Each folder contains the assignment instructions in pdf, and all answers in separate ... The tasks provided hands-on experience with cutting-edge machine learning optimization and feature engineering ...
Machine Learning for Imbalanced Data begins by introducing you to the challenges posed by imbalanced datasets and the importance of addressing these issues. It then guides you through techniques that ...
A list of resources for source code analysis application using Machine Learning techniques (eg, Deep Learning, PCA, SVM, Bayesian, proabilistic models, reinformcement learning techniques etc) Please ...
Automatic differentiation (AD) is a powerful computational technique used in machine learning to efficiently compute derivatives of functions. This is particularly important for optimizing ...
In recent years, deep learning and big data machine learning techniques have developed rapidly and achieved an amazing level of performance in many areas including image classification and speech ...
You will be redirected to our submission process. Soft robotic technologies have introduced new paradigms in the design and development of robots. This shift in outlook presents new challenges and ...
Objectives This systematic review aimed to assess the performance and clinical feasibility of machine learning (ML) algorithms in prediction ... Consequently, utilisation of ML techniques in the ...
Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this ...
Explore machine learning techniques to optimise your data analyses for informed business decision-making. Machine learning is becoming an increasingly important analytical tool, enabling businesses to ...
Deep dive into our comprehensive and applied curriculum. Learn to properly communicate findings to drive business success. Master techniques to integrate data engineering and data science, design ...
Research analyzes over 50,000 food products, highlighting the dominance of ultra-processed options in grocery stores and its ...