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Conjecture Reviews & Product Details

Verified User in Computer Software
GC
Mid-Market(51-1000 emp.)
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Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

Over all one of the most simple add on ever, most intuitive, and helps manage to get the things done. I love the extension it gives. Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

Personally, I do realy like everything about this, it is genuinely the best out their. The only issue I have is finding the best place to include it within my company’s technology Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

Conquering how to build things together. Review collected by and hosted on G2.com.

Conjecture Overview

What is Conjecture?

Conjecture is a framework for building machine learning models in Hadoop using the Scalding DSL that enable the development of statistical models as viable components in a wide range of product settings.

Conjecture Details
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Product Description

Conjecture is a framework for building machine learning models in Hadoop using the Scalding DSL that enable the development of statistical models as viable components in a wide range of product settings.


Seller Details
Year Founded
2018
HQ Location
Perth, Australia
LinkedIn® Page
www.linkedin.com

Recent Conjecture Reviews

Cansel D.
CD
Cansel D.Enterprise (> 1000 emp.)
5.0 out of 5
"Easy to use and manage big data."
It is readily comprehensible and accesible for developers of all levels. The foremost feature worth highlighing is its user friendliness. It proves...
Diwakar S.
DS
Diwakar S.Mid-Market (51-1000 emp.)
4.5 out of 5
"Go to machine learning framework"
Helps in managing the large amounts of data. In my team we have integrated it with Hadoop which makes it easier to handle enormous amount of data ...
Verified User
U
Verified UserSmall-Business (50 or fewer emp.)
4.0 out of 5
"Provides a good machine learning framework."
It's has given an easy and understandable framework to use. Ease of use and combination of hadoop and scalding is the best feature that I would lik...
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Conjecture Media

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10 out of 11 Total Reviews for Conjecture

4.3 out of 5
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Conjecture Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons
G2 reviews are authentic and verified.
Cansel D.
CD
Assistant It Manager
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: Organic Review from User Profile
What do you like best about Conjecture?

It is readily comprehensible and accesible for developers of all levels. The foremost feature worth highlighing is its user friendliness. It proves to be an outstanding machine learning tool for integration into your projects. Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

Scaling up for extensive data processing can be challenging. There are occasional integration issues with our company`s applications which we hope will be fixed in upcoming updates. Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

Conjecture stands out as a Hadoop based machine-leaning tool that I appreciate. My experience with the product has been educational particularly in terms of its proficiency in managing vast datasets and streamlining the creation of workflow solutions whoch saves time and proves highly beneficial. Review collected by and hosted on G2.com.

Diwakar S.
DS
Lead Software Engineer
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

Helps in managing the large amounts of data. In my team we have integrated it with Hadoop which makes it easier to handle enormous amount of data and it can be easily connected with ETL procedures. Testing and deploying the model is quite easy. Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

Nothing so far. It's been a great experience. One thing I would like to point out is if more documentations/tutorials are added for each topic it will be great. Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

It is very user friendly tool to handle large inputs and works seamlessly. We have used it as a performance scaling tool as well. It works just great. Review collected by and hosted on G2.com.

Yash R.
YR
Full Stack Developer
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

Conjecture helped us in many ways, from scaling the model in the production environment to enhancing performance. Also, it helped our team with a collaborative environment to work together, test, and deploy the model. It also provides excellent integration with popular ML libraries like scikit-learn and tensorflow.

Also, version control for models and data worked like a charm! Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

There is nothing much to dislike, but previously the repository was public on GitHub, but now it's read-only and archived. But it workes seamlessly ! Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

we are using conjecture framework for scale the performance of the app in production, also using this as collaborative tool . Review collected by and hosted on G2.com.

Verified User in Consumer Services
UC
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

It's has given an easy and understandable framework to use. Ease of use and combination of hadoop and scalding is the best feature that I would like to mention. It helps in mangaing big amount of data. Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

Ot is amazing to work with though it sometime kind of gets difficult to incorporate with company's technology. To solve this easier and simpler tutorial should be provided. Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

Conjecture helps in easier management of large amount of data. It is quite flexible and handles inputs very smoothly. Also, its very user friendly. In thos way it saves you a lot of time. Review collected by and hosted on G2.com.

FK
Systems Engineer
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

It is easily understandable and usable to any developer. Ease of use is the most important feature that i would like to mention. Great Machine learning tool to implement in your work. The combination of hadoop and scalding makes it easy to manage large amounts of data. Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

Like I mentioned and recomment that it is the best. Haven't found anything to dislike as I have used it till now. Would like to mention that the user friendlyness could be increased and more people should get to know about this software and its effectiveness. Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

It solves my most important problem of handling large amounts of data that I usually have to work with. It also handles multiple inputs and is very flexible. any user won't take much time to get along with the usefulness of Conjecture. Review collected by and hosted on G2.com.

Moon A.
MA
Technology Consultant
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

Conjecture is a Hadoop machine learning framework that uses Scalding DSL (DSL). It is an open-source C++ framework in optical character recognition that is modular and extensible (OCR). Its binary classification, which gives each data point one of two possible labels, that's the most advanced part of the Conjecture package. When deploying models, they can be consumed by live web code or the web stack directly via the dataset loader. Conjecture is flexible and can handle multiple inputs. The integration with Hadoop and Scalding makes it simple to manage enormous amounts of data and connect to preexisting ETL procedures. Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

Conjecture is an excellent tool; however, it needs to be made more user-friendly, and there should be additional tutorials. Occasionally, it has problems integrating with my company's software platform. It is the best available; the challenge is figuring out how to incorporate it into our technology best. Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

Conjecture is a Hadoop machine-learning tool I like. I've learned much about the product and its handling large amounts of data, and building workflow solutions is time-saving and valuable. The easy-to-use design is intuitive, and the Conjecture helped simplify Scalding DSL processes. Review collected by and hosted on G2.com.

Shivangi B.
SB
COO
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

The user-friendly overall design won't take you long to get its hang. I got to know about it through my colleague. Firstly I didn't give it much thought but once I used it there is no going back. Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

There should be more PR of this as very few know about it. Also, a few tutorials won't harm and will come in handy during the delegation Review collected by and hosted on G2.com.

Recommendations to others considering Conjecture:

Definitely try it once you won't regret it. Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

Handling large amounts of data and building workflow solutions is time-saving and can have multiple uses. We are certainly more productive, but a lot still can be done through the server's side. Review collected by and hosted on G2.com.

Shubham K.
SK
Associate Manager- IT Sales
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

It help in understanding the things easily because someone who gives conjecture he/she experienced these things . Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

People put opinion on basis of their experience and whose needs have not fulfilled they gives bad conjencture about that things and effect amny even 90% people likes the software/product, anything. Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

It's help me in knowing the product by understanding the review/opinion of people who has experienced the product. Review collected by and hosted on G2.com.

Ashish A.
AA
Growth Manager
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

Back in 2018, there were limited ML software to be used with Scalding DSL so conjecture proved itself it to be very handy during the difficult processes. I think it stands some points against competition Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

Large scaling and working with heavy data volumes is quite hard. It sometimes gives issues with integrating with my company's application. I would like to see more updates in 2022 Review collected by and hosted on G2.com.

Recommendations to others considering Conjecture:

Its bit hard at beginning but you will get hang of it Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

I was working with classifiers using conjecture in my company's application. Review collected by and hosted on G2.com.

Usman S.
US
Software Tester
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Conjecture?

Conjecture is a machine Learning Tool used in hadoop.

I like it very much.

The development using this tool is very interesting for me. Review collected by and hosted on G2.com.

What do you dislike about Conjecture?

It is very good tool.

But there should be some more tutorial and need more users. Review collected by and hosted on G2.com.

What problems is Conjecture solving and how is that benefiting you?

I use it machine learning Development. Review collected by and hosted on G2.com.