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Databases and SQL for Data Science with Python (Coursera) https://www.coursera.org/learn/sql-data-science Working knowledge of SQL (or Structured Query Language) is a must for data professionals like Data Scientists, Data Analysts and Data Engineers. Much of the world's data resides in databases. SQL is a powerful language used for communicating with and extracting data from databases. In this course you will learn SQL inside out- from the very basics of Select statements to advanced concepts like JOINs. You will: -write foundational SQL statements like: SELECT, INSERT, UPDATE, and DELETE -filte |
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DataOps Methodology (Coursera) https://www.coursera.org/learn/ibm-data-ops-methodology DataOps is defined by Gartner as "a collaborative data management practice focused on improving the communication, integration and automation of data flows between data managers and consumers across an organization. Much like DevOps, DataOps is not a rigid dogma, but a principles-based practice influencing how data can be provided and updated to meet the need of the organization’s data consumers.” The DataOps Methodology is designed to enable an organization to utilize a repeatable process to b |
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Deep Learning and Reinforcement Learning (Coursera) https://www.coursera.org/learn/deep-learning-reinforcement-learning This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is frequently used to power most of the AI applications that we use on a daily basis. First you will learn about the theory behind Neural Networks, which are the basis of Deep Learning, as well as several modern architectures of Deep Learning. Once |
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Deep Neural Networks with PyTorch (Coursera) https://www.coursera.org/learn/deep-neural-networks-with-pytorch The course will teach you how to develop deep learning models using Pytorch. The course will start with Pytorch's tensors and Automatic differentiation package. Then each section will cover different models starting off with fundamentals such as Linear Regression, and logistic/softmax regression. Followed by Feedforward deep neural networks, the role of different activation functions, normalization and dropout layers. Then Convolutional Neural Networks and Transfer learning will be covered. F |
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Delivering Quality Work with Agility (Coursera) https://www.coursera.org/learn/delivering-quality-work-with-agility When you hand in work in a professional workspace, employers expect it to be good quality work and done in a timely manner. By taking this short course you will learn about consistency and how to deliver quality work and experiences to clients. In order to deliver good quality work you need to know how to do efficiently do research and how to deliver it. This short course will teach you exactly that, and even more skills that are essential to being able to deliver quality work. The course is d |
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Designing User Interfaces and Experiences (UI/UX) (Coursera) https://www.coursera.org/learn/designing-user-interfaces-and-experiences-uiux UI and UX design is a thriving industry with numerous prospects for anyone with the right skills. This course is designed for those who are interested in starting a career in designing UI and UX experiences as well as developers who want to create web and front-end applications. It emphasizes the key concepts, tools, and methodologies used in front-end development. Web and mobile-accessible devices are transforming the world. Nowadays, everyone has a smartphone, tablet, smart TV, and/or lapto |
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Developing AI Applications with Python and Flask (Coursera) https://www.coursera.org/learn/python-project-for-ai-application-development This mini course is intended to apply basic Python skills for developing Artificial Intelligence (AI) enabled applications. In this hands-on project you will assume the role of a developer and perform tasks including: - Develop functions and application logic - Exchange data using Watson AI libraries - Write unit tests, and - Package the application for distribution. You will demonstrate your foundational Python skills by employing different techniques to develop web applications and AI po |
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Developing Back-End Apps with Node.js and Express (Coursera) https://www.coursera.org/learn/developing-backend-apps-with-nodejs-and-express In a recent Stack Overflow survey, Node.js was used by about 50% of the developers who answered the survey, making it the most used server-side technology. Express ranked as the fourth most popular web technology overall, making it the most popular server-side web framework. In this course, you will focus on Node.js and Express. Specifically, you will - develop applications using asynchronous callbacks and promises - create REST APIs and perform CRUD operations - implement authentication |
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Developing Cloud Apps with Node.js and React (Coursera) https://www.coursera.org/learn/node-js Note: This course has been replaced by the following two IBM courses: - Developing Front-End Apps with React - Developing Back-End Apps with Node.js and Express Are you ready to learn about some of the most in-demand libraries in back-end and front-end development? This is the course for you! In a recent Stack Overflow survey, JavaScript was ranked as the most commonly used programming language. Node.js and React.js were voted as the most popular web frameworks and technologies. In this |
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Developing Cloud Native Applications (Coursera) https://www.coursera.org/learn/developing-cloud-native-applications Do you want to learn about developing applications that are cloud native right from conception to implementation? In this course, you’ll begin with some crucial cloud concepts such as Cloud Native Applications, CNCF and Hybrid Cloud. You will dive into specific tools and techniques for developing cloud native apps. You’ll then learn how to use CLI to develop, test and deploy applications for IBM Cloud with the use of Node.js . You will further use DevOps to maintain application development us |
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Developing Front-End Apps with React (Coursera) https://www.coursera.org/learn/developing-frontend-apps-with-react React is one of the most popular frameworks in the Web and Front-end application Development category. In this course, you will - build rich Front-End applications with React and ES6 - connect React components using data and state - write rich React components with advanced features like Hooks and Redux In addition, you will explore how to access the React web framework user interface (UI) library and run rich React applications. You will find ways to use React components and |
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Developing Interpersonal Skills (Coursera) https://www.coursera.org/learn/interpersonal-skills In order to have a successful professional life, you have to be able to communicate with the people you work with. You have to be able to communicate with co-workers in a way that establishes respect and influence. This short course is designed to teach you how to communicate with the people you work with in ways that shows confidence and gives them a sense of trust. By taking this course you will learn how to assert your influence and how you can use these skills to do things like resolve is |
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Developing Websites and Front-Ends with Bootstrap (Coursera) https://www.coursera.org/learn/developing-websites-and-front-ends-with-bootstrap Building flexible, fast, and responsive websites and front-ends with a consistent look and feel has become a basic requirement. To accomplish this, the use of libraries and frameworks is trending. As a front-end developer, it is important that you know at least one front-end framework. Bootstrap is a CSS framework that provides an extensive set of templates that help with speeding up the website development process. According to W3Tech.com, Bootstrap is a popular CSS framework that is used by 1 |
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DevOps Capstone Project (Coursera) https://www.coursera.org/learn/devops-capstone-project Showcase your DevOps and Software Engineering skills with this hands-on Capstone project! In this course you will apply the skills and techniques you have learned as part of the previous courses in the Professional Certificate. During the project you will develop, test, deploy, monitor, and enhance a secure microservices-based application on Cloud, over the course of several sprints. You’ll develop an Agile plan by developing user stories and a Kanban board using ZenHub and GitHub. This plan w |
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DevOps, Cloud, and Agile Foundations (CourseraSpecs) https://www.coursera.org/specializations/devops-cloud-and-agile-foundations Offered by IBM. |
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Django Application Development with SQL and Databases (Coursera) https://www.coursera.org/learn/developing-applications-with-sql-databases-and-django Working with databases is a key skill for developers, especially those in Back-End, Full Stack, and DevOps roles. This course will teach you the fundamentals of relational databases and how to access them from your applications. Some of the essential application development tasks include accessing, processing, and presenting data. Data is stored in various databases, either on-premise or on the cloud, and developers will need to learn how to talk to them via programming languages. In this c |
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ETL and Data Pipelines with Shell, Airflow and Kafka (Coursera) https://www.coursera.org/learn/etl-and-data-pipelines-shell-airflow-kafka Delve into the two different approaches to converting raw data into analytics-ready data. One approach is the Extract, Transform, Load (ETL) process. The other contrasting approach is the Extract, Load, and Transform (ELT) process. ETL processes apply to data warehouses and data marts. ELT processes apply to data lakes, where the data is transformed on demand by the requesting/calling application. In this course, you will learn about the different tools and techniques that are used with ETL a |
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Excel Basics for Data Analysis (Coursera) https://www.coursera.org/learn/excel-basics-data-analysis-ibm Spreadsheet tools like Excel are an essential tool for working with data - whether for data analytics, business, marketing, or research. This course is designed to give you a basic working knowledge of Excel and how to use it for analyzing data. This course is suitable for those who are interested in pursuing a career in data analysis or data science, as well as anyone looking to use Excel for data analysis in their own domain. No prior experience with spreadsheets or coding is required - all |
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Exploratory Data Analysis for Machine Learning (Coursera) https://www.coursera.org/learn/ibm-exploratory-data-analysis-for-machine-learning This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing. By the end of this course you should be able to: Retrieve data from multiple data sources: SQL, NoSQL databases, |
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Front-End Development Capstone Project (Coursera) https://www.coursera.org/learn/front-end-development-capstone-project According to internetlivestats.com, there are over 1.58 billion websites of which 200 million are active websites. This number is constantly growing with most businesses leaning towards building their own websites or enhancing them. This requires skilled web developers to get the job done. A key objective of this capstone project is to help you get all your design and coding skills together to implement a responsive website. This will help you gain the confidence and comfort in building website |
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Full Stack Cloud Development Capstone Project (Coursera) https://www.coursera.org/learn/ibm-cloud-native-full-stack-development-capstone Show your mastery of full stack application development by completing this capstone project! In this course, you will apply your knowledge and skills to a real-life inspired challenge and use your expertise to develop a successful solution. The project provides you with an opportunity to solidify your full stack proficiency. As you design a dynamic user experience, you will develop frontend pages, add user administration, build actions for database operations, create backend services, and conf |
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Full Stack Software Developer Assessment (Coursera) https://www.coursera.org/learn/full-stack-software-developer-assessment This is the final course in the IBM Full Stack Software Developer Professional Certificate. It will test your knowledge and the skills you’ve acquired so far. This course contains the graded final examination covering content from various courses in the PC. You will be assessed on topics such as core cloud computing concepts; languages like HTML, CSS, JavaScript, and Python; frameworks such as Node.js, Express, and React; and back-end technologies such as Docker, Kubernetes, OpenShift, SQL, D |
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Fundamentals of Scalable Data Science (Coursera) https://www.coursera.org/learn/ds Apache Spark is the de-facto standard for large scale data processing. This is the first course of a series of courses towards the IBM Advanced Data Science Specialization. We strongly believe that is is crucial for success to start learning a scalable data science platform since memory and CPU constraints are to most limiting factors when it comes to building advanced machine learning models. In this course we teach you the fundamentals of Apache Spark using python and pyspark. We'll introduce |
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Generative AI for Data Scientists (CourseraSpecs) https://www.coursera.org/specializations/generative-ai-for-data-scientists Offered by IBM. Leap ahead in data science using generative AI . Build in-demand hands-on generative AI skills to supercharge your data ... |
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Generative AI for Software Developers (CourseraSpecs) https://www.coursera.org/specializations/generative-ai-for-software-developers Offered by IBM. Boost your software development career with Gen AI. Build in-demand hands-on Generative AI skills for your elevating your ... |
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Generative AI Fundamentals (CourseraSpecs) https://www.coursera.org/specializations/generative-ai-for-everyone Offered by IBM. Unlock and leverage the potential of generative AI. Learn how you can use the capabilities of generative AI to enhance your ... |
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Generative AI: Foundation Models and Platforms (Coursera) https://www.coursera.org/learn/generative-ai-foundation-models-and-platforms This course is for all enthusiasts and practitioners with a genuine interest in the rapidly developing field of generative AI, which is transforming our world. The course focuses on the core concepts and generative AI models that form the building blocks of generative AI. You will explore deep learning and large language models (LLMs). You will learn about GANs, VAEs, transformers, and diffusion models; the building blocks of generative AI. You will become familiar with the concept of foundati |
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Generative AI: Impact, Considerations, and Ethical Issues (Coursera) https://www.coursera.org/learn/generative-ai-ethical-considerations-and-implications In this course, you will explore the impact of generative artificial intelligence (AI) on society, the workforce, organizations, and the environment. This course is suitable for anyone interested in learning about the ethical, economic, and social implications of generative AI and how generative AI can be used responsibly. It will benefit professionals, executives, policymakers, and students. In this course, you will learn about the ethical concerns of generative AI, including data privacy, b |
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Generative AI: Introduction and Applications (Coursera) https://www.coursera.org/learn/generative-ai-introduction-and-applications This course is designed for everyone, including professionals, executives, students, and enthusiasts, interested in learning about generative AI and leveraging its capabilities in their work and lives. This course is your first step toward understanding the capabilities of generative AI, powered by different models, including large language models (LLMs). In this course, you will learn about the fundamentals and evolution of generative AI. You will explore the capabilities of generative |
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Generative AI: Prompt Engineering Basics (Coursera) https://www.coursera.org/learn/generative-ai-prompt-engineering-for-everyone This course is designed for everyone, including professionals, executives, students, and enthusiasts interested in leveraging effective prompt engineering techniques to unlock the full potential of generative artificial intelligence (AI) tools like ChatGPT. Prompt engineering is a process to effectively guide generative AI models and control their output to produce desired results. In this course, you will learn the techniques, approaches, and best practices for writing effective prompts. Yo |
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Get Started with Cloud Native, DevOps, Agile, and NoSQL (Coursera) https://www.coursera.org/learn/cloud-native-devops-agile-nosql Would you like to explore the complete process of developing cloud-native applications from inception to implementation? This course covers essential cloud concepts such as Cloud Native Applications and CNCF and their impact on cloud application developers. You'll delve into specific tools and techniques for building cloud-native apps. Next, you'll discover how to enhance your organization's culture through DevOps. You'll ensure consistent behavior and maintain high code quality by experimenti |
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Getting Started on Mainframe with z/OS Commands and Panels (Coursera) https://www.coursera.org/learn/z-commands-and-panels Getting Started with the IBM Mainframe with z/OS Commands and Panels is a mostly hands-on in an IBM Mainframe z/OS Environment. A total of seven labs will provide live access to an IBM Z server. The labs are designed to teach you the fundamental practical skills to navigate and work in a z/OS environment. This includes the use of ISPF/PDF dialogs, and TSO/E commands. On successful completion of this course, the learners are eligible to claim the Getting Started on Mainframe with z/OS Commands |
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Getting Started with Data Warehousing and BI Analytics (Coursera) https://www.coursera.org/learn/getting-started-with-data-warehousing-and-bi-analytics Kickstart your Data Warehousing and Business Intelligence (BI) Analytics journey with this self-paced course. You will learn how to design, deploy, load, manage, and query data warehouses and data marts. You will also work with BI tools to analyze data in these repositories. You will begin this course by understanding different kinds of analytics repositories including data marts, data warehouses, data lakes, data lakehouses, and data reservoirs, and their functions and uses. They are designed |
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Getting Started with Front-End and Web Development (Coursera) https://www.coursera.org/learn/getting-started-with-front-end-and-web-development Have you encountered a website with stunning design, user-friendly interactivity, and dynamic elements and wondered how it was put together? If so, this course is designed for you! It is tailored for aspiring front-end developers or those who want to get started in this field. In this course, you will gain an understanding of front-end and web development, exploring the significance of User Interface (UI) and User Experience (UX) design. You will delve into the workings of web browsers and the |
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Getting Started with Git and GitHub (Coursera) https://www.coursera.org/learn/getting-started-with-git-and-github Get started with Git and GitHub in this self-paced, introductory course! You’ll become familiar with collaborative version control and popular Git platforms. Collaboration and social coding are crucial parts of contemporary Software Engineering practices and the DevOps culture. You will begin this course with an overview of Git and Github fundamentals and explore key Git concepts such as branching and repositories, as well as the use of Git commands. You will also learn and practice various Gi |
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Hands-on Introduction to Linux Commands and Shell Scripting (Coursera) https://www.coursera.org/learn/hands-on-introduction-to-linux-commands-and-shell-scripting This course provides a practical understanding of common Linux / UNIX shell commands. In this beginner friendly course, you will learn about the Linux basics, Shell commands, and Bash shell scripting. You will begin this course with an introduction to Linux and explore the Linux architecture. You will interact with the Linux Terminal, execute commands, navigate directories, edit files, as well as install and update software. Next, you’ll become familiar with commonly used Linux commands. Y |
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IBM AI Engineering (CourseraSpecs) https://www.coursera.org/professional-certificates/ai-engineer Offered by IBM. Launch your career as an AI engineer. Learn how to provide business insights from big data using machine learning and deep ... |
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IBM AI Enterprise Workflow (CourseraSpecs) https://www.coursera.org/specializations/ibm-ai-workflow Offered by IBM . |
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IBM AI Foundations for Business (CourseraSpecs) https://www.coursera.org/specializations/ibm-ai-foundations-for-business
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IBM and ISC2 Cybersecurity Specialist (CourseraSpecs) https://www.coursera.org/professional-certificates/ibm-isc2-cybersecurity-specialist Offered by IBM and ISC2. Launch your career as a Cybersecurity Specialist. Gain the in-demand skills and hands-on experience to get ... |
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IBM Applied AI (CourseraSpecs) https://www.coursera.org/professional-certificates/applied-artifical-intelligence-ibm-watson-ai Offered by IBM. Kickstart your career in artificial intelligence. Learn Python, build a chatbot, explore machine learning and computer ... |
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IBM Applied DevOps Engineering (CourseraSpecs) https://www.coursera.org/professional-certificates/ibm-applied-devops-engineering Offered by IBM. Advance your career to high demand field of DevOps. Build on your software development skills with the latest DevOps ... |
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IBM Back-End Development (CourseraSpecs) https://www.coursera.org/professional-certificates/ibm-backend-development Offered by IBM. Prepare for a career as a back-end developer.. Gain the in-demand skills and hands-on experience to get job-ready in less ... |
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IBM Back-end JavaScript Developer (CourseraSpecs) https://www.coursera.org/professional-certificates/backend-javascript-developer Offered by IBM. Launch your Back-End JavaScript Developer career . Build the skills and hands-on experience to get job-ready in under six ... |
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IBM Business Intelligence (BI) Analyst (CourseraSpecs) https://www.coursera.org/professional-certificates/bi-analyst Launch your career in Business Intelligence. Gain the in-demand skills and hands-on experience to get job-ready in less than 4 months. No ... |
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IBM COBOL Basic Testing and Debugging (Coursera) https://www.coursera.org/learn/cobol-testing-debugging Welcome to IBM COBOL – Basic Testing and Debugging! By enrolling in this course, you are taking a big step in increasing your knowledge and hands on experience with IBM COBOL testing and debugging topics and technologies. In this course, you will describe common errors associated with working with COBOL. You will list file status codes. You will also describe the process of debugging COBOL code. So let’s get started! |
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https://www.coursera.org/learn/ibm-cobol-basics COBOL is a programming language that serves a wide range of businesses. Key aspects of COBOL are that it is scalable, mature, and self-documenting. In the Basics course you will learn about COBOL from its birth and through its evolution. You will have some basic lessons on handling numbers, symbols, editing, procedures, and the overall program structure. You'll even have the opportunity to create code of your own. Buckle up and join us on a ride through the world of COBOL, we can't wait to s |
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https://www.coursera.org/learn/ibm-cobol-core COBOL is a programming language that serves a wide range of businesses. Key aspects of COBOL are that it is scalable, mature, and self-documenting. In this COBOL CORE class you’ll discover more features of the language, how to handle tables, edit, use switches, numeric usage, and structured COBOL. Enjoy your ride through the world of COBOL! We’re excited to have you here and can’t wait to get started. |
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IBM COBOL Data and File Management (Coursera) https://www.coursera.org/learn/cobol-data-file-management Welcome to IBM COBOL – Data and File Management! By enrolling in this course, you are taking a big step in increasing your knowledge and hands on experience with IBM COBOL data and file management. In this course, you will learn the fundamental elements of COBOL code. You will learn the process of working with COBOL data. You will learn handling COBOL files. This course also relational databases in a mainframe, COBOL context. So let’s get started! |
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IBM COBOL Software Development Practices (Coursera) https://www.coursera.org/learn/software-development-practices This course is aimed at anybody interested in COBOL or or software development. In this course, you will be introduced to core practices, systems, and methodologies associated with IBM COBOL software development. You will learn about COBOL as a self-documenting language. You will review working with existing coding. This course also covers quality assurance (QA), technical support and project management. |