Published in Better Programming·PinnedFine Tune GPT-3 For Quality ResultsFine-tuning OpenAI API on a specific task gives you a competitive advantage — GPT3 is a language model with billions of parameters trained on the broad internet data and exceeded its successors’ performance in many benchmarks. It is powerful because it resolves the need for many training data to get satisfactory results using “few-shots” learners. Fine-tuning is another way to interact with the…Machine Learning4 min readMachine Learning4 min read
Published in ILLUMINATION·Jan 23Language models in the biomedical and clinical tasksExploring the use cases and limitations — Large language models (LLMs) provide unprecedented opportunities to augment humans in various industries, including healthcare. However, understanding the language models’ limitations and mitigations is essential before applying them in regulated environments. In recent years multiple studies have been published to propose new techniques for tuning existing language models for medical…NLP8 min readNLP8 min read
Published in Better Programming·Mar 26, 2022Build Advanced Machine Learning Models With OpenAI’s APITransition towards machine learning with a few lines of code — OpenAI released an API that allows researchers and developers to build advanced GPT 3 machine learning models with few lines of code based on the paper “Language Models are Few-Shot Learners”. The API has an effortless setup to start interacting with the state-of-the-art GPT3 model. It…Artificial Intelligence4 min readArtificial Intelligence4 min read
May 10, 2021The Technology Behind Top Crypto CurrenciesETH, BTC, ADA, DOT, And More — Cryptocurrency adoption increased in recent months for Ethereum, Bitcoin, Cardano, Polkadot, and more. A breakthrough happened in the industry when giant companies like Tesla and Paypal started to accept digital currencies in their payment. For many crypto owners, it is just another currency or new investment, however, there is great…Cyrptocurrency7 min readCyrptocurrency7 min read
Feb 28, 2021Prepare Your Data Science EnvironmentContent Set the context Installation Manage your environment Anaconda commands guide Extras (Pycharm & EC2 instances) Set the context There are many cases where you need to set up your environment, such as working on a local machine, preparing a docker container, or working directly on the server, which can be cheaper and more…Anaconda6 min readAnaconda6 min read
Feb 24, 2021The Path to Associate Kotlin/Android DeveloperIntroduction Whether you are a beginner or an advanced Android Kotlin developer — or coming from a Java Android background and trying to build your career using Kotlin, You will find the relevant path to get your Android certificate, or at least learn the foundation of Android development. …Kotlin5 min readKotlin5 min read
