What are the optimal cloud deployment strategies to accelerate training and inference of deep learning models?

26 August 2023 1 833 Report

Amazon SageMaker is a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy ML models quickly. By using cloud GPUs and TPUs, you can reduce the time and cost of training your models, especially for deep learning tasks that involve neural networks.

Badges
Science topic

More Tajinder Kumar Saini's questions See All

How to conduct the NMR study of a nano-composite film?

Solid state NMR study

03 July 2024 422 1 View

Significance off zeta potential ?

Hii experts , i have synthesized a derivativ of biopolmer and zeta potential is a -1.2 mv,,can u tell me how it help me out to study my synthesized product ?

05 June 2024 4,720 3 View

Why Skysat analytic surface reflectance products have wierd reflectance in shadows??

My shadow algorithms did not make sense when applied to the skysat analytic_surface reflectance (SR) image. The shadow signatures were strange i.e. they were supposed to have a strong blue hue,...

27 May 2024 8,090 0 View

Current Trends in IoT Automation?

I am currently delving into the latest trends in IoT automation and am keen to gather insights on the most promising developments in this area. Could you share your experiences or recent findings...

24 April 2024 7,509 0 View

Impact of AI Tools on Academic Research?

As AI technology, such as ChatGPT, continues to advance, I'm curious about its impact on academic research. How do researchers view the integration of AI tools in their work? Are these tools seen...

23 April 2024 7,832 4 View

How to maintain the survivability of endothelial cells?

I am encountering a challenge with culturing endothelial cells derived from umbilical cord tissue. Despite successful isolation, the cells exhibit a decline in viability and begin to deteriorate...

17 April 2024 8,725 3 View

How can we analysed ammonia sensing of a biopolymer ?

I want to know the method of sample preparation in ppm.

08 April 2024 7,242 1 View

Is there a way to add single-item measure in confirmatory factor analysis?

I'm conducting a confirmatory factor analysis and one of my measures has only one item. I'm not able to run the analysis when including that measure, in amos. I haven't even found any research...

30 March 2024 1,577 2 View

Which electrolyte would be suitable for cyclic voltametric study of mild acidic organic compounds?

I used TBAPF6 electrolyte for CV study but it generated anion of my compound. Please suggest me which electrolyte would be suitable for cyclic voltametric study of mild acidic organic compounds?

11 March 2024 1,116 4 View

How to I analyze Likert scale data wherein my sample size is uneven?

For example, If I have to understand the relation between the age and dependent variable (Likert scale data) and my sample size is uneven across the age categories (like in the age category 20-30...

03 March 2024 3,465 8 View

Feedback defines the constitution of an organism?

“Here is a thought experiment. Let's place Rodolpho Llinas's jarred-brain on top of a body (Fig. 1). I bet Llinas would argue that his jarred-brain retains its own consciousness, and the android...

11 August 2024 2,483 1 View

Self-Organizing Superorganisms—as envisaged by Nenad Sestan (2018)?

The rate of glucose consumption by the neocortex is reduced by over 80% during anesthesia (Sibson et al. 1998), which disables the synapses (Richards 2002) that are inundated by glial tissue (Engl...

08 August 2024 3,118 0 View

Measuring the Intelligence of a Species?

Larger brains, which typically contain more neurons, store and transfer more information (Tehovnik and Chen 2015), but the precise relationship between number of neurons and information has yet to...

05 August 2024 1,238 2 View

How can i do multivariate Time Series forecast using MLP, ANFIS and LSTM?

I need the python code to forecast what crop production will be in the next decade considering climate and crop production variables as seen in the attached.csv file.

05 August 2024 2,977 3 View

The Curse of Evolution and Complexity?

Brain and body mass together are positively correlated with lifespan (Hofman 1993). The duration of neural development is one of the best predictors of brain size, and conception is the best...

05 August 2024 6,247 3 View

Need help with my research project on open source SIEM and machine learning?

Hello everyone, I am currently working on a research project that aims to integrate machine learning techniques into an open source SIEM tool to automate the creation of security use cases from...

04 August 2024 3,196 2 View

Swimming/space travel depends on the proprioceptive muscle spindles?

When the entire neocortex is ablated in rodents, although they are still able to swim, all the limbs move continuously and asynchronously (Vanderwolf 2006; Vanderwolf et al. 1978). Normal animals...

03 August 2024 835 3 View

What are the limitations and challenges of using machine learning for predicting concrete compressive strength in practical applications?

Machine learning (ML) has shown great potential in predicting the compressive strength of concrete, an important property for structural engineering. However, its practical application comes with...

03 August 2024 2,546 2 View

Which test should be used to study association among demographic profile and awarness level?

i have to study the awareness and adoption level of cloud computing in a district of India. i also want to use association among demographic variables like gender, age, education, income etc and...

02 August 2024 2,420 3 View

Some new emerging problems on application of RL for scheduling in IoT networks?

I have seen plenty of existing works on applied Reinforcement Learning (RL) policies for optimized scheduling in IoT networks including Q-learning, DQNs, and the newer ones including PPO for...

01 August 2024 8,754 2 View