Published in Heartbeat·PinnedEnd-to-End Deep Learning Project with PyTorch & Comet MLA complete guide to building a deep learning project with PyTorch, tracking an Experiment with Comet ML, and deploying an app with Gradio on HuggingFace — AI tools such as ChatGPT, DALL-E, and Midjourney are increasingly becoming a part of our daily lives. These tools were developed with deep learning techniques. Deep learning is a subfield of AI that aims to extract knowledge from data. Today, I’ll walk you through how to perform an end-to-end deep…Deep Learning13 min readDeep Learning13 min read
Published in Towards AI·PinnedTwitter Sentiment Analysis: FIFA World Cup 2022A Practical Guide to Sentiment Analysis with Snscrape and Hugging Face — Football is one of the most loved sports worldwide. The FIFA World Cup, a global football sporting event that takes place every four years, is in Qatar this year. The decision to hold the World Cup in Qatar has sparked several controversies, including allegations of corruption and human rights violations. …Deep Learning9 min readDeep Learning9 min read
Published in Heartbeat·Pinned7 Steps to Become a Machine Learning EngineerA comprehensive guide with courses and books — Building successful data science projects is not straightforward and sometimes it can turn into a nightmare. There are many challenges from data ingestion to production, including feature engineering, modeling, testing, deployment, and infrastructure management. Until a few years ago, data scientists were trying to deal with all these challenges on…Machine Learning9 min readMachine Learning9 min read
Published in Geek Culture·Pinned6 Steps to Become a Machine Learning ExpertEverything you need to know to become a machine learning expert. — Machine learning finds patterns in data to make a suitable decision. Deep learning is a branch of machine learning that uses neural networks with many layers. Today, problems such as computer vision, natural language processing, and driverless cars can be solved with deep learning. To be able to do deep…Machine Learning9 min readMachine Learning9 min read
Published in Geek Culture·Pinned8 Best Seaborn VisualizationsHands-on statistical plots with Seaborn using the penguin dataset. — To perform a project in data science, you first need to understand data. Data visualization is one of the best ways to understand data. Matplotlib and Seaborn in Python are generally used for data visualization. In this blog post, I’m going to cover the following topics: What is Seaborn? Scatter…Seaborn Tutorial7 min readSeaborn Tutorial7 min read
Published in Geek Culture·1 hour agoAn Overview of GPT-4 in 4 StepsEverything you need to know about GPT-4 — GPT-4 has finally been released. This model is one of OpenAI’s biggest milestones in deep learning. The biggest difference of the GPT-4 from other state-of-the-art models is that it is multi-model. This means that while ChatGPT only accepts text data, GPT-4 now accepts text and images. To better understand this…Gpt 49 min readGpt 49 min read
Published in Level Up Coding·9 hours agoModel Subclassing with KerasHow to build flexible deep learning models with the Keras Subclassing API? — You can easily build deep learning models with the Keras sequential API or functional API. But, it is difficult to create complex models with these methods. To build flexible models, it’s a better idea to use the subclassing API. This blog will walk you through how to address a regression…Artificial Intelligence7 min readArtificial Intelligence7 min read
Published in MLearning.ai·6 days agoCreating Custom Layers with the Keras Subclassing APILearn how to build flexible deep learning models in TensorFlow — When it comes to implementing deep neural networks, you can use two popular open-source frameworks: TensorFlow and PyTorch. Keras is a deep-learning library in TensorFlow. …Artificial Intelligence5 min readArtificial Intelligence5 min read
Published in Geek Culture·Mar 17Deep Learning Roadmap with PythonA guide to getting started with deep learning using the Python ecosystem — Machine learning is a good approach for small and medium datasets. But, when it comes to analyzing big data, this approach is unsuccessful. I learned machine learning techniques easily, but when performing deep learning projects, there are many challenges, especially for beginners. This blog will guide you to get started…Artificial Intelligence10 min readArtificial Intelligence10 min read
Published in Level Up Coding·Mar 8How to Use the Keras Functional API?A practical guide on the Keras Functional API for building complex deep learning models — Keras is a popular high-level deep learning framework that provides a user-friendly interface to build and train neural networks. One of the key components of Keras is the Functional API, which allows you to define complex models with more flexibility than the Sequential model. In this blog, we’ll explore the…Artificial Intelligence7 min readArtificial Intelligence7 min read
