Bias and Fairness, A Two-Year ReviewArtificial Intelligence (AI) has witnessed tremendous growth in recent years, and with it, the research in AI ethics has expanded in parallel. AI ethics is a broad field that encompasses a wide range of topics, including bias and fairness, transparen...Jul 31, 2023 · 21 min readthelittleknownblog.hashnode.dev
TFRecords (Part 2): Reading and training models with Tfrecords.In the first part, I showed how to convert a dataset of medical images and its target value into tfrecords. Here, I will be showing how to read tfrecords and also how to train an ML model in TensorFlow using tfrecords. For this, I will be used the tf...Feb 22, 2023 · 5 min readthelittleknownblog.hashnode.dev
TFrecords (Part 1): Converting a DataSet into tfrecord filesWhen taking ML/Deep Learning Courses, it is common to have access to pre-loaded datasets like MNIST, FashionMNIST etc. as they come with Deep Learning frameworks like Tensorflow. But in real-world applications, your dataset would most likely not be r...Feb 3, 2023 · 4 min readthelittleknownblog.hashnode.dev
