How to Debug ML Models to Boost Performance
Codemotion Magazine » AI/ML
by Pohan Lin
2d ago
Have you ever wondered whether your machine learning (ML) models are performing as well as they could be? There are plenty of factors that can impact their performance, skewing their results and negatively impacting the accuracy of their predictions. If you want to improve their performance, then ML model debugging is the way forward.  Read on for a comprehensive overview of how to debug ML models, including common warning signs you should look for, and effective strategies you can employ. What is ML Model Debugging? As you’re probably aware, machine learning is a branch of artificial in ..read more
Visit website
Devin: a New End-to-end AI Programming Tool
Codemotion Magazine » AI/ML
by Codemotion
1w ago
A new AI coding tool enters the race: let’s take a closer look at Devin, a new AI coding assistant (currently in early access) that has already been nicknamed the “First AI Software Engineer”. Developed by Cognition, a pioneering US startup, Devin emerges as the world’s premier fully autonomous AI coding tool. But what sets Devin apart from its predecessors like chatGPT and GitHub Copilot? Let’s navigate through the realm of AI coding assistants to uncover the distinctive capabilities that define Devin. The Current AI Coding Assistant Scene Recent years have witnessed a surge in AI-driven cod ..read more
Visit website
Top Affordable AI Certifications For Boosting Your Career
Codemotion Magazine » AI/ML
by Codemotion
3w ago
Stepping into the realm of Machine Learning and AI certifications is like entering an ever-expanding universe of knowledge. With the tech community buzzing about the latest developments, it’s no surprise that there’s a constant stream of new courses and certifications. Choosing the right path can feel like navigating through a maze, given the sheer volume and variety out there. We’ve taken a closer look at the plethora of options available and handpicked a selection of certifications and courses that really stand out for their depth, relevance, and the value they bring to your career in AI an ..read more
Visit website
ML vs Traditional Programming: Which is Better for Your Career?
Codemotion Magazine » AI/ML
by Pohan Lin
1M ago
It can sometimes seem that we’re living in a ‘blink and you miss it’ era when it comes to technology. Barely a week goes by without some announcement regarding a new development or improvements to an existing tool or system. It can be difficult to decide whether to try something new or stick to tried and tested methods. Machine Learning stands as a pivotal component in the realm of artificial intelligence. For those contemplating a tech career, it’s crucial to recognize that the path diverges from traditional programming. Let’s delve deeper into this distinctive landscape. What is machine lea ..read more
Visit website
Data Science in Action: Real-World Use Cases and Success Stories 
Codemotion Magazine » AI/ML
by Codemotion
1M ago
What is Data Science? To avoid any misunderstandings about the definition of data science, please note that we will reference the definition provided by MIT(1) whenever this term is mentioned: “Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope.“ Since data science coincides with many different disciplines, the use cases should provide some context as to how this scope can be narrowed to a spe ..read more
Visit website
Generative Video Creation: Sora by OpenAI is Here
Codemotion Magazine » AI/ML
by Codemotion
1M ago
OpenAI has announced the launch of Sora, marking a significant milestone in the integration of AI within the creative industries. Aimed at professionals and creatives alike, OpenAI promises its new tool will streamline video creation from text, making high-quality content more accessible and customizable. However, Sora is still in its beta phase, being tested by a select group of creators and safety experts. Technical aspects: how does Sora work? Sora stands out for its innovative approach to processing and generating visual data from text. Let’s take a look at some of the main technical aspe ..read more
Visit website
Your Machine Learning Toolkit: Top OSS Libraries and Frameworks for ML
Codemotion Magazine » AI/ML
by Codemotion
1M ago
Forget wading through the vast ocean of machine-learning tools! And, as we’re still celebrating Open Source Month, here’s a curated list of 7 open-source gems to ignite your ML journey: Table Of Contents 1. TensorFlow 2. PyTorch 3. Scikit-learn 4. Keras 5. MXNet 6. JAX:  7. Hugging Face Transformers 8. ML.NET 1. TensorFlow Google’s brainchild, TensorFlow is a behemoth known for its flexibility and scalability. Tackle intricate deep learning tasks with ease, build sophisticated neural networks, and deploy them seamlessly across diverse platforms. Benefits: Scale up with confidence ..read more
Visit website
How Can Synthetic Data Help in Search and Rescue Missions?
Codemotion Magazine » AI/ML
by Diego Petrecolla
1M ago
Introduction to Synthetic Data Synthetic data, referring to artificially generated information serving as a surrogate for real-world data, plays a pivotal role in advancing artificial intelligence. This is especially true in situations where collecting authentic data is impractical or excessively intricate. To elucidate the distinction between specific and generic data, let’s delve deeper into their roles in machine learning and computer vision. Specific Data vs. Generic Data: A Deeper Dive In the realm of machine learning and computer vision, data can be broadly categorized as specific and ge ..read more
Visit website
Essential Guide to Using TensorFlow Extended For MLOps
Codemotion Magazine » AI/ML
by Jenna Bunnell
1M ago
TensorFlow Extended (TFX) was developed by Google as an end-to-end system for deploying production machine learning (ML) pipelines.  It is used internally at Google, but can be replicated for business use. This guide will explore TFX and the various built-in components to use when building one.  What Is TFX? TFX is under the TensorFlow umbrella. It is a production-scale machine-learning platform based on TensorFlow. This platform is owned by Google.  It offers a range of libraries, frameworks, and components that can be used for machine learning, particularly when it comes to c ..read more
Visit website
Simplifying Custom AI Model Building for Vision with AI Studio: Making ML Accessible
Codemotion Magazine » AI/ML
by Codemotion
2M ago
Artificial intelligence plays a crucial role today, but it has some limitations. That is especially true in vision systems for industry, which require the expertise of machine learning professionals. Meet AI Studio from Konica Minolta, a solution that simplifies AI modeling for vision. As a no-code platform, it enables even non-expert users to train AI models for vision through an intuitive user interface. In this article, you will learn what AI vision is, why it is critical, what challenges it presents, and how AI Studio addresses them all. What Is Vision AI and Why Is It So Important? Visio ..read more
Visit website

Follow Codemotion Magazine » AI/ML on FeedSpot

Continue with Google
Continue with Apple
OR