machine-learning in Python Pros and Cons

machine-learning in Python Pros and Cons: Top Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users appreciate the ease of use in Python's machine learning, thanks to its extensive libraries and community support. (2 mentions)

Users appreciate the extensive libraries and support in Python for simplifying machine learning model implementation. (2 mentions)

Users appreciate the outstanding customer support for Python's machine learning, enhancing their coding experience greatly. (1 mentions)

Users value the excellent data visualization capabilities of machine learning in Python, especially with Matplotlib and Seaborn. (1 mentions)

Users praise the easy setup of the machine-learning tool, enhancing initial data preparation and exploration. (1 mentions)

Users express concerns about the high cost associated with license fees for machine-learning in Python. (1 mentions)

Users feel the limited algorithms in Python's machine learning hinder their ability to explore diverse solutions. (1 mentions)

Users find that machine learning in Python can be resource-intensive, requiring substantial computational power for training. (1 mentions)

Top Pros or Advantages of machine-learning in Python

1. Ease of Use

Users appreciate the ease of use in Python's machine learning, thanks to its extensive libraries and community support.

See 2 mentions

See Related User Reviews

Kunal M.

Mid-Market (51-1000 emp.)

5.0/5

"My review on machine learning with python"

What do you like about machine-learning in 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 th

Mikhail I.

Enterprise (> 1000 emp.)

4.0/5

"Director of Engineering - Oracle"

What do you like about machine-learning in Python?

- Makes Data Preparation and exploration easy, specially at initial stage - No need for data extraction. Can work with the data in DB - Pipeline is

2. Machine Learning

Users appreciate the extensive libraries and support in Python for simplifying machine learning model implementation.

See 2 mentions

See Related User Reviews

Kunal M.

Mid-Market (51-1000 emp.)

5.0/5

"My review on machine learning with python"

What do you like about machine-learning in 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 th

Komal A.

Enterprise (> 1000 emp.)

4.5/5

"Pandas With Pyton"

What do you like about machine-learning in Python?

I like that Python offers a rich ecosystem of libraries like TensorFlow, scikit-learn, and PyTorch, making it easy to implement and experiment with ma

3. Customer Support

Users appreciate the outstanding customer support for Python's machine learning, enhancing their coding experience greatly.

See 1 mentions

See Related User Reviews

Kunal M.

Mid-Market (51-1000 emp.)

5.0/5

"My review on machine learning with python"

What do you like about machine-learning in 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 th

4. Data Visualization

Users value the excellent data visualization capabilities of machine learning in Python, especially with Matplotlib and Seaborn.

See 1 mentions

See Related User Reviews

Kunal M.

Mid-Market (51-1000 emp.)

5.0/5

"My review on machine learning with python"

What do you like about machine-learning in 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 th

5. Easy Setup

Users praise the easy setup of the machine-learning tool, enhancing initial data preparation and exploration.

See 1 mentions

See Related User Reviews

Mikhail I.

Enterprise (> 1000 emp.)

4.0/5

"Director of Engineering - Oracle"

What do you like about machine-learning in Python?

- Makes Data Preparation and exploration easy, specially at initial stage - No need for data extraction. Can work with the data in DB - Pipeline is

Top Cons or Disadvantages of machine-learning in Python

1. Expensive

Users express concerns about the high cost associated with license fees for machine-learning in Python.

See 1 mentions

See Related User Reviews

Mikhail I.

Enterprise (> 1000 emp.)

4.0/5

"Director of Engineering - Oracle"

What do you dislike about machine-learning in Python?

- Limited algorithms supported - Cost, due to license

2. Limited Diversity

Users feel the limited algorithms in Python's machine learning hinder their ability to explore diverse solutions.

See 1 mentions

See Related User Reviews

Mikhail I.

Enterprise (> 1000 emp.)

4.0/5

"Director of Engineering - Oracle"

What do you dislike about machine-learning in Python?

- Limited algorithms supported - Cost, due to license

3. Slow Speed

Users find that machine learning in Python can be resource-intensive, requiring substantial computational power for training.

See 1 mentions

See Related User Reviews

Komal A.

Enterprise (> 1000 emp.)

4.5/5

"Pandas With Pyton"

What do you dislike about machine-learning in Python?

I dislike that machine learning in Python can sometimes be resource-intensive, requiring significant computational power for training large models.

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machine-learning in Python Reviews (35)

G2 reviews are authentic and verified.

Here's how.

Dinesh Y.

Manager

Enterprise (> 1000 emp.)

12/30/2021

"Best open source platform to perform Analytics"

5/5

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.

Verified User in Information Technology and Services

Mid-Market (51-1000 emp.)

1/15/2022

"Machine learning with python"

4.5/5

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.

manisha s.

intern

Computer Software

Small-Business (50 or fewer emp.)

7/29/2020

"Python- scripting tool and machine learning tool"

4/5

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.

Product Technology Planning- Staff Industrial Engineer, Global Operations

Enterprise (> 1000 emp.)

9/15/2020

"ML in python"

4.5/5

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.

Verified User in Business Supplies and Equipment

Enterprise (> 1000 emp.)

7/29/2020

Business partner of the seller or seller's competitor, not included in G2 scores.

"Positive feedback on Python Machine Learning"

5/5

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.

Project Engineer

Computer Software

Small-Business (50 or fewer emp.)

4/13/2019

"Machine Learning Era"

4.5/5

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.

Neha S.

Software Engineer

Computer Software

Small-Business (50 or fewer emp.)

8/2/2018

"One of the best library for implementing machine learning"

5/5

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.

Machine Learning Engineer

Wireless

Small-Business (50 or fewer emp.)

10/13/2018

"The simplicity of using python for machine learning"

5/5

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.

Rajat W.

Process Data Engineer

Enterprise (> 1000 emp.)

11/13/2018

"Great Language for Machine Learning"

5/5

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.

Daud K.

Laboratory Specialist

Hospital & Health Care

Enterprise (> 1000 emp.)

8/8/2018

"Train and gain "

5/5

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.