Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
دوراتنا
Data Analysis in Python: Using Numpy for Analysis
This Guided Project Data Analysis in Python: Using Numpy for Analysis is for Intermediate Python learners. In this 1-hour long project-based course, you will learn how to: Transform 1 and 2-dimensional data in Python Lists and Dictionaries into Numpy Arrays, leveraging the real world data of the Lakers starting players to calculate their BMIs and their player efficiency rates.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Doing more with Google Sheets
Google Sheets is a robust, cloud-based application that empowers you to create sophisticated spreadsheets. Whether you are working at your desk—or from your smartphone or tablet on-the-go—Google Sheets helps you organize, analyze, and share your most important data. In this course for Sheets users, you’ll learn how to make your own supercharged spreadsheets, incorporating powerful functions and visualizations to accelerate your data analysis and share meaningful insights with your team. Follow along with exercises and a companion spreadsheet to practice new skills as you encounter them.
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Course by
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Self Paced
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5 ساعات
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الإنجليزية
Deploy and Maintain Power BI Assets and Capstone project
This course forms part of the Microsoft Power BI Analyst Professional Certificate. This Professional Certificate consists of a series of courses that offers a good starting point for a career in data analysis using Microsoft Power BI. In this course, you’ll learn how to deploy and maintain assets in Power BI. Through hands-on exercises, you’ll explore the process of creating, implementing, and managing Power BI workspaces.You’ll also implement security and monitoring to protect data in organizations.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Create Your First Python Program From UST
Welcome to this Guided Project on Creating Your First Python Program, From UST. For more than 20 years, UST has worked side by side with the world’s best companies to make a real impact through transformation. Powered by technology, inspired by people and led by their purpose, they partner with clients from design to operation. With this Guided Project from UST, you can quickly build in-demand job skills and expand your career opportunities in the Computer Science field by learning the foundational elements of the Python programming language and its basic syntax.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Calculate Data in SQL using MySQL Workbench
By the end of this project, you will perform data calculations on product data in a MySQL database using SQL commands.
MySQL is a widely used relational database. Structured Query Language commands are often used in data analysis to provide information vital to business. MySQL workbench provides a User Interface to MySQL data that improves productivity by providing data visualization and an SQL command interface.
Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Meta Marketing Science Certification Exam
This course helps you prepare for the Meta Marketing Science Certification exam. You’ll be guided through scheduling and taking the exam through Meta Blueprint. You’ll get access to the study guide and other resources to help you prepare for the exam.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Bayesian Statistics: Time Series Analysis
This course for practicing and aspiring data scientists and statisticians. It is the fourth of a four-course sequence introducing the fundamentals of Bayesian statistics. It builds on the course Bayesian Statistics: From Concept to Data Analysis, Techniques and Models, and Mixture models. Time series analysis is concerned with modeling the dependency among elements of a sequence of temporally related variables. To succeed in this course, you should be familiar with calculus-based probability, the principles of maximum likelihood estimation, and Bayesian inference.
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Course by
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22 ساعات
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الإنجليزية
Wrangling Data for Data Analysts with Python
By the end of this project, you will be able to analyze and data and answer three different questions by Data wrangling which is the process of gathering, selecting, and transforming data to answer an analytical question using Python. In this project, you will be able to gather the data for the whole year of 2020 and query it from the Quandl website using its API. It’s a free website for dummy data. You will be able to convert the returned JSON data into a Python dictionary.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Customer Relationship Management
Customer Relationship Management (CRM) is a comprehensive course that explores various aspects of CRM, from data-driven strategies to customer segmentation and loyalty programs. The course is designed in three stages, each building upon the previous one, and includes self-paced learning with pre-recorded video lectures, exercises, and interactive quizzes.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية
Regression Modeling in Practice
This course focuses on one of the most important tools in your data analysis arsenal: regression analysis. Using either SAS or Python, you will begin with linear regression and then learn how to adapt when two variables do not present a clear linear relationship. You will examine multiple predictors of your outcome and be able to identify confounding variables, which can tell a more compelling story about your results.
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Course by
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11 ساعات
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الإنجليزية
Analyze Datasets and Train ML Models using AutoML
In the first course of the Practical Data Science Specialization, you will learn foundational concepts for exploratory data analysis (EDA), automated machine learning (AutoML), and text classification algorithms. With Amazon SageMaker Clarify and Amazon SageMaker Data Wrangler, you will analyze a dataset for statistical bias, transform the dataset into machine-readable features, and select the most important features to train a multi-class text classifier.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Data Analytics in Accounting Capstone
This capstone is the last course in the Data Analytics in Accountancy Specialization. In this capstone course, you are going to take the knowledge and skills you have acquired from the previous courses and apply them to a real-world problem.
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Course by
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Self Paced
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19 ساعات
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الإنجليزية
Program Design & Evaluation for Health Systems Strengthening
This course provides an introduction to designing and evaluating to strengthen the health system. After successful completion of all learning activities, course participants will be able to: 1. Define health systems strengthening 2. Describe health systems frameworks and how to incorporate them into evaluation planning 3. Describe how to design and prioritize implementation of health systems programs 4. Detail approaches to evaluate health systems programs, including data sources and study design 5.
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Course by
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Self Paced
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8 ساعات
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الإنجليزية
Optimizing Performance of LookML Queries
This is a Google Cloud Self-Paced Lab. In this lab, you'll learn the best methods to optimize query performance in Looker. Looker is a modern data platform in Google Cloud that you can use to analyze and visualize your data interactively. You can use Looker to do in-depth data analysis, integrate insights across different data sources, build actionable data-driven workflows, and create custom data applications. Big, complex queries can be costly, and running them repeatedly strains your database, thereby reducing performance.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Household Surveys for Program Evaluation in LMICs
This course provides an introduction to household surveys for program evaluation in low-and middle-income countries. The course will equip you with skills to: 1. Explain what coverage is, why it’s important in evaluations, and how it is measured 2. Describe what household surveys can and cannot measure 3. Plan, implement, and analyze household survey, including: 4. Calculate an appropriate household survey sample size 5. Explain the resources required for a household survey 6. Identify an appropriate sampling design 7. Design a questionnaire 8.
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Course by
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Self Paced
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27 ساعات
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الإنجليزية
MongoDB Aggregation Framework
This course will teach you how to perform data analysis using MongoDB's powerful Aggregation Framework. You'll begin this course by building a foundation of essential aggregation knowledge. By understanding these features of the Aggregation Framework you will learn how to ask complex questions of your data.
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Course by
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Self Paced
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19 ساعات
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الإنجليزية
Foundations of Business Intelligence
This is the first of three courses in the Google Business Intelligence Certificate, which will help develop the skills needed to apply for entry-level roles as a business intelligence (BI) professional. People who work in BI help organizations access the right data, use data to help businesses grow and improve, and put insights into action. In this course, you’ll discover the role of BI professionals within an organization and explore BI tools you can use on the job.
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Course by
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Self Paced
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25 ساعات
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الإنجليزية
Social Network Analysis
The "Social Network Analysis" course offers a comprehensive exploration of the intricate relationships within social networks, emphasizing the theoretical and practical applications of network analysis.
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Course by
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Self Paced
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10 ساعات
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الإنجليزية
Performance Assessment in the Virtual Classroom
Welcome to Performance Assessment in the Virtual Classroom! This course will help you effectively assess student performance virtually, including compliance issues, feedback models, online grade book functions, and data analysis.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
تحليل البيانات ب R: التنبؤ بتحليل الانحدار
خلال هل مشروع راح تكون قادر تعمل predictive data analysis with regression يعني إستخدام البيانات للتحليل والتنبؤ من خلال طريقة الانحدار الخطّي ب-R Programming language.
بأستعمال و تعلّم كيف تنفّذ هيك مشروع بR رح تكون عم تستعمل أهم programing language لتحليل البيانات، و عم تبني model تعتبر الحجر الأساس بال machine learning و تستخدم طريقة الـ predictive regression المستعملة بأغلب مجالات الاقتصاد. هيدا المشروع مخصص للprogramers و الdata analysts الي عندها خبرة متواضعة بR و بال Machine Learning و عبالها تتعمّق أكثر و تكتشف كيف بينعمل التحليل التنبؤي بالانحدار.
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Course by
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Self Paced
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2 ساعات
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عربي
توقع حضور المواعيد الطبية باستخدام Python
في نهاية المشروع ده هتقدر تصمم model ذكاء صناعي عشان يتوقع المريض هيجي المعاد إلي كان محدد ولا لاباستخدام Python و Jupyter Notebook. خلال المشروع هنمشى مع بعض خطوة بخطوة عشان نقدر نحلل البيانات إلي هتكون معنا من website Kaggle.com الdata دي هتكون عن مرضى في البرازيل.و هنقدر نحدد ازاي الmachine learning engineer بيختار الmachine learning model بتاعو. و ازاي إقدر إستعمل ال-machine learning model بتاعي ده عشان اتوقع هل المريض ده هيجي ولا لا. المشروع ده هيفيد الناس المهتمة بمجال الdata science.
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Course by
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Self Paced
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2 ساعات
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عربي
Power BI لوحة بيانات مبيعات باستخدام برنامج
مع نهاية المشروع ده هتقدر تعمل لوحة بيانات مبيعات باستخدام برنامج Power BIهنمشي مع بعض خطوة بخطوة خلال المشروع عشان نقدر نحدد الdata model و تختار العرض الصحيح للبيانات و نحدد الأسئلة اللي توجهها للdata عشان يبقى التقرير مفيدهتقدر كمان تنضف البيانات من الشوائب و تبني التقرير بشكل احترافي يتبع أسلوب السرد القصصي.كمان هتقدر تستخدم لغة الDAX في عمل معادلات تحسب مؤشرات الأداء المطلوبة.المشروع ده للمهتمين بمجال تحليل البيانات data analysis باستخدام لغة ال Power BI ، والمشروع ده للمستوى المتوسط اللي عارفين اساسيات البرنامج و حابين يبتدوا يعملوا تقرير متكامل.
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Course by
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Self Paced
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3 ساعات
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عربي
تصور البيانات في ال PowerBI: انشاء منصة مبيعات.
فى نهايه المشروع ده هتقدر تدخل البيانات المختلفة لتحليلها واستخلاص نتائجها بطريقة مرئية باستخدام Microsoft Power Bi
برنامج PowerBI عبارة عن مجموعة من خدمات البرامج والتطبيقات اللي بتشتغل مع بعض علشان تدينا نتائج مرئية لتحليل البيانات، واللي بيكون هدفها تحويل اي بيانات سواء كانت ملفات Excel، SQL، او حتى من بيانات من الأنترنت.
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Course by
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Self Paced
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3 ساعات
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عربي
Serverless Data Analysis with Google BigQuery and Cloud Dataflow em Português Brasileiro
Este curso rápido sob demanda tem uma semana de duração e é baseado no Google Cloud Platform Big Data and Machine Learning Fundamentals.
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Course by
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Self Paced
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البرتغالي
Erste Schritte mit R
In diesem zweistündigen Projekt wirst du die Basics der Programmiersprache R kennen lernen. Darüberhinaus wirst du deine ersten Schritte mit R für Data Analysis gehen. Du wirst die Programmierumgebung RStudio benutzen und Datentypen und Datenstrukturen in R unterscheiden und benutzen lernen. Außerdem wirst du Daten, die in externen CSV- und XLSX-Dateien gespeichert sind, in RStudion einlesen und filtern.
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Course by
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Self Paced
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2 ساعات
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ألماني