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Chat With Your Healthcare Documents: Build a Chatbot With ChatGPT and LangChain
Author(s): Sriram Parthasarathy Originally published on Towards AI. Interactively query your PDF documents and extract insights. Did you know that 80% of healthcare data remains unused and unstructured? Traditional applications that rely solely on structured data can only use 20% of the …
NVIDIA’s Toronto AI Lab: High-Resolution Video Synthesis with Latent Diffusion Models
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. NVIDIA’s Toronto AI Lab has developed a Gamechanger Image Generation AI. It is based on Latent Diffusion Models. Adding a dimension of time in the diffusion model has allowed it to …
NVIDIA: Large Language Models of Life (BioNemo)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Accelerating analysis of large amounts of biological data, such as DNA sequences, protein structures, and metabolic pathways, via LLM framework. As scientists continue to probe the fundamentals of life, there is …
Meta’s DINOv2: The Game-Changing Computer Vision AI Model that Doesn’t Need Fine-Tuning
Author(s): Sriram Parthasarathy Originally published on Towards AI. Building disruptive Computer Vision applications with No Fine-Tuning Imagine a world where computer vision models could learn from any set of images without relying on labels or fine-tuning. Sounds futuristic, right? Well, Meta AI …
Explore Generative AI Agents that can Remember, Reflect, and Plan Actions
Author(s): Sriram Parthasarathy Originally published on Towards AI. Discover How Generative Agents can Redefine Training, Entertainment, and Communication Across Sectors. Generative agents, innovative computer programs that imitate human behavior, have the remarkable ability to remember, reflect, and plan actions. These agents can …
From Science Fiction to Reality: Exploring the Potential of Generative Agents
Author(s): Sriram Parthasarathy Originally published on Towards AI. Discover How Generative Agents can Redefine Training, Entertainment, and Communication Across Sectors. Generative agents, innovative computer programs that imitate human behavior, have the remarkable ability to remember, reflect, and plan actions. These agents can …
Amazon Bedrock: Generative AI on AWS
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Generative AI is a subfield of artificial intelligence that focuses on generating new data, such as images, text, or audio, that is similar to existing data. The intuition behind generative AI …
The AI Revolution: How Auto-GPT Unleashes a New Era of Automation and Creativity
Author(s): Sriram Parthasarathy Originally published on Towards AI. Uncover the Extraordinary Potential of Self-Prompting AI Models and Their Role in Shaping Our Future Envision a scenario where an AI-powered army works collaboratively to identify tasks and solve a given problem efficiently. Each …
History of AI: Golden Years (1956–74)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. When optimism about the technology runs high! The hype-train! The period from 1956–1974 could be considered the golden years (theoretical) of artificial intelligence (AI) research. During this time, researchers were optimistic …
Truveta LLM: FirstLarge Language Model for Electronic Health Records
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. In the last few years, if you google healthcare or clinical NLP, you would see that the search results are blanketed by a few names like John Snow Labs (JSL), Linguamatics …
History of AI: The Birth of Artificial Intelligence (1952–1956)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. The field of artificial intelligence (AI) has come a long way since its inception, and the period between 1952 and 1956 can be considered the birth of AI as an academic …
History of AI: Maturation of Artificial Intelligence (1943-1952)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Artificial Intelligence has rapidly become one of the most important fields of science, with applications ranging from image recognition and natural language processing to self-driving cars and robotics. However, its evolution …
5 Pitfalls of the Modern Data Stack For Startups
Author(s): Luhui Hu Originally published on Towards AI. Practical lessons from and for startups using the modern data stack Photo by Buzz Andersen on Unsplash The modern data stack is cloud-native open data platforms and services. Today is the era of the …
Machine learning with SQL
Author(s): Himanshu Tripathi Originally published on Towards AI. Data Engineering, Big Data, and Machine Learning on GCP This member-only story is on us. Upgrade to access all of Medium. https://unsplash.com/photos/fPkvU7RDmCo Yes, you heard it right. We can use SQL to run machine …
Dimensional Reduction — Feature Selection Part 1
Author(s): Himanshu Tripathi Originally published on Towards AI. Let’s learn about Dimensionality Reduction This member-only story is on us. Upgrade to access all of Medium. Photo by Edu Grande on Unsplash In the previous article, we learned about what is Dimensional Reduction …
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