machine-learning in Python Reviews & Product Details

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.

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.

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.

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

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.

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

Its easy to use. Lots of documentation online. Review collected by and hosted on G2.com.

Currently, nothing. I prefer it to Matlab or R. Review collected by and hosted on G2.com.

There are so many well-documented, common-sense, easily implementable python scripts and packages for machine learning. Scikit learn has some amazing tutorials, for concept learning, function learning or “predictive modeling”, and clustering and finding predictive patterns. With the language of python itself, it is easy to understand how to utilize the Kmeans algorithm, and implement aspects of machine learning with your own data. Review collected by and hosted on G2.com.

Getting started can be difficult! Tutorials can be hard to find, especially if you aren't used to using open-source languages like python. Review collected by and hosted on G2.com.

Python is one of the most popular programming languages for solving the problems associated with machine learning. Python libraries like Keras, Theanos, TensorFlow, and Scikit-Learn have made programming machine learning relatively easy. Review collected by and hosted on G2.com.

Sometimes because of data Python IDE gets hanged. Review collected by and hosted on G2.com.

Machine learning with Python is very much easy to set up. Once you have download Python, assuming if you download with Spyder and Anaconda, everything will be pre-packaged.

For people with amataeur coding knowledge like me, whenever I hit a brick wall, I’m able to go online and find solutions. Review collected by and hosted on G2.com.

Unlike Tableau, there is no official platform, at least I couldn’t find one. Plus there’s way too many packages for machine learning. You need to do your research to know which is suitable for your scenario. Review collected by and hosted on G2.com.

Given the huge amount of investment different companies have made on python for machine learning there are really nice tools available for all sort of machine learning algorithms in python. Almost every deep neural network framework is written mainly for Python or has a Python wrapper. SciPy Library provides all you need to do most of the basic machine learning algorithms work. Review collected by and hosted on G2.com.

Unlike MATLAB different companies are developing tools for Python. There are always new libraries that are incompatible with others. I usually don't upgrade to a new version of a library until I something stops working. Review collected by and hosted on G2.com.

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.

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.

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.

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