Coursera Courses |
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Advanced Cybersecurity (Coursera) https://www.coursera.org/learn/certified-ethical-hacking-v12-advanced-cybersecurity Welcome to this Advanced Cybersecurity course! This course, containing videos, quizzes, and readings, is an absolute choice for professionals and anyone interested in expanding their cybersecurity knowledge. The Coursera cybersecurity course features advanced topics that will enable you to address even the most challenging cyber threats. You will also learn how to secure cloud computing settings and master complex hacking tactics to protect data from today's developing cyber threats. Eve |
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Advanced Cybersecurity Concepts and Capstone Project (Coursera) https://www.coursera.org/learn/advanced-cybersecurity-concepts-and-capstone-project In this course, you’ll learn about threat mitigation by following the three stages of threat modeling. The steps are: decomposing the application, determining and ranking threats, and determining countermeasures and mitigation. You’ll learn about access control, secure development, cryptography, as well as asset management. You’ll also be introduced to the types of attacks that IoT (Internet of Things) devices and services face. At the end of this course, you’ll also complete a focused security |
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Advanced Data Analysis with ChatGPT (Coursera) https://www.coursera.org/learn/advanced-data-analysis-with-chatgpt Have you ever wondered how AI can transform raw data into actionable insights? This short course was designed to help data scientists and professionals harness the power of ChatGPT for advanced data analysis. By completing this course, you'll learn how to apply the advanced features of Chat GPT to extract insights and generate comprehensive reports from complex data sets, giving you a competitive edge in data-driven decision-making. By the end of this 3-hour long commitment, you will be able to |
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Advanced Data Engineering (Coursera) https://www.coursera.org/learn/advanced-data-engineering In this advanced course, you will gain practical expertise in scaling data engineering systems using cutting-edge tools and techniques. This course is designed for data scientists, data engineers, and anyone with a foundational understanding of data handling who desires to escalate their skills to handle larger, more complex datasets efficiently. Throughout the course, you'll master the application of technologies such as Celery with RabbitMQ for scalable data consumption, Apache Airflow for op |
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Advanced Data Modeling (Coursera) https://www.coursera.org/learn/advanced-data-modeling Develop a working knowledge and familiarity with advanced database concepts such as usage, modeling, automation, storage, optimization and administration. To take this course, you must have completed the previous Database courses. You must also be eager to continue your journey with coding. The Professional Certificates create opportunities so that anyone regardless of education, background or experience can learn high-quality skills to land a high-growth career—no degree or experience requi |
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Advanced Data Science Capstone (Coursera) https://www.coursera.org/learn/advanced-data-science-capstone This project completer has proven a deep understanding on massive parallel data processing, data exploration and visualization, advanced machine learning and deep learning and how to apply his knowledge in a real-world practical use case where he justifies architectural decisions, proves understanding the characteristics of different algorithms, frameworks and technologies and how they impact model performance and scalability. Please note: You are requested to create a short video presentation |
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Advanced Data Structures in Java (Coursera) https://www.coursera.org/learn/advanced-data-structures How does Google Maps plan the best route for getting around town given current traffic conditions? How does an internet router forward packets of network traffic to minimize delay? How does an aid group allocate resources to its affiliated local partners? To solve such problems, we first represent the key pieces of data in a complex data structure. In this course, you’ll learn about data structures, like graphs, that are fundamental for working with structured real world data. You will devel |
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Advanced Data Structures, RSA and Quantum Algorithms (Coursera) https://www.coursera.org/learn/advanced-data-structures-rsa-and-quantum-algorithms Introduces number-theory based cryptography, basics of quantum algorithms and advanced data-structures. This course can be taken for academic credit as part of CU Boulder’s Masters of Science in Computer Science (MS-CS) degrees offered on the Coursera platform. This fully accredited graduate degree offer targeted courses, short 8-week sessions, and pay-as-you-go tuition. Admission is based on performance in three preliminary courses, not academic history. CU degrees on Coursera are ideal for r |
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Advanced Data Visualization with R (Coursera) https://www.coursera.org/learn/jhu-advanced-data-visualization-r Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today is the R statistical programming language. Especially in conjunction with the tidyverse software packages, R has become an extremely powerful and flexible platform for making figures, tables, and reproducible reports. However, R can be intimidatin |
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Advanced Data Visualization with Tableau (Coursera) https://www.coursera.org/learn/advanced-data-visualization-with-tableau-public The Advanced Data Visualization with Tableau Course teaches you how to create advanced data visualizations such as dual-axis charts, bar-in-bar charts, and more. You will also learn how to customize and add complexity to your visualizations by incorporating the use of features such as maps, map customization, polygon spatial data, and more. These skills will allow you to effectively communicate insights to your stakeholders. This course is for anyone who is curious about entry-level roles that |
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Advanced Deep Learning Methods for Healthcare (Coursera) https://www.coursera.org/learn/advanced-deep-learning-methods-healthcare This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large project. The first phase of the course will include video lectures on different DL and health applications topics, self-guided labs and multiple homework assignments. In this phase, you will build up your knowledge and experience in developing practic |
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Advanced Deployment Scenarios with TensorFlow (Coursera) https://www.coursera.org/learn/advanced-deployment-scenarios-tensorflow Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. In this final course, you’ll explore four different scenarios you’ll encounter when deploying models. You’ll be introduced to TensorFlow Serving, a technology that lets you do inference over the web. You’ll move on to TensorFlow Hub, a repository of models that you can use |
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Advanced Django: Advanced Django Rest Framework (Coursera) https://www.coursera.org/learn/codio-advanced-django-advanced-drf Code and run Django websites without installing anything! This course is designed for learners who are familiar with Python and basic Django skills (similar to those covered in the Django for Everybody specialization). The modules in this course cover testing, performance considerations such as caching and throttling, use of 3rd party libraries, and integrating frontends within the context of the Django REST framework. To allow for a truly hands-on, self-paced learning experience, this course |
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Advanced Django: Building a Blog (Coursera) https://www.coursera.org/learn/codio-advanced-django-building-blog Code and run Django websites without installing anything! This course is designed for learners who are familiar with Python and basic Django skills (similar to those covered in the Django for Everybody specialization). The modules in this course cover a review of core Django concepts, advanced projects setups, class-based views, and other advanced topics such as proxy models, loggin, caching, and query optimization. To allow for a truly hands-on, self-paced learning experience, this course is |
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Advanced Django: External APIs and Task Queuing (Coursera) https://www.coursera.org/learn/codio-advanced-django-external-apis-task-queuing Code and run Django websites without installing anything! This course is designed for learners who are familiar with Python and basic Django skills (similar to those covered in the Django for Everybody specialization). The modules in this course cover connecting to external APIs, task queuing, and pulling together the topics across the specialization in capstone projects. To allow for a truly hands-on, self-paced learning experience, this course is video-free. Assignments contain short explana |
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Advanced Django: Introduction to Django Rest Framework (Coursera) https://www.coursera.org/learn/codio-advanced-django-intro-drf Code and run Django websites without installing anything! This course is designed for learners who are familiar with Python and basic Django skills (similar to those covered in the Django for Everybody specialization). The modules in this course cover an introduction to the the Django REST framework and handling JSON within the context of APIs, fundamentals such as serialization ViewSheets, and authentication/permissions. To allow for a truly hands-on, self-paced learning experience, this cour |
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https://www.coursera.org/learn/docker-certified-associate-advanced-docker Welcome to the Advanced Docker course! The "Advanced Docker" course aligns with the Docker Certified Associate (DCA) Certification requirements. This course is designed to deepen your understanding and skills in using Docker. While basic Docker courses introduce you to the core concepts and functionalities of Docker, an advanced course goes further, covering complex topics and advanced practices crucial for optimizing the use of Docker in real-world, production environments. A good understan |
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Advanced Engineering Systems in Motion: Dynamics of Three Dimensional (3D) Motion (Coursera) https://www.coursera.org/learn/motion-and-kinetics This course is an advanced study of bodies in motion as applied to engineering systems and structures. We will study the dynamics of rigid bodies in 3D motion. This will consist of both the kinematics and kinetics of motion. Kinematics deals with the geometrical aspects of motion describing position, velocity, and acceleration, all as a function of time. Kinetics is the study of forces acting on these bodies and how it affects their motion. --------------------------- Recommended Background: |
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https://www.coursera.org/learn/advanced-financial-reporting This course covers the accounting for business combinations (ASC 805), the preparation of consolidated financial statements (ASC 810), and other related topics including, but not limited to: step-by-step acquisition, deconsolidation, segments reporting, and the goodwill impairment test. This course begins with a discussion of the scope of ASC 805 and the differences between business combinations and asset acquisitions. Next, the course explores the measurement and recognition principles of the a |
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Advanced Functional Ceramics (Coursera) https://www.coursera.org/learn/advanced-functional-ceramics To realize next-generation devices, novel ceramic materials with ultimate physical and chemical properties are required. For this purpose, a few intrinsic and extrinsic approaches for the development of new functional ceramics are proceeding. This course provides the fundamentals of functional ceramics and the materials design rules for developing advanced ceramics with ultimate physical and chemical properties. |
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Advanced Grammar & Punctuation Project (Coursera) https://www.coursera.org/learn/advanced-grammar-project If you have taken the three courses in this specialization, you have learned a lot of grammar in the past few months. This will be a big help to your studies or your career. This project will help you process what you've learned and help you remember it forever. In this course, you will create a grammar portfolio of the difficult or interesting English grammatical structures that you studied in the previous courses. Your portfolio will include several items that you create, such as two scripts t |
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Advanced Instructional Strategies in the Virtual Classroom (Coursera) https://www.coursera.org/learn/teaching-strategies Welcome to Advanced Instructional Strategies in the Virtual Classroom! This course will help you apply strategies to the critical areas of K-12 virtual instruction to significantly impact virtual education. We will examine the pitfalls beginning teachers run into and learn how to overcome them by focusing on the fundamentals that have the greatest impact on student learning in a blended or online environment. By the end of the course, you will be able to empower your students to be voracious lea |
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Advanced Interviewing Techniques (Coursera) https://www.coursera.org/learn/interview-techniques People interviewing for jobs today often fail because they are using yesterday's strategies. Recruiting technology has become more sophisticated, and the best employers are constantly changing the way interviews are done. This course gives you detailed strategies for handling tough competency-based, or behavioral, interviews so that you can communicate the knowledge, skills, and abilities that you have and that employers demand. You will be able to: 1. Identify what the hiring organization i |
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https://www.coursera.org/learn/advanced-java Elevate your Java skills with our Advanced Java Web Development course and explore the dynamic world of microservice architecture. In this course, you'll delve into the intricacies of building robust microservices using Spring Boot and Spring Cloud. Learn to design applications with a modern approach, enhancing scalability and flexibility through the principles of single responsibility, loose coupling, and continuous delivery. Discover how microservices outperform monolithic applications, achi |
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Advanced Junos Concepts (Firewall Filters, IPv6, CoS) (Coursera) https://www.coursera.org/learn/junos-concepts This course will describe some advanced Junos OS concepts such as firewall filters and their use as a means of protecting a device from excessive traffic. An overview of the benefits and purpose of class of service (CoS) will be provided along with the implementation of traffic classification, queuing, and scheduling. Recommended Juniper Networks Technical Assistance Center (JTAC) procedures will be described along with the Juniper tools available online to help manage and support Juniper produc |
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Advanced Kubernetes Deployment Strategies and Networking (Coursera) https://www.coursera.org/learn/advanced-kubernetes-first-course-1 This course is for learners who possess a foundational understanding of Kubernetes and have some prior experience working with container orchestration. They should have a keen interest in advancing their knowledge and expertise in Kubernetes deployment strategies and networking concepts. This first course focuses on Advanced Kubernetes deployment strategies and networking concepts, providing learners with practical experience in designing and implementing complex Kubernetes deployments. Topics |
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Advanced Learning Algorithms (Coursera) https://www.coursera.org/learn/advanced-learning-algorithms In the second course of the Machine Learning Specialization, you will: • Build and train a neural network with TensorFlow to perform multi-class classification • Apply best practices for machine learning development so that your models generalize to data and tasks in the real world • Build and use decision trees and tree ensemble methods, including random forests and boosted trees The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning. |
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Advanced Linear Models for Data Science 1: Least Squares (Coursera) https://www.coursera.org/learn/linear-models Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following: - A basic understanding of linear algebra and multivariate calculus. - A basic understanding of statistics and regression models. - At least a little familiarity with proof based mathematics. - Basic knowledge of the R programming language. After takin |
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Advanced Linear Models for Data Science 2: Statistical Linear Models (Coursera) https://www.coursera.org/learn/linear-models-2 Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following: - A basic understanding of linear algebra and multivariate calculus. - A basic understanding of statistics and regression models. - At least a little familiarity with proof based mathematics. - Basic knowledge of the R programming language. |
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Advanced Machine Learning and Signal Processing (Coursera) https://www.coursera.org/learn/advanced-machine-learning-signal-processing >>> By enrolling in this course you agree to the End User License Agreement as set out in the FAQ. Once enrolled you can access the license in the Resources area <<< This course, Advanced Machine Learning and Signal Processing, is part of the IBM Advanced Data Science Specialization which IBM is currently creating and gives you easy access to the invaluable insights into Supervised and Unsupervised Machine Learning Models used by experts in many field relevant disciplines. We’ll learn about th |
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Advanced Manufacturing Enterprise (Coursera) https://www.coursera.org/learn/advanced-manufacturing-enterprise Enterprises that seek to become proficient in advanced manufacturing must incorporate manufacturing management tools and integrate data throughout the supply chain to be successful. This course will make students aware of what a digitally connected enterprise is, as they learn about the operational complexity of enterprises, business process optimization and the concept of an integrated product-process-value chain. Students will become acquainted with the available tools, technologies and tech |
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Advanced Manufacturing Process Analysis (Coursera) https://www.coursera.org/learn/advanced-manufacturing-process-analysis Variability is a fact of life in manufacturing environments, impacting product quality and yield. Through this course, students will learn why performing advanced analysis of manufacturing processes is integral for diagnosing and correcting operational flaws in order to improve yields and reduce costs. Gain insights into the best ways to collect, prepare and analyze data, as well as computational platforms that can be leveraged to collect and process data over sustained periods of time. Beco |
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Advanced Microsoft Power BI (Coursera) https://www.coursera.org/learn/advanced-microsoft-power-bi Welcome to Advanced Microsoft Power BI, where you'll embark on a journey to acquire practical expertise in data handling and machine learning which later used to harness the power of Microsoft Power BI for data visualization and decision making skills. Throughout this course, you'll explore the industry-specific applications of Power BI and use advanced Power BI features. By the end of this course, you will be able to: 1. Compose different data models by re-structuring the data 2. Interpretin |
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Advanced Modeling for Discrete Optimization (Coursera) https://www.coursera.org/learn/advanced-modeling Optimization is a common form of decision making, and is ubiquitous in our society. Its applications range from solving Sudoku puzzles to arranging seating in a wedding banquet. The same technology can schedule planes and their crews, coordinate the production of steel, and organize the transportation of iron ore from the mines to the ports. Good decisions in manpower and material resources management also allow corporations to improve profit by millions of dollars. Similar problems also under |
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Advanced Models for Decision Making (Coursera) https://www.coursera.org/learn/advanced-models-for-decision-making Business analysts need to be able to prescribe optimal solution to problems. But analytics courses are often focused on training students in data analysis and visualization, not so much in helping them figure out how to take the available data and pair that with the right mathematical model to formulate a solution. This course is designed to connect data and models to real world decision-making scenarios in manufacturing, supply chain, finance, human resource management, etc. In particular, we u |
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Advanced MySQL Topics (Coursera) https://www.coursera.org/learn/advanced-mysql-topics In this course, you'll begin to push beyond simple SQL statements in MySQL to an advanced level in database engineering. By the end of this course, you'll be able to: - Use control statements and variables in different contexts in MySQL - Develop user defined functions and procedures - Optimize MySQL database queries - Demonstrate a working knowledge of common table expressions and the JSON data type - Understand how and when to use triggers and events - Utilize subqueries, JOINS, views and tr |
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Advanced Neurobiology I (Coursera) https://www.coursera.org/learn/advanced-neurobiology1 Hello everyone! Welcome to advanced neurobiology! Neuroscience is a wonderful branch of science on how our brain perceives the external world, how our brain thinks, how our brain responds to the outside of the world, and how during disease or aging the neuronal connections deteriorate. We’re trying to understand the molecular, cellular nature and the circuitry arrangement of how nervous system works. Through this course, you'll have a comprehensive understanding of basic neuroanatomy, electral |
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Advanced Neurobiology II (Coursera) https://www.coursera.org/learn/advancedneurobiologyii Hello everyone! Welcome to advanced neurobiology! Neuroscience is a wonderful branch of science on how our brain perceives the external world, how our brain thinks, how our brain responds to the outside of the world, and how during disease or aging the neuronal connections deteriorate. We’re trying to understand the molecular, cellular nature and the circuitry arrangement of how nervous system works. Through this course, you'll have a comprehensive understanding of basic neuroanatomy, electral |
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Advanced Portfolio Construction and Analysis with Python (Coursera) https://www.coursera.org/learn/advanced-portfolio-construction-python The practice of investment management has been transformed in recent years by computational methods. Instead of merely explaining the science, we help you build on that foundation in a practical manner, with an emphasis on the hands-on implementation of those ideas in the Python programming language. In this course, we cover the estimation, of risk and return parameters for meaningful portfolio decisions, and also introduce a variety of state-of-the-art portfolio construction techniques that hav |
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Advanced Programming in Kotlin (Coursera) https://www.coursera.org/learn/advanced-programming-in-kotlin In this course, you will expand your Kotlin fluency by exploring the advanced concepts used by many Kotlin programmers. You will learn the more advanced features of Kotlin that are required to build a robust, functional Android app. Each week’s learning provides ample opportunity for you to practice and apply what you learn as you learn it. By the end of this course, you will have an array of advanced programming tools to help you engineer solutions for your future Kotlin projects, progressi |
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Advanced Programming in Swift (Coursera) https://www.coursera.org/learn/advanced-programming-in-swift At the heart of any remarkable iOS applies a thorough understanding of the Swift programming language. Embark on a journey to expand your knowledge and skillset with Advanced Programming in Swift. Discover Swift’s advanced custom data types, explore code organization best practices, tap into error handling to improve your program’s performance, and foster an understanding of programming the functional way with higher-order functions like map, filter and reduce. Then, to further understand the in |
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Advanced Prompt Engineering for Everyone (Coursera) https://www.coursera.org/learn/advanced-prompt-engineering-for-everyone Unlock the full potential of generative AI and become a master of prompt engineering. Dive deeper into how you can use In-context Learning to build better and more reliable prompts. See how Retrieval Augmented Generation (RAG) works and what can go wrong that you can counteract with fact-checkable prompt formats. Overcome your struggles in getting the right output from generative AI models with template-based output formats to achieve precision in your interactions with AI models. Tap into power |
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Advanced Python - Reconnaissance (Coursera) https://www.coursera.org/learn/python-in-recon Welcome to advanced Python for Cybersecurity. The Reconnaissance course demonstrates the use of Python to automate the process of performing reconnaissance on target environments. We will also demonstrate how Python can be used to automate a password guessing attach to gain initial access to a target environment. |
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Advanced R Programming (Coursera) https://www.coursera.org/learn/advanced-r This course covers advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include functional programming in R, robust error handling, object oriented programming, profiling and benchmarking, debugging, and proper design of functions. Upon completing this course you will be able to identify and abstract common data analysis tasks and to encapsulate them in user-facing functions. Because every data science environment en |
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https://www.coursera.org/learn/advanced-react Learn how to use more advanced React concepts and features, become proficient in JSX, and confidently test your applications. You’ll examine different types of React components and learn various characteristics and when to use them. You’ll dig into more advanced hooks and create your own. You’ll look into building forms with React. You’ll explore component composition and new patterns, such as Higher Order Components and Render Props. You’ll create a web application that consumes API data and g |
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Advanced Recommender Systems (Coursera) https://www.coursera.org/learn/advanced-recommender-systems In this course, you will see how to use advanced machine-learning techniques to build more sophisticated recommender systems. Machine Learning is able to provide recommendations and make better predictions, by taking advantage of historical opinions from users and building up the model automatically, without the need for you to think about all the details of the model. At the end of the Advanced Recommender Systems, you will know how to manage hybrid information and how to combine different fil |
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Advanced Requirements Management & Solution Evaluation (Coursera) https://www.coursera.org/learn/advanced-requirements-management-solution-evaluation "Advanced Requirements Management & Solution Evaluation" is an intensive course that equips learners with expertise in managing requirements throughout their lifecycle and evaluating solution performance. Delve into traceability, prioritization, and approval of requirements, with hands-on experience in techniques like prioritization and backlog management in tools like Jira. Module 7 focuses on solution evaluation, encompassing performance measurement, root cause analysis, and assessing limitati |
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Advanced SAS Programming Techniques (Coursera) https://www.coursera.org/learn/advanced-sas-programming-techniques In this course, you learn advanced techniques within the DATA step and procedures to manipulate data. “By the end of this course, a learner will be able to…” ● Use additional functions (LAG, FINDC/FINDW, and COUNT/COUNTC/COUNTW). ● Perform pattern matching using PRX functions. ● Process repetitive code, rotate data, and perform table lookups using arrays. ● Perform table lookups and sort data using hash and hash iterator objects. ● Create numeric templates using the FORMAT procedure. ● Create c |
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Advanced Semiconductor Packaging (Coursera) https://www.coursera.org/learn/advanced-packaging Throughout this course, you will be introduced to Pathway for Assembly and Packaging technologies for 7-nanometer silicon feature sizes and beyond. The course will present the evolution and impact of packaging on product performance and innovation. Specifically, we highlight how packaging has enabled better products via the use of heterogeneous integration by improving the interconnects for thermal management and signal integrity. |
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Advanced SHRM Competencies and Knowledge (Coursera) https://www.coursera.org/learn/advanced-shrm-competencies-and-knowledge Course Description: This course delves into advanced competencies and knowledge areas critical for HR professionals seeking to excel in strategic human resource management. Emphasizing practical applications and strategic insights, this course covers talent acquisition strategies, organizational effectiveness, legal compliance, HR technology, leadership development, and fostering innovation within HR functions. Through a combination of video lectures, case studies, and interactive discussions, p |