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 machine learning, benefiting from extensive libraries and strong community support. (2 mentions)

Users appreciate the extensive libraries and community support of Python for machine learning, enhancing their coding experience. (2 mentions)

Users value the excellent customer support in machine learning with Python, enhancing their coding experience significantly. (1 mentions)

Users value the superior data visualization capabilities of Python's machine learning libraries, enhancing their analytical experiences. (1 mentions)

Users find the easy setup of machine learning in Python facilitates smooth data preparation and exploration. (1 mentions)

Users are concerned about the expensive licensing costs associated with machine-learning in Python, affecting accessibility. (1 mentions)

Users face limited diversity in available algorithms, restricting their options in machine learning projects. (1 mentions)

Users find that machine learning in Python can be resource-intensive, demanding 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 machine learning, benefiting from extensive libraries and strong community support.

See 2 mentions

See Related User Reviews

KM

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

MI

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 community support of Python for machine learning, enhancing their coding experience.

See 2 mentions

See Related User Reviews

KM

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

KA

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 value the excellent customer support in machine learning with Python, enhancing their coding experience significantly.

See 1 mentions

See Related User Reviews

KM

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 superior data visualization capabilities of Python's machine learning libraries, enhancing their analytical experiences.

See 1 mentions

See Related User Reviews

KM

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 find the easy setup of machine learning in Python facilitates smooth data preparation and exploration.

See 1 mentions

See Related User Reviews

MI

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 are concerned about the expensive licensing costs associated with machine-learning in Python, affecting accessibility.

See 1 mentions

See Related User Reviews

MI

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 face limited diversity in available algorithms, restricting their options in machine learning projects.

See 1 mentions

See Related User Reviews

MI

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, demanding substantial computational power for training.

See 1 mentions

See Related User Reviews

KA

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.

Top-Rated Alternatives

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machine-learning in Python Reviews (35)

G2 reviews are authentic and verified.

Here's how.

CL

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.

GI

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.

GI

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.

GI

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.

GC

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.