Free Download AWS Certified Machine Learning - Specialty (MLS-C01) Cert Prep: 2 Exploratory Data Analysis
Released: 02/2023
Duration: 18m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 218 MB
Level: Intermediate | Genre: eLearning | Language: English
Join MLOps expert and CTO Noah Gift to learn all about the exploratory data analysis portion of the AWS Certified Machine Learning – Specialty (MLS-C01) certification. In this course, Noah explains how data preparation, feature engineering, and data visualization are essential for machine learning. He starts by covering data preparation for modeling, detailing how to identify and handle missing data; format, normalize, augment, and scale data; and data labeling tools. He then gets into feature engineering, the process of identifying and extracting features from data sets. Finally, Noah covers data visualization, illustrating graphs and clustering visualizations like scatterplots, histograms, box plots, and elbow plots.

Free Download Reinforcement Learning and Stochastic Optimization : A Unified Framework for Sequential Decisions
English | 2022 | ISBN: 1119815037 | 1133 Pages | True EPUB | 67 MB
Sequential decision problems, which consist of "decision, information, decision, information," are ubiquitous, spanning virtually every human activity ranging from business applications, health (personal and public health, and medical decision making), energy, the sciences, all fields of engineering, finance, and e-commerce. The diversity of applications attracted the attention of at least 15 distinct fields of research, using eight distinct notational systems which produced a vast array of analytical tools. A byproduct is that powerful tools developed in one community may be unknown to other communities.

Free Download Ulf Brefeld, "Machine Learning and Data Mining for Sports Analytics: 9th International Workshop, MLSA 2022, Grenoble, France, Septembe"
English | ISBN: 3031275268 | 2023 | 137 pages | PDF | 10 MB
This book constitutes the refereed proceedings of the 9th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2022, held in Grenoble, France, during September 19, 2022.

Free Download Michael E. Auer, "Learning in the Age of Digital and Green Transition: Proceedings of the 25th International Conference on Interactive Col"
English | ISBN: 3031261895 | 2023 | 1097 pages | PDF | 71 MB
We are currently witnessing a significant transformation in the development of education on all levels and especially in post-secondary education. To face these challenges, higher education must find innovative ways to quickly respond to these new needs.

Free Download Learning from an Unimportant Minority: Race Politics Beyond the White/Black Paradigm By J. Sakai
2015 | 118 Pages | ISBN: 189494660X | PDF | 6 MB
Race is all around us, as one of the main structures of capitalist society. Yet, how we talk about it and even how we think about it is tightly policed. Everything about race is artificially distorted as a white/Black paradigm. Instead, we need to understand the imposed racial reality from many different angles of radical vision. J. Sakai shares experiences from his own life as a revolutionary in the united states, exploring what it means to belong to an unimportant minority.

Free Download Learning Angular
by Aristeidis Bampakos, Pablo Deeleman
English | 2023 | ISBN: 1803240601 | 447 pages | True PDF EPUB | 16.08 MB

Free Download Anne Brockbank, "Facilitating Reflective Learning: Coaching, Mentoring and Supervision Ed 2"
English | ISBN: 0749465077 | 2012 | 336 pages | EPUB | 2 MB
Facilitating Reflective Learning: Coaching, Mentoring and Supervision is written by two leading experts in the field. The text explains how coaching and mentoring works in different situations. The authors guide the reader through key learning theories; describe the different models available for coaching and mentoring; and demonstrate how they can be applied in practice. In this completely revised new edition, robust theory is backed up by practical advice and numerous case studies. The coaching and mentoring skills used in different situations are clearly described. Ready to use resources include templates for contracting, reviewing and evaluating, as well as guidance on group dynamics for team coaching and group supervision. Advice is also included on sensitive areas such as the boundary between mentoring or coaching and therapy, and the desirability of supervision.

Free Download Design and Evaluation of an E-Learning Artefact for the Implementation of SAP S/4HANA®
English | 2023 | ISBN: 3658407301 | 264 Pages | PDF EPUB (True) | 23 MB
The objective of this study is to create a new e-learning artefact for SAP S/4 Hana training purposes. Based on Design Science Research, a new prototype of an e-learning artefact has been developed. The prototype is grounded on didactic and information systems theories, as well as models. The aim of this new prototype is to transfer knowledge of business processes with the new Enterprise Resource Planning (ERP) SAP S/4 HANA in an effective and efficient way. The study is validated through an experiment with a treatment and a control group. While the treatment group learns with the new e-learning artefact, the control group keeps with the existing conventional training. Results show that the treatment group have significantly less dropouts than the control group, and that the treatment group could also finalize the SAP S/4 Hana exercises in less time. This study shows also how companies can benefit significantly using the same approach through a set of guidelines.

Linkedin Learning - Cisco Networking Foundations IP Addressing
English | Tutorial | Size: 224.51 MB

Linkedin Learning - Cisco CCT Routing and Switching 100-490 Cert Prep 1 General Networking
English | Tutorial | Size: 2.07 GB