Global AI and Data Science

 View Only

  • 1.  Is there any other Machine Learning Technology apart TensorFlow?

    Posted Mon February 22, 2021 12:28 PM
    Been using Tensorflow for years, it's an AI/ML framework, I'm looking for other stuffs better than it.

    ------------------------------
    Opemipo Disu
    ------------------------------



    #DataandAILearning
    #AIandDSSkills
    #AIandDSSkills


  • 2.  RE: Is there any other Machine Learning Technology apart TensorFlow?

    Posted Fri February 26, 2021 11:06 AM

    Hi Opemipo, what kind of business problems or solutions do you focus on?

    In this Professional Certificate from IBM we use Keras, Scikit Learn, and Tensorflow to go through the main types of Machine Learning (supervised learning, unsupervised learning, deep learning, reinforcement learning) and a few other models (Time Series and Survival Analysis). One thing to know is that not two Machine Learning implementations are alike, which is a good reason reason to gain experience using two or more libraries or frameworks that do the same type of analysis. The more tools you get to use, the more you might anticipate if one given library or framework might yield better results on a specific data set.

    I'd be curious to know, what are you working on right now and what you are planning to master next?



    ------------------------------
    Miguel Maldonado
    ------------------------------

    Original Message


  • 3.  RE: Is there any other Machine Learning Technology apart TensorFlow?

    Posted Fri February 26, 2021 12:53 PM
    Very good response to that question, I think it is important to understand a little bit of how those models work and make decision before writing them of.

    You are either not cleaning your data well, doing good feature engineering or then hyperparameter tuning, 

    Also what kind of problems have you worked on in the past?

    What problems did you face? 



    Original Message


  • 4.  RE: Is there any other Machine Learning Technology apart TensorFlow?

    Posted Mon March 01, 2021 04:19 AM
    There are lots of other machine learning technologies and the one to pick depends on your project type amongst other things. Tensor flow is one of the most extensively used ML framework.-maybe because of its link with the google brand. Other technologies you can use include, Keras, PyTouch, Caffe Theano and even Scikit-Learn.These are just a few amongst many open source tools available. It all depends on the type of models one is trying to produce and deploy.

    ------------------------------
    CHINWE VIVIAN ONONIWU
    ICT Engineer
    Federal Inland Revenue Service FIRS
    Abuja
    ------------------------------

    Original Message