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  • 5 Free Books on Machine Learning Algorithms You Must Read June 21, 2024
    If you are a machine learning student, researcher, or practitioner, it is crucial for your career growth to have a deep understanding of how each algorithm works and the various techniques to enhance model performance. Nowadays, many individuals tend to focus solely on the code, data, and pre-trained models, often without fully comprehending the machine […]
    Matthew Mayo
  • Stable Diffusion Project: Word Art June 20, 2024
    Stable Diffusion is a powerful tool that helps you generate pictures. It is fun to play with the generative AI tool. But it would be useful if the tool could help you in a real job. In this post, you will see how you can leverage the power of Stable Diffusion to work on something […]
    Kanwal Mehreen
  • 5 Free YouTube Channels Dedicated to Machine Learning Education June 20, 2024
    As a data professional, you should also know how to build predictive models with machine learning to solve business problems. And if you’re interested in machine learning, you’re probably also looking for the best resources to get going. Well, you can always choose a self-paced online course that best aligns with your learning preferences. But […]
    Bala Priya C
  • Tips for Choosing the Right Machine Learning Course June 18, 2024
    If you’re looking to make a career in data science, you probably know that machine learning is one of the most in-demand skills. Whether you are a beginner looking to break into the field or an experienced professional aiming to level up your expertise, selecting the right machine learning course is super important. So how […]
    Bala Priya C
  • 5 Free Courses on Reinforcement Learning June 17, 2024
    Reinforcement learning (RL) is a subfield of machine learning where an agent learns to make decisions by interacting with its environment rather than relying solely on pre-existing data. It is an area that blends trial-and-error learning with feedback from actions to improve future performance. In this blog, we will explore 5 free courses that I […]
    Abid Ali Awan
  • Training Stable Diffusion with Dreambooth June 15, 2024
    Stable Diffusion is trained on LAION-5B, a large-scale dataset comprising billions of general image-text pairs. However, it falls short of comprehending specific subjects and their generation in various contexts (often blurry, obscure, or nonsensical). To address this problem, fine-tuning the model for specific use cases becomes crucial. There are two important fine-tuning techniques for stable […]
    Kanwal Mehreen
  • 5 Free Resources for Understanding Neural Networks June 14, 2024
    Deep learning models achieve state-of-the-art performance in several computer vision and natural language processing tasks. If you want to become proficient in deep learning, you should first understand how neural networks work and then proceed to explore the different types and neural network architectures for specific tasks. To help you get started, we’ve compiled a […]
    Bala Priya C
  • Fine-Tuning Stable Diffusion with LoRA June 14, 2024
    Stable Diffusion can generate an image based on your input. There are many models that are similar in architecture and pipeline, but their output can be quite different. There are many ways to adjust their behavior, such as when you give a prompt, the output will be in a certain style by default. LoRA is […]
    Kanwal Mehreen
  • 5 Free Datasets to Start Your Machine Learning Projects June 12, 2024
    After completing a course and mastering the essentials of machine learning, it is time to start building machine learning models using real-world datasets. While accessing most real-world datasets can be expensive, platforms like Kaggle offer access to the latest datasets for free on a wide variety of machine learning tasks. In this blog, we will […]
    Abid Ali Awan
  • Inpainting and Outpainting with Diffusers June 11, 2024
    Inpainting and outpainting are popular image editing techniques. You have seen how to perform inpainting and outpainting using the WebUI. You can do the same using code as well. In this post, you will see how you can use the diffusers library from Hugging Face to run Stable Diffusion pipeline to perform inpainting and outpainting. […]
    Kanwal Mehreen