Foundations of Applied Mathematics useful in AI

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课程主页: https://www.udemy.com/course/numbers-quantification-and-numerical-applications-cbse/

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Coursera 专项课程:“人工智能应用数学基础” 本课程由数学教育家 Suman Mathews 主讲,旨在帮助学习者掌握人工智能中常用到的应用数学知识,并享受学习过程。课程内容涵盖了与能力倾向测试和定量推理相关的实用数学概念。 **核心内容:** * **二进制数:** 学习二进制数字(0 和 1)以及它们与十进制数之间的相互转换,该知识在计算机科学中尤为重要。 * **日历问题:** 掌握计算特定日期是星期几、判断闰年以及理解“奇数日”的概念(闰年有两天奇数日)。 * **时钟问题:** 学习时钟指针(时针和分针)的运动规律,计算时钟走时偏差(快或慢)时的正确时间,以及计算时钟两针之间的角度。 * **速度、距离和时间问题:** 学习计算平均速度和相对速度,以及不同距离和相同距离下的速度问题,还包括两个运动物体相遇所需时间的计算。 * **座位安排问题:** 涵盖线性和圆形座位安排两种基本类型,重点讲解在圆形座位安排中确定左右位置的技巧,尤其是在人们面对圆心时。 * **密码破译(升级内容):** 学习通过加法和乘法的方式破译字母、数字和字符串密码。 **额外内容(作为升级):** * **血缘关系数学:** 介绍血缘关系中的数学概念。 * **年金基础:** 讲解年金及其不同类型。 * **正态分布:** 学习作为机器学习基石的正态分布。 本课程特别适合准备定量能力倾向测验的学习者,能够提升其在相关考试中的表现。学习者可以通过观看预览了解更多内容。

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Hi,I am Suman Mathews, math educator. I can help you learn Mathematics and enjoy it in the process. All my students perform well in their assessments and exams.This course on Calendar, Clock, Speed and Time is a part of Applied Mathematics. These topics will help you in Aptitude and Quantitative Reasoning.You'll start with binary numbers. The digits 0 and 1 are called binary digits. You will learn how to convert binary numbers to decimal numbers and the other way round. This topic is useful in Computer Science as well.You will learn how to understand calendar problems. Have you ever wondered which day of the year you were born?. You will learn how to determine if a year is a leap year and about odd days. A leap year has two odd days.Moving on to problems on the clock. Certain facts about the minute hand and hour hand are explained to you. You are taught how to calculate the correct time if the clock loses or gains time. How to calculate the angle between the 2 hands of a clock, a very age old problem is explained.This is followed by speed, distance and time problems. A very simple but tricky concept. You are taught how to calculate the average speed and the relative speed for different distances and the same distance. The time taken for two moving objects to cross each other is also explained.You will end the course with seating arrangement problems. The 2 types of seating arrangements, namely, linear and circular are discussed. You will understand how to calculate the left and right of 2 people sitting around a table and facing the centre of the circle. This is a very important concept frequently misunderstood by students.As an upgrade,I have also included a topic on deciphering the code where you'll learn to unravel alphabets, numbers and strings. You'll love this method of adding and multiplying alphabets in a code.Overall, this is a great course which is very useful for students preparing for quantitative aptitude examinations. Enrol for the course to learn more. If not, you can watch the preview.Welcome to the fascinating journey into the Mathematics of Blood Relations. Get a basic knowledge of Annuities and their types.Learn about Normal Distributions- the Backbone of Machine Learning.Let's start learning!

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