)
    - [Saas Development](/services/saas-development/)
  - [AI Development](/services/ai-development/)
  - [UX/UI Design](/services/digital-product-design/)
  - [Quality Assurance](/services/quality-assurance/)
  - [eCommerce](/services/ecommerce-development-solutions/)
  - [Digital Transformation](/services/digital-transformation-solutions/)
  - [ALL SERVICES](/services/)
- [INDUSTRIES](#industries)
  - [FinTech](/industries/fintech-app-development-services/)
  - [MedTech](/industries/custom-healthcare-software-development-services/)
  - [Retail](/industries/retail-software-development/)
  - [EdTech](/industries/educational-app-development-services/)
  - [IoT](/industries/iot-app-development-services/)
  - [HiTech](/industries/hitech/)
- [TECH STACK](/tech-stack/)




PROGRAMMING LANGUAGES

- [Swift](/tech-stack/swift/)
- [Kotlin](/tech-stack/kotlin/)
- [PHP](/tech-stack/php/)

FRAMEWORKS

- [Ruby on Rails](/tech-stack/ruby-on-rails/)
- [Angular](/tech-stack/angular/)
- [React](/tech-stack/react/)
- [Laravel](/tech-stack/laravel/)
- [Flutter App Development](/services/flutter-app-development/)

- [EMERGING TECH](#emerging-tech)
  - [Machine Learning](/services/machine-learning/)
  - [Virtual Reality](/services/vr-software-development/)
  - [AI Development](/services/ai-development/)
- [PLATFORMS](#platforms)
  - [Wordpress](/tech-stack/wordpress/)
  - [Shopify](/shopify-plus-partner/)
  - [AWS](/aws-partner/)
  - [Stripe Developers](/stripe-developers/)
  - [Contentful Development](/services/contentful-development/)

- [Our Work](https://www.koombea.com/our-work/)
- [Careers](https://www.koombea.com/careers/)
- [About](https://www.koombea.com/about/)
- [Blog](https://www.koombea.com/blog/)
- [Get in Touch](https://www.koombea.com/contact/)

- Engagement Models
  - [Project Based Development](/services/project-based-development/)
  - [Managed Services Program](/services/managed-it-services/)
  - [Staff Augmentation](/services/it-staff-augmentation/)
  - [Software Maintenance](/services/application-maintenance-and-support/)
  - [Rescue Project](/services/rescue-projects/)
- Services
  - Mobile Development
    - [Mobile App Development](/services/mobile-app-development/)
    - [iOS App Development](/services/ios-app-development/)
    - [Android App Development](/services/android-app-development/)
    - [Cross-platform App Development](/services/cross-platform-app-development/)
    - [Hybrid Mobile App Development](/services/hybrid-app-development/)
    - [Enterprise App Development](/services/enterprise-application-development/)
    - [Mobile App Support & Maintenance](/services/application-maintenance-and-support/)
  - Web Development
    - [Custom Web Development](/services/web-development/)
    - [Website redesign](/services/website-redesign/)
    - [PWA](/services/pwa/)
    - [Web App Development](/services/web-app-development/)
    - [Shopify Development](/services/shopify-development/)
    - [Web App Design](/services/web-app-design/)
    - [Saas Development](/services/saas-development/)
  - [Ideation](/services/product-ideation/)
  - [AI Development](/services/ai-development/)
  - [UX/UI Design](/services/digital-product-design/)
  - [Quality Assurance](/services/quality-assurance/)
  - [Software Consulting](/services/software-development-consultants/)
  - [App Maintenance](/services/application-maintenance-and-support/)
  - [ALL SERVICES](/services/)
- Industries
  - [FinTech](/industries/fintech-app-development-services/)
  - [MedTech](/industries/custom-healthcare-software-development-services/)
  - [Retail](/industries/retail-software-development/)
  - [EdTech](/industries/educational-app-development-services/)
  - [IoT](/industries/iot-app-development-services/)
  - [HiTech](/industries/hitech/)
- Tech Stack
  - Programming Languages
    - [Swift](/tech-stack/swift/)
    - [Kotlin](/tech-stack/kotlin/)
    - [PHP](/tech-stack/php/)
  - Frameworks
    - [Ruby on Rails](/tech-stack/ruby-on-rails/)
    - [Angular](/tech-stack/angular/)
    - [React](/tech-stack/react/)
    - [Laravel](/tech-stack/laravel/)
    - [Flutter App Development](/services/flutter-app-development/)
- Emerging Tech
  - [Machine Learning](/services/machine-learning/)
  - [Virtual Reality](/services/vr-software-development/)
  - [AI Development](/services/ai-development/)
- Platforms
  - [Wordpress](/tech-stack/wordpress/)
  - [Shopify](/shopify-plus-partner/)
  - [AWS](/aws-partner/)
  - [Stripe Developers](/stripe-developers/)
- [Our Work](/our-work/)
- [About](/about/)
- [Careers](/careers/)
- [Blog](/blog/)
- ![arrow](https://www.koombea.com/wp-content/themes/koombea/dist/images/back-green-arrow-fe40e64a759e80269762d9ec502129f7.webp)
- ![arrow](https://www.koombea.com/wp-content/themes/koombea/dist/images/back-green-arrow-fe40e64a759e80269762d9ec502129f7.webp)

[get in touch](/contact/)

Main banner animation wave

# Business Machine Learning Solutions

[Get in Touch](/contact/)

![Business Machine Learning Solutions](https://www.koombea.com/wp-content/uploads/2024/05/business-machine-learning-solutions.webp)

1. [Home](/)
2. [Services](https://www.koombea.com/services/)
3. Machine Learning

Machine Learning Solutions are available to everyone through our services. With our learning algorithms, you can implement new features and increase your app’s engagement.

## What Is Machine Learning?

![Robot Creating](https://www.koombea.com/wp-content/themes/koombea/dist/images/robot-creating-92f5da5d644a09ecd2ccbb5229b94e30.webp)

Machine Learning is a [HiTech](/industries/hitech/) technology that allows your app to learn based on the available data through
techniques like unsupervised learning. It is a common mistake to confuse it with Artificial Intelligence.
This last encompasses a broader set of techniques that don’t necessarily learn from data.

A Machine Learning algorithm uses complex mathematical and statistical techniques like logistic regression
for pattern recognition. However, Machine Learning is much more than these highly technical operations.
Although it is driven by a scientific approach, it is also a very creative field. At Koombea we combine expert
knowledge with a creative problem-solving approach.

## Use Machine Learning to Improve Decision Making

In today's fast-developing Cloud computing era, Machine Learning solutions for apps can help your company improve
its business systems and decision-making processes. Machine Learning leverages Big Data in order to identify
patterns and optimize processes. This can help your organization gain productivity and efficiency.

Commonly combined with Deep Learning and Artificial Intelligence, our Machine Learning solutions use rigorous
statistical data science modeling. Through our integral computer science-driven approach, we manage your data
warehouse strategically so that your information is stored securely in a dedicated or a public Cloud, helping
you achieve powerful long term results.

## Why Your App Needs Machine Learning Solutions

Is your company in need of better forecasts? Do you need to make sense of unstructured data? Let us know what
you need. Our team of data scientists, business analysts, designers, and engineers is fully equipped with the
latest technology to use Machine Learning solutions to improve your app.

Machine Learning algorithms are capable of surpassing humans in many ways. By implementing Machine Learning
within your app you will be able to increase its performance and improve functionalities in important ways
while gaining efficiency.

![Nut Cicle Process](https://www.koombea.com/wp-content/themes/koombea/dist/images/automation-nut-7bb5e412d99ac5f4008c2719b0933581.svg)

### Automate repetitive tasks: decrease your costs by automating recurrent actions and  minimize human interventions.

![Cloud Icon](https://www.koombea.com/wp-content/themes/koombea/dist/images/cloud-conection-0c2e819b04ee1efec9e49c5eb91daf64.svg)

### Make sense of your data: organize, process, and visualize your information by training  powerful data models.

![Cicle Process](https://www.koombea.com/wp-content/themes/koombea/dist/images/checked-round-a7016f52e547cc0cdde4c799c5e9eca5.svg)

### Optimize productivity: reduce risks and do more with the same resources through unsupervised  learning algorithms.

![Nut Cicle Process](https://www.koombea.com/wp-content/themes/koombea/dist/images/spotlight-ideation-89ddddc5806deec865aae681121b58a7.svg)

### Refine processes: increase your efficiency and effectiveness and improve your  decision-making processes.

## Our Machine Learning Approach

Technology moves pretty fast and it is hard to know what the future will look like. That’s why at Koombea we
develop Machine Learning systems together with our customers. We give you our honest opinion on what’s best
for your app. This way, you reduce the risk of implementing technologies that might become obsolete soon.

We first understand your business needs. Next, we research different feasible and viable alternatives. Lastly,
we come up with the best Machine Learning solution for your needs.

## Machine Learning Consulting: Advice & Guidance

Many companies want to implement Machine Learning techniques like Deep Learning but they don’t know how to do
it or they just don’t know where to start. At Koombea we are prepared to guide you through all the challenges
related to training data models to address the specific business needs of your app.

These are some Machine Learning features you might find useful for your app:

- Face Recognition
- Pattern Recognition

- Predictive Analytics
- Smart Energy Savings
- Resources Management
- Personalization
- Natural Language Processing (NLP)
- Fraud Detection
- Speech Recognition

## Common Machine Learning Questions

If you are thinking about implementing Machine Learning features to your app, you probably have a lot of
questions. These are some of the most common questions people usually ask.

![Question Mark](https://www.koombea.com/wp-content/themes/koombea/dist/images/question-mark-b70beaa19465342df8ee343a47a8e8a4.svg)

### What Machine Learning features should I include in my project?

Choosing the right features should be a thorough and well-thought-out process. To do this, you might
want to go through an Ideation exercise. By doing this you will be able to understand in detail your
project’s requirements.

![Question Mark](https://www.koombea.com/wp-content/themes/koombea/dist/images/question-mark-b70beaa19465342df8ee343a47a8e8a4.svg)

### Which is the best tool for Machine Learning?

There are many different Machine Learning tools that you can use for your project. Amazon Web Services
(AWS) offers some of the most powerful and comprehensive tools in the market. Koombea is a certified AWS
partner.

![Question Mark](https://www.koombea.com/wp-content/themes/koombea/dist/images/question-mark-b70beaa19465342df8ee343a47a8e8a4.svg)

### Does Machine Learning really work?

Few technologies are expected to disrupt entire industries in the coming years like Machine Learning.
The question is not whether it works, but rather how you want to implement it to solve your business
problems.

![Question Mark](https://www.koombea.com/wp-content/themes/koombea/dist/images/question-mark-b70beaa19465342df8ee343a47a8e8a4.svg)

### What is the best programming language for Machine Learning?

There is no single best programming language to build Machine Learning features. Choosing the right
tech stack ultimately depends on the type of project you are working on. In general, Python is a great
alternative.

![Question Mark](https://www.koombea.com/wp-content/themes/koombea/dist/images/question-mark-b70beaa19465342df8ee343a47a8e8a4.svg)

### Is it hard to implement Machine Learning features into an app?

Implementing Machine Learning solutions successfully into your app requires setting up the necessary
resources, and this might take some time. To do this correctly, it is best to work with a strategic
partner who knows about technology but is also interested in understanding your business needs in detail.

## About Koombea

We have been building world-class apps since 2007. Innovation through state of the art technology is at the
heart of what we do. Our team of Machine Learning engineers, business analysts, and designers are fully prepared
to research, develop, test, and implement any Machine Learning features your app needs.

[LET'S DISCUSS YOUR PROJECT](/contact/)

## Partnerships and Certifications

[![AWS Partner Network Certification Logo](https://www.koombea.com/wp-content/themes/koombea/dist/images/aws-ad4f9ec087d4e3c9aa4e1c6085e599f2.webp)**Learn more about Our Partnerships and Certifications, AWS**](/aws-partner/)

[![Stripe - Finalcial infrastructure](https://www.koombea.com/wp-content/themes/koombea/dist/images/stripe-wordmark-9662bc64c34348873c6ee34e87d1e0d1.webp)**Learn more about Our Partnerships and Certifications, stripe**](/stripe-developers/)

[![Shopify Plus Partners Logo](https://www.koombea.com/wp-content/themes/koombea/dist/images/shopify-a84d2de01ba8c99437aaf282ea614019.webp)**Learn more about Our Partnerships and Certifications, Shopify Plus Partners**](/shopify-plus-partner/)

![Certificated Agile Tester](https://www.koombea.com/wp-content/themes/koombea/dist/images/cat-logo-1924aeda5ff702026a1c10d620da5155.webp)

### One of Our Partnerships and Certifications, CAT

![Scrum Alliance Certified ScrumMaster](https://www.koombea.com/wp-content/themes/koombea/dist/images/csm-certified-9c78ff4aaa918a643f1a7a3cdd499a1e.webp)

### One of Our Partnerships and Certifications, Scrum Alliance Certified ScrumMaster

![Certified Tester Agile Tester Foundation Extension](https://www.koombea.com/wp-content/themes/koombea/dist/images/istqb-logo-3d3f051a3c9926ea683d153aa320213b.webp)

### One of Our Partnerships and Certifications, ISTQB

[![Reviewed on Clutch Logo](https://www.koombea.com/wp-content/themes/koombea/dist/images/clutch-63d345e492ac3bdefc09ac11434f0034.webp)**Learn more about Our Partnerships and Certifications, Clutch**](https://clutch.co/profile/koombea)

![Power Partner](https://www.koombea.com/wp-content/themes/koombea/dist/images/power-partner-0f2404a4b145de97432cb1b8d8d70af7.webp)

### One of Our Partnerships and Certifications, Power Partner

## The Art of Pattern Recognition

Check out Koombea’s Machine Learning guide and implement cutting edge features.

Email address

DOWNLOAD THE EBOOK

![Ebook](https://www.koombea.com/wp-content/themes/koombea/dist/images/art-of-pr-b4dfced781c63972e2d7ca0332ce8cae.webp)

## Jonathan Tarud Message

![Jonathan Tarud](https://www.koombea.com/wp-content/themes/koombea/dist/images/jonathan-0b741da3eaad56ec3d3ace18feca4043.webp)

“Machine Learning has helped FlightLogger significantly improve approximations by making
them much more accurate. As a result, we have been able to increase user satisfaction and enhance
our app’s performance.”

Jonathan Tarud

CEO FlightLogger

## Related Services

[**Product Ideation Services** \
\
Determine the viability of your innovation and receive a detailed work breakdown structure (WBS).](https://www.koombea.com/services/product-ideation/)

[**Digital Product Design Services** \
\
User Experience (UX), UI design, Wireframing, Information Architecture, and User flows.](https://www.koombea.com/services/digital-product-design/)

[**Quality Assurance Services** \
\
Functional, Automation, and Performance testing through Continuous Integration.](https://www.koombea.com/services/quality-assurance/)

## Related Articles

[![How to Make An AI: Everything You Need to Know](https://www.koombea.com/wp-content/uploads/2024/05/creating-an-ai-banner@2x-170x132.webp)\
\
HiTech\
\
**How to Make An AI: Everything You Need to Know**\
\
by\
Jonathan Tarud\
\
Jul 18, 2024](https://www.koombea.com/blog/how-to-make-an-ai/)

[![AI Models: How Does It Work?](https://www.koombea.com/wp-content/uploads/2021/08/ai-model-how-does-it-work-banner@2x-170x132.webp)\
\
HiTech\
\
**AI Models: How Does It Work?**\
\
by\
Jonathan Tarud\
\
Jun 18, 2024](https://www.koombea.com/blog/ai-models/)

[![Machine Learning Vs. Artificial Intelligence: Understanding the Differences](https://www.koombea.com/wp-content/uploads/2020/06/the-difference-between-artificial-intelligence-and-machine-learning-banner@2x-170x132.webp)\
\
HiTech\
\
**Machine Learning Vs. Artificial Intelligence: Understanding the Differences**\
\
by\
Jonathan Tarud\
\
Nov 30, 2023](https://www.koombea.com/blog/machine-learning-vs-artificial-intelligence/)

Koombea [koombea logo](https://www.koombea.com)

## Our Specialities

- [AI](/services/ai-development/)
- [EdTech](https://www.koombea.com/industries/educational-app-development-services/)
- [FinTech](https://www.koombea.com/industries/fintech-app-development-services/)
- [MedTech](https://www.koombea.com/industries/custom-healthcare-software-development-services/)
- [HiTech](https://www.koombea.com/industries/hitech/)
- [Retail](https://www.koombea.com/industries/retail-software-development/)
- [IoT](https://www.koombea.com/industries/iot-app-development-services/)

## Locations

- [Barranquilla, CO](/locations/barranquilla/)
- [New York, USA](/locations/new-york-mobile-app-development/)
- [San Francisco, USA](/locations/san-francisco-app-development-services/)
- [Miami, USA](/locations/miami-app-development-company/)
- [Chicago, USA](/locations/chicago-mobile-app-development/)

## Partners

- [Partner with Koombea](/partners/)
- [Shopify Plus Partners](/shopify-plus-partner/)
- [AWS Partners](/aws-partner/)
- [Stripe Partners](/stripe-developers/)

## Company

- [Careers](/careers/)
- [Brand Guidelines](/brand-guidelines/)

Call us [+1-888-840-3252](tel:+18888403252)

[![Facebook Koombea](https://www.koombea.com/wp-content/themes/koombea/dist/images/facebook-icon-circle-718260032ee3512e311ff157b4f9e47f.svg)](https://www.facebook.com/koombea/)[![Youtube Koombea](https://www.koombea.com/wp-content/themes/koombea/dist/images/youtube-icon-circle-c374e564f9bce43717f281334529c8fb.svg)](https://www.youtube.com/channel/UCSojz4fXhZM8XbYFVZ4FsCQ)[![Linkedin Koombea](https://www.koombea.com/wp-content/themes/koombea/dist/images/linkedin-icon-circle-e0a41389736ff62b447b7d8be65ebb58.svg)](https://www.linkedin.com/company/koombea/)

[![Instagram Koombea](https://www.koombea.com/wp-content/themes/koombea/dist/images/instagram-icon-circle-5f5790f976c5af277762cb1bb9fe0ca7.svg)](https://www.instagram.com/koombea/)[![Twitter Koombea](https://www.koombea.com/wp-content/themes/koombea/dist/images/twitter-icon-circle-550ddb2aa739cc2be51dc4b71a836a6f.svg)](https://twitter.com/koombea/)

© 2007 -  Koombea, Inc. All Rights Reserved. [Privacy policy](/privacy-policy/)   /   [Site map](/sitemap.xml)