At the very start of your machine learning journey, making use of publicly available datasets alleviates the worry of having to create the datasets yourself, and rather lets you focus on learning to use the machine learning algorithms. It also helps if the datasets are moderately sized and do not require too much pre-processing, to…
Day: November 21, 2023
Join CX for Cisco Live Demos
In her blog “Cisco Live is the time to jump into the future. Together.” Jacqui Guichelaar, SVP and General Manager, Cisco APJC, talks about how excited she is for Cisco Live Melbourne in December. I c… Read more on Cisco Blogs Cisco Blogs
AI Talent Acquisition: Understanding the Cost to Hire a Machine Learning Engineer
Explore the future of Machine Learning in our latest article! Uncover trends for 2024, global hiring insights, and advantages of… Continue reading on Medium » Machine Learning on Medium
Machine Learning with MATLAB and Amazon SageMaker
This post is written in collaboration with Brad Duncan, Rachel Johnson and Richard Alcock from MathWorks. MATLAB is a popular programming tool for a wide range of applications, such as data processing, parallel computing, automation, simulation, machine learning, and artificial intelligence. It’s heavily used in many industries such as automotive, aerospace, communication, and manufacturing. In…
How to Make Large Language Models Play Nice with Your Software using LangChain
Beyond simply chatting with an AI model and how LangChain elevates LLM interactions with humans. KDnuggets
A Gentle Introduction to Deep Reinforcement Learning in JAX
Solving the CartPole environment with DQN in under a second Photo by Thomas Despeyroux on Unsplash Recent progress in Reinforcement Learning (RL), such as Waymo’s autonomous taxis or DeepMind’s superhuman chess-playing agents, complement classical RL with Deep Learning components such as Neural Networks and Gradient Optimization methods. Building on the foundations and coding principles introduced in one…
Attention to Data Enthusiasts: How to select the right Machine Learning Models for right use-case
In today’s data-driven world, machine learning has become an indispensable tool for businesses and organizations of all sizes. With its… Continue reading on Medium » Machine Learning on Medium
How Amazon Music uses SageMaker with NVIDIA to optimize ML training and inference performance and cost
In the dynamic world of streaming on Amazon Music, every search for a song, podcast, or playlist holds a story, a mood, or a flood of emotions waiting to be unveiled. These searches serve as a gateway to new discoveries, cherished experiences, and lasting memories. The search bar is not just about finding a song;…
Tackle computer science problems using both fundamental and modern algorithms in machine learning
Master algorithms, including deep learning like LSTMs, GRUs, RNNs, and Generative AI & LLMs such as ChatGPT, with Packt’s 50 Algorithms Every Programmer Should Know. KDnuggets
MusicGen Reimagined: Meta’s Under-the-Radar Advances in AI Music
Exploring the overlooked but remarkable progress of MusicGen An image symbolizing how Music AI products can elevate music-making for everyone. Image generated through a conversation with ChatGPT and DALL-E-3. How it started… In February 2023, Google made waves with their generative music AI MusicLM. At that point, two things became clear: 2023 would be the breakthrough year for…