Thus, it could be reasoned that using either the metacognitive technique or the problem-solving technique alone would not be sufficient to help students develop strong computational thinking skills, as each technique has its strengths and weaknesses. Therefore, it becomes imperative for instructors to...
Fine-tuning involves adjusting pre-trained LLMs using relatively small, task-specific datasets to improve their performance on particular tasks. This process requires preparing specialized training datasets, sufficient computational resources, and technical expertise to meet the model’s training needs. Rein...
High Speed Amplifier Techniques A Designer's Companion for Wideband Circuitry Jim Williams Application Note 47 August 1991 PREFACE This publication represents the largest LTC commitment to an application note to date. No other application note absorbed as much effort, took so long or cost so much....
A thorough literature review has been conducted to answer the proposed questions, and a detailed categorization of the concepts that synthesize and extend existing research in the area of intelligent techniques in online education is offered. By summarizing the state of the art in the area of intel...
thesis support to obtain their degree, in addition to being close to graduating and starting a new stage in relation to finding a job, the continuation of subsequent studies, and for many to get married, which manifests itself in fear and pessimism when thinking about their future [74,75]....
to adopt machines that can learn, reason, and make decisions based on the data they process. Besides, it encompasses both the replication of human thought and behavior in machines, categorized respectively into thinking and acting both humanly and rationally [14]. AI applications range from simple...
How to read the graph Each node is an academic paper related to the origin paper. Papers are arranged according to their similarity (this is not a citation tree) Nodesizeis the number of citations Nodecoloris the publishing year Similarpapers have strong connecting l...
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Artificial intelligence (AI) refers to the ability of a machine or computational model to recognize or “learn” patterns and relationships from input of representative examples (training data) and make accurate predictions regarding independent, or previously unseen, data1. ...
df2 must be small enough to fit into the memory of each worker node; a DataFrame that is too large will cause out-of-memory errors. Filtering Unused Data When working with high-dimensional data, minimizing computational overhead is essential. Any rows or columns that are not absolutely require...