Statistics & Data Analytics For Data Science And Business

所在平台: Udemy

课程主页: https://www.udemy.com/course/statisticsforbusiness/

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课程名称:数据科学与商业统计与数据分析 概述: 这是该类别中评价最高的课程,获益匪浅的课程体验。Dr. Bateh深入探讨了统计学和数据分析的应用,尤其在日常商业中的重要性。学员们一致推荐这门课程,称其为易于理解且实用,尤其适合希望在职场中应用所学知识的人。 学习统计在商业决策中的重要性日益凸显,全球越来越多的组织期待能进行数据驱动决策的专业人士。而业务决策者、团队领导者和管理者具备定量思维能力愈发受到重视。本课程旨在向初学者介绍统计学在商业世界及数据驱动决策中的作用。 数据科学是当今行业中理解海量数据的重要工具,涵盖市场营销、医疗、金融等多个领域。在数据科学中,统计学是复杂机器学习算法的核心,帮助数据科学家从数据中提取有效信息并转化为可操作的证据。 本课程的目标是提高您识别问题的能力,进行数据收集、整理和分析,从而帮助做出更有效的决策。课程特别适合那些希望更好理解和解释结果的决策者。学员将学习如何运用Microsoft Excel来支持决策过程,并为在公司内进行定量思考打下坚实基础。 课程特色: - 通过两个虚构公司解决实际商业问题的案例,帮助学员理解如何将所学概念应用于解决实际业务挑战。 - 每个模块都包括Dr. Bateh的清晰介绍,让学员明白学习内容与其重要性。 - 提供300多页的电子书和11个可定制的自动化Excel模板,以增强决策能力。 - 介绍多种AI工具,帮助优化数据分析和决策流程,如Google AutoML、DataRobot和Tableau GPT。 适合对象: 本课程为初学者设计,无需具备统计学背景,全程使用Microsoft Excel进行计算,课程内也会提供相关培训。 学员反馈: 参与过Dr. Bateh授课的学生们纷纷表示课程内容生动有趣,深入浅出。他们赞赏Dr. Bateh的教学风格和能力,认为他在复杂商业问题上的解释让课程更具吸引力和实用性。学生们也对他提供的迅速反馈和支持表示高度评价,许多学员推荐大家通过这门课程与他学习和交流。

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Highest Rated Course In This CategoryExcellent course! Dr. Bateh does a great job taking a deep dive into statistics and data analytics, and how they can be applied to every day business. I highly recommend this course! Robert M.Excellent course! Dr. Bateh does a great job taking a deep dive into statistics and data analytics, and how they can be applied to every day business. I highly recommend this course! Tyler B.I highly recommend this course! Dr. Bateh does a wonderful job explaining complex statistical concepts in an easy to understand and practical manner. I will definitely be applying my learnings in the workplace. Faris K.WHY LEARN STATISTICS FOR BUSINESS DECISION-MAKING?More and more organizations around the globe are expecting professionals will make data-driven decisions. Employees, team leaders, managers, and executives who can think quantitatively are in high demand. This course is for beginners in statistics and covers the role statistics plays in the business world and in making data-driven decisions.WHY LEARN STATISTICS FOR DATA SCIENCE CAREERS?Data Science enables companies to efficiently understand gigantic data from multiple sources and derive valuable insights to make smarter data-driven decisions. Data Science is widely used in various industry domains, including marketing, healthcare, finance, banking, policy work, and more. in data science, statistics is at the core of sophisticated machine learning algorithms, capturing and translating data patterns into actionable evidence. Data scientists use statistics to gather, review, analyze, and draw conclusions from data, as well as apply quantified mathematical models to appropriate variables.WHY THIS COURSE?The goal of this course is to improve your ability to identify a problem, collect data, and organize and analyze data, which will aid in making more effective decisions. You will learn techniques that can help any manager or businessperson responsible for decision-making.This course has been created for decision-makers whose primary goal is not just to do the calculation and the analysis, but to understand and interpret the results and make recommendations to key stakeholders. You will also learn how the popular business software, Microsoft Excel, can support this process. This course will provide you with a solid foundation for thinking quantitatively within your company.HOW IS THIS A HIGHLY PRACTICAL COURSE?To help facilitate this objective, this course follows two fictitious companies that encounter a series of business problems, while demonstrating how managers would use the concepts in the book to solve these problems and determine the next course of action.WHO IS THIS COURSE FOR?This course is intended for beginners, and the student does not require prior statistical training. All computations will be completed using Microsoft Excel and training will be provided within the course.WHAT AM I GOING TO LEARN?Professor Bateh's Introductions - each module includes a clear and concise introduction by Dr. Justin Bateh on what you will learn in each module, and most importantly, why it's important.Theoretical Explanation - Dr. Bateh's team of associates provide a deep into the theory of statistics, if you wish, to learn the how behind what we are studying.Real-World Company Problems - this course follows two fictitious companies that encounter a series of business problems while demonstrating how managers would use the concepts in the course to solve these problems and determine the next course of action.Guided Demonstrations For Solving Problems - each module has a demonstration of how to solve the real-world problem that one of the two companies we are following encountered prepared by Dr. Bateh's and his team of associates.Additional Resources - you also get Dr. Bateh 300+ page ebook on using statistics for better business decisions + 11 customizable and automated excel templates.List of AI Tools for Data Analysis - While the primary platform for this course is Excel, you'll also learn about a range of cutting-edge AI tools designed to enhance your data analysis and decision-making skills. These tools, like Google AutoML, DataRobot, and Tableau GPT, can help with predictive modeling, identifying trends, automating workflows, and generating actionable insights. By identifying the strengths of each tool and how they complement Excel, this course equips you with the knowledge to integrate AI into your workflow for smarter, faster decision-making.FEEDBACKI have taken courses with Professor Bateh and they were my favorite classes. The classes were both interesting, and the information taught was insightful. He did a wonderful job at answering the many questions I had and providing quick, thorough feedback. I highly recommend taking his classes. - Pamela ScottDr. Bateh's presentations are excellent. His enthusiasm about the topics he tackles makes the class more interesting. Using analogies and real-life examples, he simplifies and makes accessible for everyone in class complex issues in business. I have 20 years of Senior Leadership experience, and Dr. Bateh, even when he is humble, has solid knowledge and experience in the field. He shares that with anyone open to learning. I consider him as a reference for me on those topics and in all of my career, I had been in contact with many academics, but few as valuable for learning as Justin Bateh. - Dr. Gustavo OliveraI had the privilege of having Dr. Bateh as my instructor in the course. I was immediately struck by his teaching style and ability to connect with the audience. Dr. Bateh demonstrates empathy, kindness, and a deep understanding of the topics he teaches. I loved the way that he demonstrated various applications of the field. His ability to take what could be a mundane topic and make it so relevant and interesting is such a gift. Dr. Bateh is generous with his time and in fostering mentoring relationships with students and professionals alike. I would highly recommend that any student pursue the opportunity to connect with and learn from him. - Stacey PecenkaVery few people reach Justin's level of brilliance and professionalism. He is absolutely fantastic to work with, has a great sense of humor, and provided the critical insight and input necessary to make our project come together beautifully. His attention to detail and application of instruction and knowledge is outstanding, second to none, and he communicates smoothly and effortlessly. You couldn't ask for a better instructor. I highly recommend Justin and look forward to working with him again in the future. - Shannon Cooper

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