machine-learning in Python Reviews & Product Details

The "machine-learning" project by jeff1evesque is a Python-based web interface and REST API designed for performing classification and regression tasks. It provides a user-friendly platform for implementing machine learning models, making it accessible for both beginners and experienced practitioners. Key Features and Functionality: - Web Interface: Offers an intuitive graphical user interface for managing datasets, training models, and visualizing results. - REST API: Enables seamless integration with other applications, allowing for automated machine learning workflows. - Classification and Regression: Supports a variety of algorithms to handle both classification and regression problems effectively. - Documentation: Comprehensive guides and resources are available to assist users in understanding and utilizing the platform's capabilities. Primary Value and User Solutions: This project simplifies the process of deploying machine learning models by providing a cohesive environment that combines data management, model training, and result analysis. It addresses common challenges in machine learning implementation, such as the need for coding expertise and integration complexities, thereby enabling users to focus on deriving insights and making data-driven decisions.

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machine-learning in Python

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machine-learning in Python Community

Overview by

Irving Lally (TechBusiness )

Value at a Glance

Averages based on real user reviews.

Time to Implement

1 month

Perceived Cost

$$$$$

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machine-learning in Python Integrations

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Integration information sourced from real user reviews.

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Verified User in Higher Education

Enterprise (> 1000 emp.)

4/3/2018

"It really easy running machine learning applications using python "

5/5

What do you like best about machine-learning in Python?

scikit-learn package included with most of efficient and recent machine learning tools such as Random Forest, SVM, Boosting and so on. Its really easy and fast with python scikit-learn package. Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

You just need basic coding skills in python. Once you are familiar with python coding which is pretty easy, machine learning applications are piece of cake using python. Review collected by and hosted on G2.com.

Verified User in Research

Small-Business (50 or fewer emp.)

8/1/2018

"Python is one of the best tools for machine learning"

4.5/5

What do you like best about machine-learning in Python?

Tensor flow tool for deep learning. This is the best thing I like about python as it offers so much flexibility for deep learning Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

I find debugging a little tedious sometimes. Review collected by and hosted on G2.com.

Verified User in Higher Education

Enterprise (> 1000 emp.)

3/20/2018

"Extensive machine learning libraries and tools"

5/5

What do you like best about machine-learning in Python?

Comprehensive collections of machine learning algorithms and lots of examples and tutorials, in particular scikit-learn library have almost every possible machine learning algorithm included Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Documentation for some functions is rather limited. Not every implemented algorithm is present. Most of the additional libraries are easy to install but some can be quite cumbersome and take a while. Review collected by and hosted on G2.com.

Recommendations to others considering machine-learning in Python:

Machine learning in Python have lots of great libraries, check out tutorials for each module before using it as it usually has lots of useful examples. Review collected by and hosted on G2.com.

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

Unsupervised clustering and classification. The most popular library scikit-learn (or sklearn) have a collection of examples and tutorials that can be easily followed. Other modules are easy to install. Review collected by and hosted on G2.com.

Verified User in Telecommunications

Mid-Market (51-1000 emp.)

8/3/2018

"Machine Learning with Python"

5/5

What do you like best about machine-learning in Python?

Ease of Setup, plethora of options, tutorials, blogs, resources available, Ease of start Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Nothing. It is great. Because everything is open source, finding support or help can be a bit tricky for custom problems. Review collected by and hosted on G2.com.

Recommendations to others considering machine-learning in Python:

There are great courses available online. Pick one. Get started. Buy some cloud space if you don't have processing power, find a project on Kaggle and just get started Review collected by and hosted on G2.com.

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

Multiple things. Trying sentiment detection, voice profiling, NLP on phonecalls Review collected by and hosted on G2.com.

Verified User in Computer Software

Enterprise (> 1000 emp.)

7/30/2018

"Python - The easiest way to get your hands dirty in machine learning"

5/5

What do you like best about machine-learning in Python?

The ease of implementation that python libraries offer and available documentation. Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Too many ways to implement the same thing, sometimes ot becomes confusing. Review collected by and hosted on G2.com.

Recommendations to others considering machine-learning in Python:

Start with the basic iris dataset classification problem. Review collected by and hosted on G2.com.

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

I solve a lot of classification and regression problems with scikit learn library. A well explained documentation is available online. There are many websites for beginners. With just a few lines of code you can train your own Machine learning model. Review collected by and hosted on G2.com.

Chinmaya L.

Research Assistant

Hospital & Health Care

Small-Business (50 or fewer emp.)

8/4/2018

"no comments"

2.5/5

What do you like best about machine-learning in Python?

It is easy to learn and improve your coding skills. Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Sometimes the code is incomplete and therefore the project remains incomplete. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services

Mid-Market (51-1000 emp.)

8/6/2018

"Well advanced software"

5/5

What do you like best about machine-learning in Python?

It's exactly what it's supposed to be. Python is one of the best coding languages out there still to this day and this software makes it so much easier to test. Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

Honestly, nothing really to dislike about this software. Review collected by and hosted on G2.com.

Verified User in Internet

Mid-Market (51-1000 emp.)

8/2/2018

"Best Open-Source Tool Out For Machine Learning"

5/5

What do you like best about machine-learning in Python?

Everything. Python is the most production friendly, scalable fast, object oriented, open source language with best support in the world to build machine learning model in the industry Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

There is nothing which I don't like about Python Review collected by and hosted on G2.com.

Verified User in Information Technology and Services

Enterprise (> 1000 emp.)

5/18/2018

"great ML functions"

4.5/5

What do you like best about machine-learning in Python?

available build in functions

open-source

free

available tutorial and learning material online Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

slight learning curve if a transition from another language Review collected by and hosted on G2.com.

Recommendations to others considering machine-learning in Python:

you only need to know the higher level programming language to use it

very easy to learn

python is the new R if you are in DS field Review collected by and hosted on G2.com.

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

medical and disease classifications

diagnosis prediction

it's quick to run ML algorithms in python Review collected by and hosted on G2.com.

Verified User in Computer Software

Small-Business (50 or fewer emp.)

1/31/2018

"ML in Python review"

4.5/5

What do you like best about machine-learning in Python?

Gradient descent and Linear regression model Review collected by and hosted on G2.com.

What do you dislike about machine-learning in Python?

It takes more time to execute the code, but the ide is really helpful, that is what i like about this software. Review collected by and hosted on G2.com.