10980 Concept courses

In this course you will learn how to use the power of Python to train your machine such that your machine starts learning just like human and based on that learning, your machine starts making predictions as well!

This course covers the basic concepts of machine learning (ML) that are crucial for getting started on the journey of becoming a skilled ML developer. You will become familiar with different algorithms and networks, such as supervised, unsupervised, neural networks, Convolutional Neural Network (CNN), and Super-Resolution Convolutional Neural Network (SRCNN), needed to develop effective ML solutions.

LTE Airside training course description This course provides a concise insight into the LTE airside. Key parts of the course are detailed looks at the air interface protocol stack, cell acquisition, transmission and reception of data and of he layer 1 procedures along with layer 2 procedures. What will you learn Explain the RF optimisation flowchart. Describe the importance of Reference Signal Received Power (RSRP). List many of the 3GPP recommended KPIs. Describe the concept of APN AMBR and UE AMBR within LTE. Describe the use of planning and optimisation computer tools. LTE Airside training course details Who will benefit: Anyone working with LTE. Prerequisites: Essential LTE Duration 2 days LTE Airside training course contents Introduction and review of LTE This section describes the requirements of LTE and key technical features, and reviews the system architecture. LTE Architecture, UE, E-UTRAN and EPC. Specifications. OFDMA, SC-FDMA and MIMO antennas This section describes the techniques used in the LTE air interface, notably orthogonal frequency division multiple access (OFDMA) and multiple input multiple output (MIMO) antennas. Communication techniques for fading multipath channels. OFDMA, FFT processing and cyclic prefix insertion. SC-FDMA in the LTE uplink. Multiple antenna techniques including transmit & receive diversity and spatial multiplexing. Introduction to the air interface This section covers the operation of the air interface, the channels that it uses, and the mapping to the time and frequency domains of OFDMA and SC-FDMA. Air interface protocol stack. Logical, transport and physical channels. Frame and slot structure, the resource grid. Resource element mapping of the physical channels and physical signals. LTE spectrum allocation. Cell acquisition This is the first of three sections covering the air interface physical layer. Here, we cover mobile procedures to start low-level communications with the cell, and base station transmission of the corresponding information. Primary/secondary synchronisation signals. Downlink reference signals. The master information block. Physical control format indicator channel. Organisation and transmission of the system information. Data transmission and reception In this section, we cover procedures used for data transmission and reception on the shared channels, and describe in detail the individual steps. Data transmission and reception on the uplink and downlink. Scheduling commands and grants on the PDCCH. DL-SCH and UL-SCH. Physical channel processing of the PDSCH and PUSCH. Hybrid ARQ indicators on the PHICH. Uplink control information on the PUCCH. Uplink demodulation and sounding reference signals. Additional physical layer procedure This section concludes our discussion of the air interface physical layer, by discussing a number of procedures that support its operation. Transmission of the physical random access channel. Contention and non-contention based random access procedures. Discontinuous transmission in idle and connected modes. Uplink power control and timing advance. Air interface layer 2 This section describes the architecture and operation of layer 2 of the air interface protocol stack. MAC protocol, interactions with the physical layer, use for scheduling. RLC protocol, transparent, unacknowledged and acknowledged modes. PDCP, including header compression, security functions and recovery from handover.

The Professional Certificate Course in Project Quality Management System is designed to provide a comprehensive overview of project quality management. The course covers the three processes of project quality management, namely quality planning, quality assurance, and quality control. Participants will learn about the importance of establishing and implementing a quality management system (QMS) and its key elements. Additionally, the course covers the concept of a quality circle, its characteristics, problems, and phases. Participants will also study ISO 9000 or EN 29000, its seven quality principles, and the ISO 9000 series. The course also covers Total Quality Management (TQM), its principles, methods, and steps. Finally, participants will gain an understanding of the concept of Kaizen or continuous improvement, its types, cycle, and how it can be applied in project quality management. This Professional Certificate Course in Project Quality Management System provides a comprehensive understanding of quality management principles and techniques for successful project execution. Upon completion, participants will have the knowledge and skills necessary to implement a comprehensive quality management system in their projects. After the successful completion of the course, you will be able to learn about the following, Project Quality Management, its three Processes, Quality Management System's importance, Establishing and Implementing a QMS, and its elements. Quality Circle, its characteristics, problems, and phases along with studying ISO nine thousand or EN twenty-nine thousand, its seven Quality Principles, and most importantly, ISO nine thousand series. Total Quality Management, its Principles, Methods, and Steps, along with understanding the concept of Kaizen or Continuous Improvement, its types, Cycle. The Professional Certificate Course in Project Quality Management System is designed to provide a comprehensive overview of project quality management. The course covers the three processes of project quality management, namely quality planning, quality assurance, and quality control. Participants will learn about the importance of establishing and implementing a quality management system (QMS) and its key elements. Additionally, the course covers the concept of a quality circle, its characteristics, problems, and phases. Participants will also study ISO 9000 or EN 29000, its seven quality principles, and the ISO 9000 series. The course also covers Total Quality Management (TQM), its principles, methods, and steps. Finally, participants will gain an understanding of the concept of Kaizen or continuous improvement, its types, cycle, and how it can be applied in project quality management. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Project Quality Management System Self-paced pre-recorded learning content on this topic. Professional Certificate Course in Project Quality Management System Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience Project Managers Quality Managers Quality Assurance Professionals Quality Control Professionals Engineers Operations Managers Continuous Improvement Specialists Anyone interested in Project Quality Management. Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

This program provides an overview of Design Thinking, Lean Startup and Agile methods and illustrates how each should be applied and integrated into the journey of an idea all the way to business value realization. Developing an innovative idea into a stage of business value realization is a long and tedious journey; it involves different types of thinking and working at different stages of the life of the idea. Broadly speaking, this journey can be classified into 3 stages: deep understanding of user needs and innovating solutions; experimenting with a solution concept through prototyping and validating; and implementing the solution prototype into a commercial solution. Design Thinking, Lean Startup and Agile methods fit perfectly into these 3 stages. This program provides an overview of each of these methods and illustrates how each should be applied and integrated into the journey of an idea all the way to business value realization.

This course is designed for beginners, although we will go deep gradually, and is a highly focused course designed to master your Python skills in probability and statistics, which covers the major part of machine learning or data science-related career opportunities.

Are you ready to elevate your career to new heights? Look no further than our comprehensive Diploma in Six Sigma & Lean Process (Level 3) program. Designed to equip you with the essential skills and knowledge to excel in the dynamic world of process improvement, this course is your gateway to success in today's competitive business landscape. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In this Diploma course, learners dive into the world of Six Sigma and Lean Process to master techniques for improving business efficiency. They begin by understanding the core principles of Lean methodology, focusing on enhancing value while eliminating waste, variation, and complexity. Through practical applications, they learn to implement continuous improvement strategies, drawing inspiration from Toyota's renowned Toyota Production System (TPS) and Liker's Toyota Way. Additionally, students acquire a comprehensive improvement toolkit, equipping them with various methods and tools to analyze processes, identify areas for enhancement, and implement effective solutions. Throughout the course, learners develop a deep understanding of Lean concepts and techniques, preparing them to drive significant improvements in organizational processes and performance. Course Curriculum Module 01: Understanding Lean Module 02: The Five Principles of Lean Business Module 03: The First Improvement Concept (Value) Module 04: The Second Improvement Concept (Waste) Module 05: The Third Improvement Concept (Variation) Module 06: The Fourth Improvement Concept (Complexity) Module 07: The Fifth Improvement Concept (Continuous Improvement) Module 08: The TPS House Module 09: Liker's Toyota Way Module 10: The Improvement Toolkit Learning Outcomes: Master principles of Lean, understanding its core philosophy and applications. Identify and eliminate waste, enhancing efficiency in business processes. Analyze variation to optimize processes and ensure consistent quality standards. Simplify complex processes, streamlining operations for maximum productivity and efficiency. Implement continuous improvement strategies, fostering a culture of innovation and excellence. Utilize the Improvement Toolkit to drive tangible improvements in organizational processes. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Professionals seeking expertise in Lean Six Sigma methodologies. Individuals aspiring to enhance efficiency and quality in their organizations. Managers aiming to implement Lean principles for operational excellence. Students looking to gain practical skills in process improvement methodologies. Anyone interested in advancing their career in quality management roles. Career path Lean Six Sigma Consultant Process Improvement Analyst Quality Assurance Manager Operations Manager Supply Chain Coordinator Continuous Improvement Specialist Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

The Real Estate Investment School is a four day course, that unravels the complexity of Investment Cash Flows through Advanced Modelling, Interpretation and Theory.

With this 2-in-1 course, you will get access to AWS Technical Essentials and AWS Certified Solutions Architect - Associate certification exam content.

The aim of this course is to provide learners with a comprehensive understanding of the concept of the strategic marketing process, the stages of strategic marketing, the steps in situation analysis, the categories of five C analysis, the steps of marketing strategy, the steps of the marketing mix, and the influences in the relationship of marketing strategies.After the successful completion of the course, you will be able to learn about the following, Concept of the strategic marketing process. Stages of strategic marketing. Steps in situation analysis. Categories of five C analysis. Steps of marketing strategy. Steps of the marketing mix. The influences in the relationship of marketing strategies. Marketing is a critical business function that involves creating, communicating, delivering, and exchanging offerings that have value for customers, clients, partners, and society at large. This course will provide learners with a comprehensive understanding of the concept of the strategic marketing process, the stages of strategic marketing, the steps in situation analysis, the categories of five C analysis, the steps of marketing strategy, the steps of the marketing mix, and the influences in the relationship of marketing strategies. Marketing is a critical business function that involves creating, communicating, delivering, and exchanging offerings that have value for customers, clients, partners, and society at large. This course will provide learners with a comprehensive understanding of the concept of the strategic marketing process, the stages of strategic marketing, the steps in situation analysis, the categories of five C analysis, the steps of marketing strategy, the steps of the marketing mix, and the influences in the relationship of marketing strategies. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Strategic Marketing Process The aim of this course is to provide learners with a comprehensive understanding of the concept of the strategic marketing process, the stages of strategic marketing, the steps in situation analysis, the categories of five C analysis, the steps of marketing strategy, the steps of the marketing mix, and the influences in the relationship of marketing strategies. Strategic Marketing Process Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. Marketing Managers and Executives Business Development Managers Product Managers and Brand Managers Sales Managers and Representatives Market Researchers and Analysts Business Owners and Entrepreneurs Advertising and PR Professionals Management Consultants Strategy Planners Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.