AWS For Beginners with Hands-On Labs

Description80% of data science work is data cleaning. Building a machine learning model using unclean or messy data can lead to inaccuracies in your model performance. Therefore, it is important for you to know how to clean various real-world datasets. If you're looking to enhance your skills in data manipulation and cleaning, this course will arm you with the essential skills needed to make that possible. This course is carefully crafted to provide you with a deeper understanding of data cleaning using Polars, a new blazingly fast DataFrame library for Python that enables you to handle large datasets with ease.Five Different DatasetsAll clean datasets are the same, but every unclean dataset is messy in its own way. This course includes five unique datasets and gives you a walkthrough of how to clean each one of themData TransformationData cleaning is about transforming the data from changing data types to removing unnecessary columns or rows. It’s also about dropping or replacing missing values as well as handling outliers. You will learn how to do all that in this course.Ready-to-Use SkillsThe lectures in this course are designed to help you conquer essential data cleaning tasks. You'll gain job-ready skills and knowledge on how to clean any type of dataset and make it ready for model building.

Sophos XG Firewall provides comprehensive next-generation firewall protection that exposes hidden risks, blocks unknown threats, and automatically responds to incidents by isolating compromised systems, and exposes hidden user, application and threat risks on the network. Sophos also includes synchronized security (links endpoints and firewalls to enable them to communicate and share information, identify compromised systems and isolate them until cleaned up), a web application firewall, email protection, ransomware protection, phishing prevention, all firewall rules unified on a single screen, and a secure web gateway.Why Sophos XG Firewall ?Next-generation network protectionUnified user, application and network controlBlocks unknown threatsMore-in-one protectionOn-box reports included as standardPatented Layer-8 Identity controlPotent, powerful fastIn this courses, feature lecture and hands-on labs, you will learn to install, configure, manage and Sophos XG Firewall from scratch. You will gaining the skills and expertise needed to protect your organization from security threats. The student will get hands-on experience of Sophos XG Firewall in a lab environment.This course dives deeper into Sophos XG Firewall Configuration to give the students a clear understanding on several topics. Topics covered include Sophos XG Firewall Basic Configuration, Network Zones Interface Configuration, Firewall Polices, Web Control Application Control, WAN Load Balancing, SSL VPN IPsec VPN, Captive Portal User Authentication, Synchronized Security, Traffic Shaping, SSO Configuration, High Availability ,IPS Anti –Virus, NAT more.

هل ترغب في دخول عالم تطوير الويب وصناعة المواقع الإلكترونية، ولكن لا تعرف من أين تبدأ؟ هذه الدورة صُمّمت خصيصًا لك! في هذه الدورة الشاملة، ستبدأ رحلتك من الصفر وتصل إلى مستوى تستطيع فيه بناء وتصميم مواقع وتطبيقات ويب تفاعلية باستخدام اللغات الأساسية الثلاث: HTML، CSS، وJavaScript.ستتعلّم أولاً لغة HTML، وهي اللغة المسؤولة عن بناء الهيكل الأساسي لصفحات الويب، وتحديد أماكن العناوين، الفقرات، الصور، الروابط، الجداول، والنماذج. ثم تنتقل إلى CSS، وهي اللغة التي تضيف الجمال والتصميم للموقع، من خلال التحكم في الألوان، الخطوط، المساحات، التخطيط، وحتى التصميم المتجاوب الذي يظهر بشكل مناسب على مختلف الأجهزة مثل الجوالات والحواسيب.بعد ذلك، تبدأ مرحلة تعلم JavaScript، وهي اللغة التي تجعل صفحات الويب تفاعلية. ستتمكن من جعل الأزرار تستجيب للنقر، وتحديث المحتوى دون إعادة تحميل الصفحة، والتحقق من صحة المدخلات في النماذج، وتنفيذ العديد من الوظائف الديناميكية التي تُستخدم يوميًا في أشهر المواقع.الدورة لا تقتصر على الشرح النظري فقط، بل تركّز بشكل كبير على الجانب العملي والتطبيقي. من خلال تمارين، تحديات، ومشاريع حقيقية ستنفّذها بنفسك، ستكتسب المهارات بثقة وتقدّم ملموس. كما سيتم توجيهك إلى كيفية استخدام أدوات المطورين، والعمل مع محررات الأكواد الحديثة، ونشر موقعك على الإنترنت.هذه الدورة مناسبة تمامًا للطلاب، المبتدئين، أصحاب المشاريع، وحتى من يرغب بتغيير مساره المهني إلى مجال تطوير الويب. لا تتردد في الانضمام وابدأ رحلتك الآن نحو عالم البرمجة وتطوير المواقع، حيث الفرص لا حدود لها.

Overall Course Objective:Learn the strategic approach required for an organisation to decide on migrating to Cloud Computing from in-premise IT infrastructure. Learning Outcome:1. Understand what is Cloud migration.2. Understand the importance of decision making on Cloud migration.3. Learn various organisational factors and concerns to consider for deciding on Cloud migration.4. Understand different technical approaches to migrate to Cloud Computing.5. Use a strategic framework for structured decision-making on Cloud migration.

Not All Projects Can be Agile……Do Not Force Agile on All Projects just to look Cool- Your Project Will Fail !!We Discover- What is Waterfall and what is Agile- differences, benefits, applicability, etc?We then talk about the 3 Scrum Roles, Scrum Process, Scrum Ceremonies, Scrum Artefacts,etcThen we discuss measuring Prgress of Agile Projects- Kanban, Burn up- Burn Down Charts, CFD, Throughput, Scaling AgileFinally, we go back to Waterfall- See the PMBOK 2021 ECO Guidelines- People- Process- Envt., PMBOK 7th Edition 2021, and PMBOK ProcessGuide 2023We cover PMBOK guide latest thinking from PMBOK 7th Edition and PMBOK Process Group Guide 2023 to give students a quick overview of the new guides recently introduced and summary of whole guide in a very subtle way.We discuss each one of them quickly to give you a grasp of these latest guides in just a few sessions and videos.The course ends up with Talking about Hybrid Projects- combining Agile- Waterfall based on actual real life needs.We Finally discuss the PMBOK Way of doing Hybrid Projects by mixing and matching different approaches.We also see other courses taught by Dr. Sam in PMP, Agile, AI, Devops, BA, PO, AWS etc.

Procurement Management assumes a very crucial function in any organization. Oracle JD Edwards EnterpriseOne contains multiple solutions for Enterprise and Procurement Management is one of the important components of distribution solution.This course primarily focused on all functionalities of JD Edwards EnterpriseOne Procurement Management and is applicable to JD Edwards WorldSoft too (except for navigation, which may be different).Training covers Basic setups, Advanced Setups, Transactions processing from Purchase Requisition to Quote Orders to Blanket Orders to Purchase Orders, right up to Voucher Match. Training also educates on integration touchpoints that Procurement Management has with other JD Edwards systems viz. Capital Assets Management, Manufacturing Management, Sales Order Management, Advanced Warehouse Management.During the later part of course, few important functionalities are covered for enhancing efficiencies of Procurement Management, which includes Supplier Catalogues, Order Template processing, Receipt Routing, Landed Cost Processing as well as Purchase Order Workbench and Purchase Order Generator.High-level Objectives of the course are:By the end of this course, you will be able to:· Describe the procure to pay process flow.· Determine product and supplier information.· Process purchase orders.· Set up the JD Edwards EnterpriseOne Procurement system.· Perform procurement functions.· Define approval process.· Use advanced procurement features.· Track supplier information· Explain system integration.· Analyze inquiries and reports.