IBM Watson Machine Learning

4.0
(50)

Use your own data to create, train, and deploy machine learning and deep learning models. Leverage an automated, collaborative workflow to grow intelligent business applications easily and with more confidence.

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IBM Watson Machine Learning Reviews

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IBM Watson Machine Learning review by frauzelimar p.
frauzelimar p.
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"IBM WATSON, your assistant, organizer and even business advisor"

What do you like best?

This application is something surprising, practically sutituye a whole sales department, tools to improve the sales process, strategies to improve your products, improve your interactions according to your lines of communication, maintaining the image of your company, you can additional design the processes step by step to have a true interaction with the clients.

What do you dislike?

This software, has many tools, where none is negative, saves you money at the level of hiring personnel, the work done by a human team, this does in time, a brilliant tool for our company.

Recommendations to others considering the product

for me an excellent software

What business problems are you solving with the product? What benefits have you realized?

I am downloading the processes and data of the company, to perform a small test, and confirm that it is an excellent tool for our company, something that will simply save costs and solutions in shorter times, as well as throw you proposals for improvements in the processes.

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IBM Watson Machine Learning review by Sairam  R.
Sairam R.
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"IBM Watson STT for Closed Captioning"

What do you like best?

I am a fan of the extensive APIs that Watson STT provides for transcription. We have also used them heavily for training the language models.

The APIs allow us to connect Watson to our Video cloud services - and make the process seamless. We have created an end to end Closed captioning platform based off Watson STT , the APIs and integrations with our video cloud.

This solves a big need for us.

What do you dislike?

I'd like the language models to be improved periodically.

For an education company such as ours, the ability to generate high accuracy transcripts right off the bat are a huge difference maker.

What business problems are you solving with the product? What benefits have you realized?

As an organization that produces a lot of video content being able to transcribe our content with improving degrees of accuracy is vital to serving our students needs. We use Watson to create Closed Captions for Video on demand and Live.

What Machine Learning solution do you use?

Thanks for letting us know!
IBM Watson Machine Learning review by Maria R.
Maria R.
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"Main Characteristics of IBM Watson Machine Learning"

What do you like best?

What I like the most is in terms of optimizing the company's logistics systems and processes, which, in the same way, affect the customer experience and favor an improvement in the organization of production processes that, thanks to the Machine Learning, have a solid database with which to justify decision making.

What do you dislike?

What I do not like is in terms of machine learning is precisely that those features that are subject to statistical analysis must be previously specified by the programmer manually.

Obviously, this supposes a clear restriction to the learning capacity of the machine and generates a greater incidence of human errors during the programming process

Recommendations to others considering the product

I highly recommend it, Machine Learning favors innovation and the search for new solutions that, in most cases, are based on the correct interpretation of the data received, is excellent software.

What business problems are you solving with the product? What benefits have you realized?

.The benefit obtained from this software is in terms of: technically speaking, machine learning consists of the use of statistical and mathematical techniques to create predictive models of response to data collection, this discipline is subdivided in turn between supervised learning and unsupervised learning.

That is, instead of needing a specific user to indicate exactly the instructions for each event, the program is able to progressively learn and improve its performance.

IBM Watson Machine Learning review by G2 Crowd User in Computer Software
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"ML at your fingertips"

What do you like best?

Well documented API and very easy to use, can plug into existing processes without too much trouble, reasonably priced for such a wide feature set. Everything on IBM cloud, so can be accessed almost anywhere. Customer service is also fairly responsive and knowledgeable. Helpful tutorials to get you started. Don't have to be an expert at ML to use it!

What do you dislike?

Not much freedom in adjusting results and parameters when training models; must rely on IBM Watson's black box implementation, which is nice, but makes refinement tricky. Wish there was more detailed explanations for some error codes to help with debugging.

What business problems are you solving with the product? What benefits have you realized?

Process automation to improve efficiency in the workplace; streamlined ML means there's a place in every day to day task where ML can be used. General text analysis, transcription generation, to better understand our customers. Adding more value to overall product line.

IBM Watson Machine Learning review by issac g.
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"IBM Waston - Machine Learning at your fingertip"

What do you like best?

We develop the Real-Time Indoor Air Quality Monitoring System solution leveraging Watson Machine Learning with Watson Internet of Thing to prevent air pollution and improve health conditions. The Watson Machine Learning help us alot:

- SPSS Integration

- Build in jupyter notebook - IDE for python

- Easy to handle big and multiple data sets

What do you dislike?

- Slow load times and training times

- Unstable training process, sometimes it's crash and restarts the training process from the beginning and waste ton of time.

- High switching costs

What business problems are you solving with the product? What benefits have you realized?

Applications:

- Travel

- Information Technology

- Retail

- Healthcare

- Government

IBM Watson Machine Learning review by G2 Crowd User in Insurance
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"Easy and fast"

What do you like best?

I think that watson will be more easy to implementation. I have very difficults for implement the products. The IBM tem have made efforts to implement this product in my company. We have great expectative in this result, bascically the fraud problems is a point that we are following.

What do you dislike?

time to implementartion is long and hard tasks. The price still is problem and the learning is too long, but the the inside tem is a long journey for this implementation. The third team that implementation this product don't have knowling necessary for the best implementation and coaching for my company. In the next 5 years, we are expectative the product raise and bring new vision about the customers and clients.

Recommendations to others considering the product

Watson is perfect tool for learning and business decision.

What business problems are you solving with the product? What benefits have you realized?

Customer Relationship and Business fraud.

IBM Watson Machine Learning review by Alberto G.
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"Initial startup of AI for business"

What do you like best?

The ease of use and the support provided by IBM team helps a lot the business to integrate this new platform, they expertise results unvaluable to achieve great implementation

What do you dislike?

The over see of the application of use need need more oversight by the consultos and 3 er parties

Recommendations to others considering the product

USe the expert and consultors that know the porducts

What business problems are you solving with the product? What benefits have you realized?

understrand business need for customers tryning to develop a methodology to increase the rate at which they purchase

IBM Watson Machine Learning review by Brian G.
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"Cool experience "

What do you like best?

I got to use this app and machine in real life as it helped my friend and I guide us to the right diagnosis in radiology. I enjoyed how quick it was and the tools that helped us find the answer

What do you dislike?

I think in more complicated scenarios it would not have worked well it also gave clues/information that we already knew

What business problems are you solving with the product? What benefits have you realized?

I think it will help make quicker decisions , diagnoses faster and make better business decision when treating patients

IBM Watson Machine Learning review by Jean M.
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"We interface wth Watson all the time"

What do you like best?

The buzz word that people know. We have built a app that connect and by having the name recognization makes the doors open so we can show what we have done to use it and how it wil benefit our partners

What do you dislike?

People need more education that it is not just IBM and what Watson is and how it can help,my business

What business problems are you solving with the product? What benefits have you realized?

We are in negoation on using our app for quality control

IBM Watson Machine Learning review by G2 Crowd User
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"Machine learning partnerships"

What do you like best?

I"m very impressed with how Watson is learning from various customers and technologies...and people. Watson has the ability to learn so well and translate that knowlege intuitively into value a customer appreciates.

What do you dislike?

Like any machine learning, it needs to be taught and start from a baseline.

Recommendations to others considering the product

I would recommend starting with a blank template, ask the bigger questions up front to open the lense of how Watson might be able thelp you. The dialogue then opens wide for a thought provoking outcome based vision which helps the Watson team design a solution better for your situation.

What business problems are you solving with the product? What benefits have you realized?

Looking to solve at scale issues that humans would take weeks to resolve.

IBM Watson Machine Learning review by G2 Crowd User
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"Great enterprise AI solution"

What do you like best?

Watson is easy to set up and very intuitive to use. Watson offers impressively fast analytics. The natural language querying support is really good. It offers support for a wide variety of connectors. Cleansing and preparing the data is made simple with the "Shape Before" option. The display functionality makes it a breeze to generate visualizations, publish to a dashboard, produce infographics all with a couple of clicks.

What do you dislike?

It does not have support for streaming analytics. However, it provides an option to refresh the data at very short intervals to give a near real time experience.

What business problems are you solving with the product? What benefits have you realized?

Performing business analytics. The natural language querying ability has proven to be highly efficient for use by business analysts.

IBM Watson Machine Learning review by G2 Crowd User
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"Watson machine learning made easy"

What do you like best?

There are many features available for use from regression analysis to logical regresstion. We have not used the natural language features yet.

What do you dislike?

There are many features and capabilities that are available but sometimes they can be difficult to figure out. It is great that there are many people available to help but it would be better to define use cases faster.

Recommendations to others considering the product

pick current use cases where you can ingest a lot of data, have data scientists on staff.

What business problems are you solving with the product? What benefits have you realized?

Analytics for our products. Data is transmitted to the web and we can aggregate the data and define trends from it and improve the learning at the edge.

IBM Watson Machine Learning review by Robbie B.
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"Watson for NLP"

What do you like best?

We are pleased with the ability to understand sentiment throughout communication with our customers, allowing us to quickly communicate with and log information against our member base effectively

What do you dislike?

Tribal knowledge associated with Watson has been difficult to rebound from in the event of an employee turnover.

What business problems are you solving with the product? What benefits have you realized?

We are using NLP to parse communications with members to understand preferences and dislikes more quickly

IBM Watson Machine Learning review by G2 Crowd User
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"Analytics Integrations"

What do you like best?

WE primamrily work with Watson to drive exponential vale. Operational Insight from CA / Broadcom would be pushed to Watson. CA / Broadcom gathers operational intelligence and gives Watson those insights to bring in business insights to derive an overall analysis of business critical systems

What do you dislike?

Really nothing at this point. Watson is easy tto integrate with.

What business problems are you solving with the product? What benefits have you realized?

IBM and CA / Broadcom have the potential to drive innovation to customers that need to remediate issues before they impact business critical applications causing catostrophic loss to their business.

IBM Watson Machine Learning review by Francesco V.
Francesco V.
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"A must "

What do you like best?

It's very powerful and easy to use. We use it recently with great satisfaction.

What do you dislike?

Nothing big really, it could have a better tutorial, but it's quite good.

What business problems are you solving with the product? What benefits have you realized?

We are using machine learning to build predicted maintenance software to help our customer's customers to prevent damaging on their hardware

IBM Watson Machine Learning review by Kevin M.
Kevin M.
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"It’s Aite "

What do you like best?

Simple curl commands easy to use the request to java or golang

What do you dislike?

I can’t change my API Keys. Had to open a case in order to do this

What business problems are you solving with the product? What benefits have you realized?

Learning what is relevant for our CNC application hub for users posts

IBM Watson Machine Learning review by nita k.
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"ibm machine learning"

What do you like best?

unified platform for integrating ml models alongwith watson and other applications.

What do you dislike?

errors while deployping. we connected to ibm contacts and understoood the maturity path.

Recommendations to others considering the product

more alogithms needs to be incorporated

What business problems are you solving with the product? What benefits have you realized?

deployment of model challenges. technology needs to still mature further

IBM Watson Machine Learning review by G2 Crowd User
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"Insight to a new level"

What do you like best?

Watson - ML and AI is here for real adding much value for Business and IT.

What do you dislike?

Local competence at IBM is low which cause long implementation. Skill from Europe helped us.

Recommendations to others considering the product

Define clear usecase and ensure IBM understands them. Dont rush into implementaion too quick. Use cases must be baelined from a non Watson context to be able to measure the improvement applying Watson capabilities.

What business problems are you solving with the product? What benefits have you realized?

Our ability to analyze customer activities and predict customer next step.

IBM Watson Machine Learning review by G2 Crowd User
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"Strong capabilities in some areas - needs focus as a brand!"

What do you like best?

Watson ML design for layered data modeling, allowing a customer's proprietary data to be used to adapt models while still being kept private.

What do you dislike?

Watson has become such an all-encompassing brand that at this point it means almost nothing from a technical perspective.

Recommendations to others considering the product

Get specific about what Watson ML does really well. It's great for certain structured problems.

What business problems are you solving with the product? What benefits have you realized?

We've experimented with Watson ML for several applications including business analytics and addressing specific problems for our customers.

IBM Watson Machine Learning review by Will B.
Will B.
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"Great product that allows machine learning testing"

What do you like best?

The fact that it creates a user friendly interface, for something that is incredibly complex

What do you dislike?

The features could be expanded to allow testing in bulk

Recommendations to others considering the product

Great product that is easy to setup and use

What business problems are you solving with the product? What benefits have you realized?

Testing datasets for machine learning accuracies

IBM Watson Machine Learning review by Siva A.
Siva A.
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"Good Product!"

What do you like best?

advanced models out of the box, ability to learn new areas fast

What do you dislike?

steep learning curve, takes time to understand the models and needs lots of data

What business problems are you solving with the product? What benefits have you realized?

To analyze case data and predit possible actions

IBM Watson Machine Learning review by G2 Crowd User in Information Technology and Services
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"IBM Watson - review"

What do you like best?

Well documented API, Watson is easy to set up and very intuitive to use. Watson offers impressively fast analytics. It has Vertical integration of data connectors, machine learning, and charts. Helpful tutorials to get you started. Don't have to be an expert at ML to use it!

What do you dislike?

Dependent on IBM Watsons black box testing, thus a bit complex to debug not much freedom to test

What business problems are you solving with the product? What benefits have you realized?

Chatbot for customers, text analytics

IBM Watson Machine Learning review by Ryan L.
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"Successfully NLP Classifier "

What do you like best?

Watson is very easy to use for natural language processing

What do you dislike?

Changing API keys was very difficult and didn’t have a clear solution

What business problems are you solving with the product? What benefits have you realized?

Classifying text input on applications

IBM Watson Machine Learning review by G2 Crowd User
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"Generates data quickly but is not a replacement for human analysis"

What do you like best?

Fast turnaround time, ability to analyze diverse kinds of data

What do you dislike?

Automated interpretation is vastly inferior to analysis done by humans

Recommendations to others considering the product

It works well for simple questions, where automated analysis is good enough to give accurate answers. But it fails when it comes to interpretation of complex and multifaceted data.

What business problems are you solving with the product? What benefits have you realized?

In the biotech space, it provides a quick way to get content for genomic profiling / sequencing data

IBM Watson Machine Learning review by Dele P.
Dele P.
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"my review"

What do you like best?

the accurancy by far is the best part of it all

What do you dislike?

sometimes i have to retype or reitterate my messages

What business problems are you solving with the product? What benefits have you realized?

website optimization and responsiveness

IBM Watson Machine Learning review by G2 Crowd User
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"Amazing Platform to quickly deploy your ML Models and create an endpoint for REST API access"

What do you like best?

Supports a variety of models and frameworks. Can be easily integrated with Watson Studio. You can access it from CLI as well.

What do you dislike?

A lot of work around for deploying a model by storing it in repository and then creating deployments. Would be helpful if provided library support for easy deployment on IBM Cloud like dsx.ml in Watson Studio Local

What business problems are you solving with the product? What benefits have you realized?

Creating POCs

IBM Watson Machine Learning review by G2 Crowd User
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"Technology for changing the future"

What do you like best?

we applied Watsons capabilities to analize thousands of legal document, i like efficiency and work optimization one can reach using it.

What do you dislike?

Nothing in particular, features for image recognition might be more accurate, however, this is the early stage of technology, best times yet to come

What business problems are you solving with the product? What benefits have you realized?

Mainly, for prorotyping and applying our concepts to business domains like legal and retail

IBM Watson Machine Learning review by Mohammad Salah  B.
Mohammad Salah B.
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"fun and productive"

What do you like best?

Refresh my skill sets, improve assets management in my company

What do you dislike?

Learning and training the team is too hard

What business problems are you solving with the product? What benefits have you realized?

Asset Management

IBM Watson Machine Learning review by G2 Crowd User in Retail
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"Blockworks integrated with Waston"

What do you like best?

I love how Watson is simply integrated into our Tax Preparation software Blockworks. The best part about having Waston machine learning is able to overcome any hiccups that occurs with Blockworks

What do you dislike?

I don't dislike anything about Waston because it goes above and beyond to solve the problems.

What business problems are you solving with the product? What benefits have you realized?

Inputting client info into software creating a safe cloud for client info.

IBM Watson Machine Learning review by G2 Crowd User
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"IBM Watson Machine Learning"

What do you like best?

Its quite a comprehensive product suite. .

What do you dislike?

Most of the product for Big data are non- IBM so integration acrorss cloudera, hortonworks is complex.

Product needs priviledged access to run on Redh Hat Open Shift

Recommendations to others considering the product

Its a good product if you want jump start to Machine Learning.

What business problems are you solving with the product? What benefits have you realized?

Building ML models for RCA and Prediction

IBM Watson Machine Learning review by Simon B.
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"Visulization"

What do you like best?

Dashboards in Watson make visualaztion easy

What do you dislike?

Not easy for the basic analyst to work/implement

What business problems are you solving with the product? What benefits have you realized?

Performance monitoring

IBM Watson Machine Learning review by G2 Crowd User
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"IBM Watson"

What do you like best?

out of the box capability. The language processing and conversation tracking are solid.

What do you dislike?

off premisis. We have to send data out to the cloud to train. Limits our data transfer.

Recommendations to others considering the product

Partnership is key. Spend time focused on the use case and not the standard available technology.

What business problems are you solving with the product? What benefits have you realized?

bot and business automation

IBM Watson Machine Learning review by G2 Crowd User
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"PowerAI Vision"

What do you like best?

Ease of use - drag drop functionality. The software works quickly and with data points of approx 1500 images, training of models occurs within 10 minutes.

What do you dislike?

UI could be improved. Also, the errors with lack of GPUs could be better explained.

What business problems are you solving with the product? What benefits have you realized?

Recognising invasive species of gecko, in supporting biosecurity initiatives.

IBM Watson Machine Learning review by G2 Crowd User
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"Overall a great product"

What do you like best?

The ability to easily train and deploy a wide variety of ML models

What do you dislike?

Not much. Maybe the difficuluty to figure out the best model for your use case

What business problems are you solving with the product? What benefits have you realized?

As a teacher, I use Watson ML to demonstrate how ML can be put to good use on many topics<

IBM Watson Machine Learning review by G2 Crowd User
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"My review"

What do you like best?

I really like the analytics and the solutions of IBM Watson I'm using the product for attack detection

What do you dislike?

I've only been using it a short time so I'm not sure what I dislike at this time.

What business problems are you solving with the product? What benefits have you realized?

Smart city platform - the government benefits from this

IBM Watson Machine Learning review by G2 Crowd User in Internet
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"Open source is better"

What do you like best?

Vertical integration of data connectors, machine learning, and charts.

What do you dislike?

Expensive. Equal capabilities can be achieved with only a few days of effort with open source tools.

Recommendations to others considering the product

Try Spark, Drill, Presto, Hive.

What business problems are you solving with the product? What benefits have you realized?

Evaluating for machine learning to cluster DNA sequences. Found that it was inferior than open source offerings.

IBM Watson Machine Learning review by G2 Crowd User in Information Technology and Services
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"Learnig with the Watson Machine"

What do you like best?

In the world of AI, tools like Watson ML are helping customers leverage the best in dialect, accent, and language variation understanding.

What do you dislike?

Need more language support, and the ability to identify language anomalies.

What business problems are you solving with the product? What benefits have you realized?

Bridging the gap between multiple data sets, especially around language.

IBM Watson Machine Learning review by G2 Crowd User
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"Learning navigation failures"

What do you like best?

The usability and ready to use, adaptable for my use case

What do you dislike?

The product is quite efficient for my work

Recommendations to others considering the product

One of the best ML system available on the market

What business problems are you solving with the product? What benefits have you realized?

It's a proof of concept on predicting aerial navigation accidents

IBM Watson Machine Learning review by G2 Crowd User
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"Still very interested in this"

What do you like best?

Would like to expand my knowledge and information on this.

Think there are opportunities to use this in my business case to streamline daily tasks.

What do you dislike?

I want to see a live real world working session

What business problems are you solving with the product? What benefits have you realized?

streamlining business with AI

IBM Watson Machine Learning review by G2 Crowd User
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"Easy and Simple to Use!"

What do you like best?

Documentation and all pages are laid out very well to start using the product

Console is very intutive

Value that can be derived is incredible

What do you dislike?

More examples from real use of the product

What business problems are you solving with the product? What benefits have you realized?

IT help and support

IBM Watson Machine Learning review by G2 Crowd User in Retail
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"Intuituitive"

What do you like best?

The program learns the more you use it and allows itsself to become self sufficient

What do you dislike?

It takes awhile for the program to learn patterns and human activities to become more independent

What business problems are you solving with the product? What benefits have you realized?

Scheduling and sales patterns

IBM Watson Machine Learning review by G2 Crowd User
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"Interesting POC but need more discovery"

What do you like best?

Proved out initial hypothesis and need additional refinement and discovery for a secondary evaluation

What do you dislike?

Additional planning and discovery work to determine next steps in evaluation

What business problems are you solving with the product? What benefits have you realized?

operational efficiency and improved customer experience

IBM Watson Machine Learning review by G2 Crowd User
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"Positive experience"

What do you like best?

Watson Machine learning appears to be a powerful application with multiple tools available.

What do you dislike?

I cannot identify things I dislike, as I'm still in process of learning it.

What business problems are you solving with the product? What benefits have you realized?

Supply chain management analysis

IBM Watson Machine Learning review by G2 Crowd User
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"Chat Bot with watson"

What do you like best?

Very easy to create a chat bot using ibm watson

What do you dislike?

some limitations on deep levels of the tree decisions

What business problems are you solving with the product? What benefits have you realized?

one more channel to my clients, in a easy in cheap way

IBM Watson Machine Learning review by G2 Crowd User
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"Machine Learning"

What do you like best?

I like the Watson intergration and how it picks up on hapits.

What do you dislike?

I do not like searcihg for where to start.

What business problems are you solving with the product? What benefits have you realized?

Intergrating my work flow into a time saving platform.

IBM Watson Machine Learning review by G2 Crowd User
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"Expert system for environmental applications"

What do you like best?

NLP - Much of the data in this domain is unstructured

What do you dislike?

development costs have been much higher than expected

What business problems are you solving with the product? What benefits have you realized?

empowering less experienced/expensive engineers to make more reliable decisions

IBM Watson Machine Learning review by G2 Crowd User in Venture Capital & Private Equity
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"Watson ML for Non-Programmers"

What do you like best?

The ease of use and user experience is phenomenal

What do you dislike?

I wish there was greater transparency in the modeling going on in the back

What business problems are you solving with the product? What benefits have you realized?

Predictive analytics

IBM Watson Machine Learning review by G2 Crowd User
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"good review"

What do you like best?

It has very good mathematical models and can predict

What do you dislike?

nothing to dislike. it is difficult to answer

What business problems are you solving with the product? What benefits have you realized?

We need to analyze our customers needs

IBM Watson Machine Learning review by G2 Crowd User
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"Review"

What do you like best?

Ease of use, integrated features, good tutorials, functional iot integration, good abstraction level.

What do you dislike?

Capacity to adapt to specific industry applications.

What business problems are you solving with the product? What benefits have you realized?

Location applications.

IBM Watson Machine Learning review by G2 Crowd User
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"Easy to understand"

What do you like best?

The easy way to understand the product.

What do you dislike?

Interface a can be improved a little better

What business problems are you solving with the product? What benefits have you realized?

"copy and paste" procedures

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