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machine-learning in Python Reviews & Product Details - Page 2

machine-learning in Python Overview

What is machine-learning in Python?

machine learning support vector machine (SVMs), and support vector regression (SVRs) are supervised learning models with associated learning algorithms that analyze data and recognize patterns, used for classification and regression analysis.

machine-learning in Python Details
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Product Description

machine learning support vector machine (SVMs), and support vector regression (SVRs) are supervised learning models with associated learning algorithms that analyze data and recognize patterns, used for classification and regression analysis.


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machine-learning in Python

Description

The repository "machine-learning" by jeff1evesque on GitHub provides a comprehensive solution for implementing machine learning algorithms in Python. This project offers a robust framework designed to facilitate the development of machine learning models, emphasizing ease of use and scalability. It likely includes various utilities and pre-built components to assist users in creating and training models, handling data preprocessing, evaluation, and optimization tasks. As an open-source project, it encourages collaboration and contributions from developers and researchers interested in enhancing or extending its functionality. You can access the repository and its resources at https://github.com/jeff1evesque/machine-learning.

Recent machine-learning in Python Reviews

Komal A.
KA
Komal A.Enterprise (> 1000 emp.)
4.5 out of 5
"Pandas With Pyton"
I like that Python offers a rich ecosystem of libraries like TensorFlow, scikit-learn, and PyTorch, making it easy to implement and experiment with...
Mikhail I.
MI
Mikhail I.Enterprise (> 1000 emp.)
4.0 out of 5
"Director of Engineering - Oracle"
- Makes Data Preparation and exploration easy, specially at initial stage - No need for data extraction. Can work with the data in DB - Pipeline ...
Kunal M.
KM
Kunal M.Mid-Market (51-1000 emp.)
5.0 out of 5
"My review on machine learning with python"
The thing I like best about machine learning with python is it provides extensive libraries and framework which make our work easy. It's has one of...

Pricing Insights

Averages based on real user reviews.

Time to Implement

1 month

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$$$$$
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35 machine-learning in Python Reviews

4.7 out of 5
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35 machine-learning in Python Reviews
4.7 out of 5
35 machine-learning in Python Reviews
4.7 out of 5

machine-learning in Python 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.
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G2 reviews are authentic and verified.
Dinesh Y.
DY
Manager
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about machine-learning in Python?

It's available on open-source platform & have a very good community for clarifying all the doubts Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Data security is one of the concerns here, but there's a lot of ways to protect it. Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

Predicting the sales of card members in the upcoming months & accordingly planning for the marketing budget. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
UI
Mid-Market(51-1000 emp.)
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Review source: G2 invite
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What do you like best about machine-learning in Python?

It will reduce our work drastically. Example: last month I worked on text summarisation with ml at the end of the project I concluded it reduces 80% of our manual effort. Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

There is a drawback that it is not accurate sometime Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

As I mentioned in above, i worked on text summarisation so at the end I realised it reduces lots of manual effort Review collected by and hosted on G2.com.

manisha s.
MS
intern
Computer Software
Small-Business(50 or fewer emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about machine-learning in Python?

Python is easy to use machine learning programming language which have extensive libraries and packages .Its packages provide efficient visualization to understand .Also nowadays used for cyber security purpose for automated scripting Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Syntax is less user friendly comparatively to other machine programming languages like R which makes it less efficient for beginners . Review collected by and hosted on G2.com.

Recommendations to others considering machine-learning in Python:

Its best programming language to cater any algorithm needs and has been growing daily through deep learning and AI . Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

It really helped me to code better any kind of machine learning algorithm Review collected by and hosted on G2.com.

Kartik K.
KK
Product Technology Planning- Staff Industrial Engineer, Global Operations
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about machine-learning in Python?

Compatibility with dataframes and online community. Also its easy to learn and easy to use Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Less flexibility on changing the algorithm. Modify libraries is not that easy Review collected by and hosted on G2.com.

Recommendations to others considering machine-learning in Python:

Its easy to learn and ease of use make it great Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

I am solving prediction models and its helping me automate and sometimes optimizing the problem based on previous data Review collected by and hosted on G2.com.

Verified User in Business Supplies and Equipment
IB
Enterprise(> 1000 emp.)
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Verified Current User
Review source: G2 invite
Incentivized Review
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best about machine-learning in Python?

The fact its operates on a simplified route. Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Sometimes the error code can be difficult to identify Review collected by and hosted on G2.com.

Recommendations to others considering machine-learning in Python:

I would say everyone should try this out, and I strongly believe that you will also recommend this for others Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

Currently am working on designing a component that can be added to an already existing system.

Machine-learning in Python make the coding of the component easy, because we would just have to most time copy and past to see the required result. Review collected by and hosted on G2.com.

Prabakar S.
PS
Project Engineer
Computer Software
Small-Business(50 or fewer emp.)
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Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about machine-learning in Python?

Packages like Sci-kit learn and Keras are very useful for fast deployment in the production line. Deep Learning in computer vision shows a considerable result. With a huge amount of data, Python Machine Learning frameworks help us to develop faster and reduce our development time. Frameworks like Tensorflow, caffe, pytorch are very effective in deep learning development and deployment. Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

When we have a large amount of dataset, it is necessary to analyze it before we use it for development. Here in Python Machine Learning, there is no good data analysis framework in python. I dislike python because it's development time is very high. Review collected by and hosted on G2.com.

Recommendations to others considering machine-learning in Python:

Good tool. Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

We use machine learning in quality analysis. Earlier we used custom algorithms for finding defects on a product in the production line. After getting into python machine learning all the features are learned by the framework itself, we only need to make sure the data we give in is unbiased. The development burden is reduced a lot. Now we are focussing on making better hardware for our products. Review collected by and hosted on G2.com.

NS
Software Engineer
Computer Software
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 machine-learning in Python?

It's amalgamation of all sorts of machine learning algorithms along with their examples and tutorials is the best thing. It is very well documented which makes it easy to implement. It is also user friendly. Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

It has provided many methods of implementation which is quite good but arises too much confusion at the same time. So one needs to do some research as to which one to select among the available options. Review collected by and hosted on G2.com.

Recommendations to others considering machine-learning in Python:

Machine learning in python is one full package of great libraries one of which is "scikit-learn". Along with it has provided all sorts of useful examples as well as tutorials which makes us easy for implementing machine learning. Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

It has helped quite a lot in research works related to data mining and also in big data analysis. We could train our data with the different algorithms available and so were able to judge the accuracy. The most important usage is of the "scikit-learn" library. Review collected by and hosted on G2.com.

Bryce S.
BS
Machine Learning Engineer
Wireless
Small-Business(50 or fewer emp.)
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Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about machine-learning in Python?

I like how simple python is to use as well as the amount of libraries that are already jn existence to help with reducing the time of development. Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

The only thing I really dislike is when they update the version of python and you are left with codes that work only on certain versions. This becomes your job to then update or reduce the code syntax depending on the version you are using. Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

I am using Python in order to classify specific images and also to localize specific objects. Review collected by and hosted on G2.com.

Rajat W.
RW
Process Data Engineer
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about machine-learning in Python?

A lot of modules available for machine learning, just have to prepare the data as per the requirement and then the modules take care of algorithm Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Preparation of data for training the algorithm Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

Great way to automate processes and analysis of data. Also helps to predict a lot of values. Review collected by and hosted on G2.com.

Daud K.
DK
Laboratory Specialist
Hospital & Health Care
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about machine-learning in Python?

It’s said that training a network is very hard on machine learning, but if do same through python, it becomes easier. Try , you will get amazed Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

There is nothing I dislike about doing machine learning in python Review collected by and hosted on G2.com.

What problems is machine-learning in Python solving and how is that benefiting you?

Currently analyzing genome data using python machine learning and trying to build some algorithm that could detect the genetic variant Review collected by and hosted on G2.com.