Can anybody suggest the necessary topics a beginner(undergraduate student) need to study in Machine Learning?

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Will someone provide me typical sorts of laboratory exercises on Machine learning?

I want to develop a laboratory module for undergraduate computer science on Machine learning. The lab should consist of a few 15-20 questions ranging from simple ones to little complex ones...

07 August 2018 1,290 7 View

Can any body suggest a syllabus on Application Oriented AI?

I want to develop a course titled " Application Oriented AI" to be administered for UG/PG students. I am looking for a concise syllabus and possibly a text book on this.

08 September 2016 9,415 3 View

Can anybody suggest a good textbook on Machine learning for undergraduate students?

Any researcher working on machine learning domain.

07 August 2016 2,742 3 View

What typically is deep learning? How deep is this deep?

Any expert may kindly answer this question.

06 July 2016 9,906 12 View

Can anybody kindly suggest me a good book on "Deep Learning Methods"?

I want to prepare a concise syllabus on Deep learning methods. This course is meant for undergraduate students of Computer Science and Information Science.

04 May 2016 7,159 2 View

Can the principle of parsimony (based on Occam's Razor) be applied while teaching ?

While teaching a cross section of students which consists of slow learners, medium phase learners and fast learners,we as teachers need to address every one in the class. In this context , it is...

02 March 2016 6,530 5 View

Is it prudent to prescribe 85% class room attendance as mandatory for undergraduate students of Engineering?

Making 85% class room attendance compulsory (it is prevalent in some of the universities and most of the autonomous Institutes in India) though, an apt prescription for slow learners, takes away...

02 March 2016 1,720 1 View

How to find the intensity of yellow color from an image?

Any image processing expert. Would it be prudent to say : (intensity of yellow = 1- tristimulus value of Blue)

01 February 2016 428 12 View

Is there anyway to determine approximate depth using two dimensional images?

Any researcher from digital image processing area.

31 December 2015 3,784 7 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

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

How to Compress Information Neurally?

Samuel Morse, the inventor of the Morse Code, understood that certain letters in the English language occurred more frequently than others (Gallistel and King 2010). To deal with this, Morse used...

01 August 2024 4,456 2 View