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Overview This comprehensive course on Machine Learning for Predictive Maps in Python and Leaflet will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Machine Learning for Predictive Maps in Python and Leaflet comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Machine Learning for Predictive Maps in Python and Leaflet. It is available to all students, of all academic backgrounds. Requirements Our Machine Learning for Predictive Maps in Python and Leaflet is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 9 sections • 33 lectures • 05:59:00 total length •Introduction: 00:10:00 •Python Installation: 00:04:00 •Creating a Python Virtual Environment: 00:07:00 •Installing Django: 00:09:00 •Installing Visual Studio Code IDE: 00:06:00 •Installing PostgreSQL Database Server Part 1: 00:03:00 •Installing PostgreSQL Database Server Part 2: 00:09:00 •Adding the settings.py Code: 00:07:00 •Creating a Django Model: 00:10:00 •Adding the admin.py Code: 00:21:00 •Creating Template Files: 00:10:00 •Creating Django Views: 00:10:00 •Creating URL Patterns for the REST API: 00:09:00 •Adding the index.html code: 00:04:00 •Adding the layout.html code: 00:19:00 •Creating our First Map: 00:10:00 •Adding Markers: 00:16:00 •Installing Jupyter Notebook: 00:07:00 •Data Pre-processing: 00:31:00 •Model Selection: 00:20:00 •Model Evaluation and Building a Prediction Dataset: 00:11:00 •Creating a Django Model: 00:04:00 •Embedding the Machine Learning Pipeline in the Application: 00:42:00 •Creating a URL Endpoint for our Prediction Dataset: 00:06:00 •Creating Multiple Basemaps: 00:09:00 •Creating the Marker Layer Group: 00:10:00 •Creating the Point Layer Group: 00:12:00 •Creating the Predicted Point Layer Group: 00:07:00 •Creating the Predicted High Risk Point Layer Group: 00:12:00 •Creating the Legend: 00:09:00 •Creating the Prediction Score Legend: 00:15:00 •Resource: 00:00:00 •Assignment - Machine Learning for Predictive Maps in Python and Leaflet: 00:00:00

🔧 Elevate Your Skills: Maintenance Technician Training Course! 🛠️ Ready to become a proficient maintenance technician and excel in the world of machinery and equipment maintenance? Enroll in our Maintenance Technician Training Course - a comprehensive program designed to equip you with the skills and knowledge needed to thrive in the dynamic field of maintenance. Join us on a transformative journey where hands-on expertise meets cutting-edge technology. 🌟 Module 1: Introduction to Maintenance Technician Role Kickstart your training with Module 1, providing a comprehensive introduction to the vital role of a maintenance technician. Explore the responsibilities, expectations, and the integral part you play in ensuring the seamless operation of machinery and equipment. Lay the groundwork for a successful career in maintenance. Module 2: Basic Electrical Concepts Enter the world of electrons with Module 2, dedicated to basic electrical concepts. Develop a solid understanding of electrical principles, circuits, and components. Learn to interpret schematics, troubleshoot electrical issues, and ensure the safe operation of electrical systems within industrial settings. 🔩 Module 3: Basic Mechanical Concepts Dive into the heart of machinery with Module 3, focusing on basic mechanical concepts. Explore the principles of mechanics, understand machinery components, and learn how to maintain and troubleshoot mechanical systems. Gain hands-on experience in keeping equipment running smoothly. 💨 Module 4: Pneumatics and Hydraulics Master the art of fluid power with Module 4, dedicated to pneumatics and hydraulics. Explore the principles of compressed air and hydraulic systems, learning how to maintain, troubleshoot, and repair these critical components. Understand the applications of fluid power in various industrial settings. 🕹️ Module 5: Introduction to Programmable Logic Control (PLC) Enter the digital realm with Module 5, focusing on the introduction to Programmable Logic Control (PLC). Learn the fundamentals of PLC programming, understand ladder logic, and explore how PLCs automate and control machinery. Gain a competitive edge by mastering this essential technology in industrial maintenance. 🌟 Why Choose Our Maintenance Technician Training Course? Industry-Experienced Instructors: Learn from seasoned maintenance professionals with hands-on experience in industrial settings. Hands-On Training: Engage in practical exercises, simulations, and real-world scenarios to apply your knowledge. Cutting-Edge Technology: Familiarize yourself with the latest tools, equipment, and technologies used in the field of maintenance. Career-Ready Skills: Graduate with skills that align with the demands of the evolving industrial maintenance landscape. Don't miss the chance to become a maintenance expert! Enroll now in the Maintenance Technician Training Course and position yourself for success in a field where your technical expertise and problem-solving skills will shine. Your journey into the world of maintenance excellence begins here! 🔧✨🎓 Course Curriculum Module 1_ Introduction to Maintenance Technician Role. Introduction to Maintenance Technician Role. 00:00 Module 2_ Basic Electrical Concepts. Basic Electrical Concepts. 00:00 Module 3_ Basic Mechanical Concepts. Basic Mechanical Concepts. 00:00 Module 4_ Pneumatics and Hydraulics. Pneumatics and Hydraulics. 00:00 Module 5_ Introduction to Programmable Logic Control Introduction to Programmable Logic Control 00:00

Overview With the ever-increasing demand for Electronics in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Electronics may be. Learning about Electronics or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Electronics . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Electronics is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Electronics course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Electronics course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Electronics course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Electronics , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Electronics , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Electronics , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Electronics course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams.  Course Curriculum Electronics Module 2 DC Networks and Network Theorems Module 2 DC Networks and Network Theorems 00:00 Electronics Module 3 Single Phase AC Circuits Module 3 Single Phase AC Circuits 00:00 Electronics Module 4 Electrical Machines Module 4 Electrical Machines 00:00 Electronics Module 5 Semiconductor Diodes Module 5 Semiconductor Diodes 00:00 Electronics Module 6 Digital Electronics Module 6 Digital Electronics 00:00 Electronics Module 7 Fundamentals of Communication Engineering Module 7 Fundamentals of Communication Engineering 00:00 Electronics Module 8 Power Generating Stations Module 8 Power Generating Stations 00:00 Electronics Module 06 Digital Electronics Module 06 Digital Electronics 00:00

Machine Learning and other AI: Are You Ready? Machine Learning is the latest 'hot' title in computing and Artificial Intelligence. It sounds new but is influencing your life already. Machine Learning and AI will affect more and more of your life as they mature and more enabling technologies intersect with them. Machine Learning will change many disciplines and careers, overcoming scale issues, enabling better knowledge and insights, and augmenting many professions. Are you ready? This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.

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Information on the risks and practical advice to address them TSC's eBooks, whitepapers, and reports cover some of the most important risks in information and cyber security — risks that constantly challenge information and cyber security professionals who work tirelessly to reduce them across their organisations and home users alike.

Information on the risks and practical advice to address them TSC's eBooks, whitepapers, and reports cover some of the most important risks in information and cyber security — risks that constantly challenge information and cyber security professionals who work tirelessly to reduce them across their organisations and home users alike.

Duration 3 Days 18 CPD hours This course is intended for This is an intermediate course for architects, system integrators, security administrators, network administrators, software engineers, technical support individuals, and IBM Business Partners who implement LPARs on IBM Power Systems. Overview Describe important concepts associated with managing POWER7 processor-based systems, such as Logical partitioning (LPAR), dynamic partitioning, virtual devices, virtual processors, virtual consoles, virtual Local Area Network (VLAN), and shared processors Describe the features of the PowerVM Editions. Use the System Planning Tool to plan an LPAR configuration Describe the functions of the HMC Configure and manage the HMC, including users and permissions, software, startup and shutdown, remote access features, network configuration, security features, HMC backup and restore options, and the HMC reload procedure Describe the rules associated with allocating resources, including dedicated processors, processing units for Micro-Partitions, memory, physical I/O for AIX and Linux partitions Configure and manage LPARs using the HMC Graphical User Interface (GUI) and HMC commands Interpret physical and AIX location codes and relate to the key hardware components Power on and power off the POWER7 system Use the HMC to back up and restore partition data In this course, students will learn the skills needed to become an effective administrator on IBM's POWER7-based systems that support Logical Partitioning (LPAR). Day 1 Introduction to partitioning Hardware system overview Hardware Management Console Day 2 Hardware Management Console (cont.) System Planning Tool HMC and managed system maintenance System power management Planning and configuring logical partitions Day 3 Planning and configuring logical partitions (cont.) Partition operations Dynamic resource allocation Exercise 9 Additional course details: Nexus Humans AN110 IBM Power Systems for AIX I - LPAR Configuration and Planning training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the AN110 IBM Power Systems for AIX I - LPAR Configuration and Planning course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 4 Days 24 CPD hours This course is intended for IS Security Officers IS Managers Risk Managers Auditors Information Systems Owners IS Control Assessors System Managers Government Employees Overview Upon completion, Certified Threat Intelligence Analyst students will be able to proactively collect threat data and implement strategies to limit exposure to those threats. Additionally, they will be prepared to take the C)TIA exam Everywhere you turn today, you hear about the need for threat intelligence analysis! However, in some cases, it is just a buzzword, while in other cases, threat intelligence is being touted as the remedy toward advanced persistent threats. The real question is, how do we leverage threat intelligence to reduce network vulnerabilities without wasting time and money? The answer is simple, Mile2?s Certified Threat Intelligence Analyst course. Mile2?s CTIA course will help security professionals learn how to make good use of the many sources of threat intelligence. It will aid an individual to understand what threat sources are helpful, which specific threats are targeted and which ones may need minor adjustments to monitor within your organization. Mile2?s CTIA course focuses heavily on hands-on labs, concentrating on discerning and interpreting threats and responding to them.ÿ The CTIA course focuses overall on current significant threats, threat actors, and identification procedures so that cyber-security professionals can implement the best policies and procures for their organizational security posture. Once complete, the student will be competent toward improving a company?s existing security infrastructure. Policies and methodologies learned in the CTIA will allow the student to use threat intelligence concepts to decrease overall company risk. Course Outline Threat Intelligence Basics Cyber Threats Threat Actors Case Studies Threat Identification Proactive Approach

Duration 3 Days 18 CPD hours This course is intended for Data Wrangling with Python takes a practical approach to equip beginners with the most essential data analysis tools in the shortest possible time. It contains multiple activities that use real-life business scenarios for you to practice and apply your new skills in a highly relevant context. Overview By the end of this course, you will be confident in using a diverse array of sources to extract, clean, transform, and format your data efficiently. In this course you will start with the absolute basics of Python, focusing mainly on data structures. Then you will delve into the fundamental tools of data wrangling like NumPy and Pandas libraries. You'll explore useful insights into why you should stay away from traditional ways of data cleaning, as done in other languages, and take advantage of the specialized pre-built routines in Python.This combination of Python tips and tricks will also demonstrate how to use the same Python backend and extract/transform data from an array of sources including the Internet, large database vaults, and Excel financial tables. To help you prepare for more challenging scenarios, you'll cover how to handle missing or wrong data, and reformat it based on the requirements from the downstream analytics tool. The course will further help you grasp concepts through real-world examples and datasets. Introduction to Data Structure using Python Python for Data Wrangling Lists, Sets, Strings, Tuples, and Dictionaries Advanced Operations on Built-In Data Structure Advanced Data Structures Basic File Operations in Python Introduction to NumPy, Pandas, and Matplotlib NumPy Arrays Pandas DataFrames Statistics and Visualization with NumPy and Pandas Using NumPy and Pandas to Calculate Basic Descriptive Statistics on the DataFrame Deep Dive into Data Wrangling with Python Subsetting, Filtering, and Grouping Detecting Outliers and Handling Missing Values Concatenating, Merging, and Joining Useful Methods of Pandas Get Comfortable with a Different Kind of Data Sources Reading Data from Different Text-Based (and Non-Text-Based) Sources Introduction to BeautifulSoup4 and Web Page Parsing Learning the Hidden Secrets of Data Wrangling Advanced List Comprehension and the zip Function Data Formatting Advanced Web Scraping and Data Gathering Basics of Web Scraping and BeautifulSoup libraries Reading Data from XML RDBMS and SQL Refresher of RDBMS and SQL Using an RDBMS (MySQL/PostgreSQL/SQLite) Application in real life and Conclusion of course Applying Your Knowledge to a Real-life Data Wrangling Task An Extension to Data Wrangling