معالجة الإشارات الرقمية

Critical thinking is one of the most important skills anyone can learn. Let philosopher Kevin deLaplante introduce you to the cutting edge of critical thinking education, with this entertaining and enlightening introduction to cognitive biases and their importance for critical thinking. Interest in Cognitive Bias Training Has Exploded Books and articles on the impact of cognitive biases in business, finance, management, teaching, science, politics, and many other fields, have exploded in popularity in recent years. Many industries have started offering cognitive bias training to management and workers, and the trend is growing. Benefits of Understanding and Mastering Cognitive Biases Cognitive biases undermine critical thinking by making us vulnerable to faulty beliefs and bad decisions. Cognitive bias training is motivated by a desire to avoid disasters, improve performance, and promote social justice. The good news is that there are proven strategies for neutralizing or minimizing the negative effects of cognitive biases. These "debiasing" techniques can be surprisingly simple and effective. What You Will Learn in This Course This course will get you up to speed on what cognitive biases are, why they're important for critical thinking, why cognitive bias training has become popular, and what sorts of "debiasing" techniques have been shown to be effective in improving the quality of thinking and decision-making. Check out the free preview videos in the "Getting Started" section for a full breakdown of the topics covered in the course, and how the course is organized!

Formal Language and Automata: CFG, PDA and TM is a fundamental course in theoretical computer science that provides a deep exploration of the mathematical principles governing computation. Designed for third-year Engineering students, the course introduces formal language theory and its role in defining computational boundaries and capabilities.The course begins with an in-depth study of context-free languages (CFLs) and recursively enumerable languages (RELs). Students will learn to represent these languages using context-free grammars (CFGs), pushdown automata (PDA), and Turing machines (TM). The Chomsky hierarchy is introduced to classify different types of languages and grammars, providing insights into their expressive power. Key topics include the pumping lemma for CFLs, ambiguity in grammars, and normal forms such as Chomsky Normal Form (CNF) and Greibach Normal Form (GNF).A major focus is placed on the practical applications of these theoretical models in areas such as compiler design, syntax analysis, pattern recognition, and software verification. Advanced topics include undecidability, computational complexity theory, and the Halting Problem, which highlight the fundamental limits of computation.By the end of the course, students will have a comprehensive understanding of computational models, enabling them to analyze system constraints, optimize algorithms, and explore advanced domains in artificial intelligence, cryptography, and formal methods in Software Engineering.

This course is aimed at those that already have a theoretical understanding of statistical concepts and want to learn the practical side of data analysis.Learning how to analyse data can be a daunting test. Applying the statistical knowledge learned from books to real-world scenarios can be challenging, and it's often made harder by seemingly complicated data analysis softwares.This course will help you to develop a reliable data analysis pipeline, creating a solid basis that will make it easy for you to further your data analysis skills throughout your career.We will use R, a free, state-of-the-art software environment for modelling, data handling, data analysis, and data visualisation.We will start from installing R and taking baby steps to become familiar with the R programming language. We will then learn how to load data in R, how to visualise them with publication-level quality graphs, and how to analyse them. I will provide you with the scripts that I use throughout the course, so that you can easily use them and adapt them to your own research objectives.We will learn R one small step at a time, starting from absolute zero:· how to enter data in R· how to visualise data using function plot() and package ggplot2· how to fit, interpret, and evaluate general linear models for a variety of study designs, including t test, ANOVA, regression, ANCOVA, and multiple regression scenarios· how to fit polynomial regression· an introduction to user-defined non-linear models· an introduction to generalised linear models for non-normally distributed data (case study: count data)· optimal data organisation and "data wrangling" - merging, subsetting, and summarising data

هل تشعر بالتوتر كلما طُلب منك تقديم عرض أمام زملائك أو جمهور عام؟هل تخشى النسيان أو فقدان التركيز أثناء التحدث أمام الآخرين؟هل ترغب في تعلم كيف تترك انطباعًا قويًا وتوصل رسالتك بفعالية؟إذا كانت إجابتك نعم، فهذه الدورة صُممت خصيصًا لك."فن العرض والتقديم: كيف تتحدث بثقة وتؤثر في جمهورك" هي دورة شاملة ومباشرة تُساعدك على بناء مهارات الإلقاء والعرض بأسلوب عملي وتدريجي، حتى وإن كنت مبتدئًا تمامًا أو تعاني من رهبة المسرح.في هذه الدورة، ستتعلم كيف تحضّر عرضًا تقديميًا ناجحًا من البداية وحتى اللحظة الأخيرة.سنتناول معًا كيفية تحليل جمهورك، وتحديد رسالتك الرئيسية، وتنظيم أفكارك في تسلسل منطقي مؤثر.ستتعلم أيضًا تقنيات استخدام لغة الجسد، ونبرة الصوت، والتواصل البصري لتترك انطباعًا لا يُنسى.سنخوض في أساسيات تصميم الشرائح الجذابة باستخدام PowerPoint وCanva، مع عرض لأهم الأخطاء الشائعة التي عليك تجنّبها.كما ستكتشف أسرار التعامل مع التوتر والقلق، وكيف تحوّل الخوف إلى حافز وقوة.سواء كنت طالبًا تقدم مشروع تخرج، موظفًا تقود اجتماعًا، مدربًا تلقي ورشة عمل، أو رائد أعمال تعرض فكرتك على مستثمرين — فهذه الدورة تمنحك الأدوات التي تحتاجها لتصبح متحدثًا متمكنًا وجذابًا.كل وحدة في هذه الدورة تتضمن محتوى تطبيقي وتمارين عملية تساعدك على التدرب وتطوير أدائك تدريجيًا.لن تتعلم فقط "ما يجب قوله"، بل "كيف تقوله"، ومتى، ولماذا.انضم الآن وابدأ رحلتك نحو تقديم عروض احترافية ومؤثرة — لأن صوتك يستحق أن يُسمع بثقة!

SAP2000 is a very important program for civil engineers. It used in analysis of structures to get the internal forces as a main step to design it. In the current course we will illustrate how to be a good user from zero level to be a professional user. we will talk about the different options of modelling how to draw frame element, how to draw shell element, how to edit on the model, how to replicate existing elements, defining of sections (frame or shell ), load cases and load combinations, difference between load case and load combinations, assigning of sections (frame or shell ), loads by different types (concentrated loads, distributed loads for all elements, point loads or frame loads or shell loads), running of the model, displaying of internal forces (axial force and shearing force and bending moments) and deformations. Also case study of concrete floor will be included in the course, including making of DXF drawing (on the Architecture plan) file using AUTOCAD program and importing it to SAP2000 program, defining of sections(frame or shell), load cases and load combinations, assigning of sections(frame or shell ), applying of loads on both frame element and shell element and displaying the internal forces and deformations.

Kursus ini akan mengajarkan anda dasar-dasar elektronika dan Arduino dari nol sampai bisa. Pembelajaran akan sangat cocok bagi anda yang belum memiliki pengetahuan samasekali tentang pemograman atau Arduino dan ingin mempelajari Arduino dari awal hingga ke tingkat ahli. Bagi anda yang pernah mempelajari mikrokontroler atau Arduino di masa lalu, namun sudah tidak pernah lagi mempelajarinya, anda sangat beruntung berada di kursus ini karena anda bisa mengulang kembali pelajaran yang telah lampau.Materi kursus ini terdiri dari pengenalan konsep dasar elektronika, komponen elektronika, pengenalan Arduino, mempelajari Arduino board, menulis kode program di Arduino IDE, menghubungkan antara Arduino IDE dengan Arduino board, instalasi Arduino Ide di computer anda, pengenalan mengenai Input/Output seperti berbagai jenis sensor, aktuator, dll, dan berbagai proyek-proyek sederhana hingga yang menengah menggunakan Arduino.Bagi anda para pemula yang ingin mempelajari Arduino, tidak perlu khawatir jika anda sama sekali belum pernah melakukan pemograman dan tidak tahu bagaimana menulis kode program. Kursus ini akan mengajarkan untuk anda langkah demi langkah yang bisa diikuti dengan penjelasan yang detil dan lengkap. Di bagian akhir kursus ini, diberikan contoh-contoh proyek Arduino yang bisa anda coba ikuti sehingga akan meningkatkan pemahaman anda terhadap materi Arduino dan juga bagaimana memahami alur penulisan kode program yang runtut.