@sodipe

Bias and Fairness, A Two-Year Review

Jul 31, 2023 · 21 min read · Artificial 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...

Reinforcement Learning with Human Feedback

Mar 30, 2023 · 6 min read · ChatGPT has become widely used since its release. Built on GPT-3.5, a large language model (LLM), ChatGPT has the interesting ability to have conversations, unlike GPT-3.5 itself, which could only summarize or generate text from prompts. What made Ch...

TFRecords (Part 2): Reading and training models with Tfrecords.

Feb 22, 2023 · 5 min read · 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...

TFrecords (Part 1): Converting a DataSet into tfrecord files

Feb 3, 2023 · 4 min read · When 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...