18183 Courses delivered Online

Go from Beginner to Super Advance Level in Machine Learning Algorithms using Python and Mathematical Insights

Increase your cybersecurity capability by learning to perform dynamic and static malware analysis!

You will learn Python-based deep learning and machine learning techniques through this course. With numerous real-world case studies, we will go over all the mathematics needed to master deep learning algorithms. We will study Backpropagation, Feed Forward Network, Artificial Neural Networks, CNN, RNN, Transfer Learning, and more.

Take things a step further and improve your knowledge of some of the more niche Excel techniques to help manage your data

In today's dynamic business environment, Managers need to evaluate different courses of action and make decisive decisions.

Data-Informed Decision Making in Projects: On-Demand Project management professionals constantly need to make project decisions that could be decisive for the outcome of their projects but often do not have sufficient information available to confidently make decisions. As a result, projects are increasingly falling short of delivering on their promises, requiring, more than ever, a data-informed approach to decision-making in the area of project delivery and management. The rapid growth of data comes with various challenges though, which consequently needs consideration of various critical factors for a successful implementation of a data-informed decision-making process in organizations and projects. What You Will Learn At the end of this program, you will be able to: Describe and understand the relevant methods and techniques to identify, acquire, and analyze relevant data points for decision making in projects Articulate analytical questions to focus on the real problems Identify potential shortfalls and gaps in project decision-making and apply actions to mitigate them Introduction to Data-Informed Decision Making The different types of decisions in projects Data-informed decision-making framework Shortcomings with traditional decision-making models Understanding the value of data for project delivery Issues in project management and how data can help solve them The DIKW Pyramid (Data, information, knowledge, wisdom) Types of data in projects Applying Data Analytics Understanding Data Analytics Levels of Data Analytics Data-Informed vs. Data-Driven Challenges and How to Address Them Project data availability and collection Data quality Behavioral blockers and bias Skills and Techniques Data literacy and data fluency Communicating for informed decision-making Monitoring and evaluating project decisions Implementing Data-Informed Decision Making Decision-making strategy and governance Project data culture Continuously improving decision quality Future Outlook for Decision-Making in Projects Data and AI Digital Decisioning

Data-Informed Decision Making in Projects: On-Demand Project management professionals constantly need to make project decisions that could be decisive for the outcome of their projects but often do not have sufficient information available to confidently make decisions. As a result, projects are increasingly falling short of delivering on their promises, requiring, more than ever, a data-informed approach to decision-making in the area of project delivery and management. The rapid growth of data comes with various challenges though, which consequently needs consideration of various critical factors for a successful implementation of a data-informed decision-making process in organizations and projects. What You Will Learn At the end of this program, you will be able to: Describe and understand the relevant methods and techniques to identify, acquire, and analyze relevant data points for decision making in projects Articulate analytical questions to focus on the real problems Identify potential shortfalls and gaps in project decision-making and apply actions to mitigate them Introduction to Data-Informed Decision Making The different types of decisions in projects Data-informed decision-making framework Shortcomings with traditional decision-making models Understanding the value of data for project delivery Issues in project management and how data can help solve them The DIKW Pyramid (Data, information, knowledge, wisdom) Types of data in projects Applying Data Analytics Understanding Data Analytics Levels of Data Analytics Data-Informed vs. Data-Driven Challenges and How to Address Them Project data availability and collection Data quality Behavioral blockers and bias Skills and Techniques Data literacy and data fluency Communicating for informed decision-making Monitoring and evaluating project decisions Implementing Data-Informed Decision Making Decision-making strategy and governance Project data culture Continuously improving decision quality Future Outlook for Decision-Making in Projects Data and AI Digital Decisioning

Integrating Design Thinking, Lean and Agile: On-Demand 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. What You Will Learn At the end of this program, you will be able to: Identify the end-to-end scenario of driving a business through innovation and when each method among Design Thinking, Lean and Agile would be appropriate. Gain an overview of Design Thinking, Lean startup and Agile methods, tools and techniques. Recognize the difference in mindset and focus for each method and shift the mindset based on the stage of the project. Define the process integration points for the three methodologies. Need for Integrating Design Thinking, Lean and Agile The importance of innovation and design thinking Design thinking processes Agile Overview of Design Thinking Design Thinking overview 5 phases of Design Thinking Overview of Lean Introduction to lean Defining value in innovative endeavors Overview of Agile Agile Manifesto Lean and Disciplined Agile Integrating Design Thinking, Lean and Agile Goal of each of the three stages of the business endeavor Mindset and focus needed in the three stages Process integration points for Design Thinking, Lean and Agile Scaling the Integration to Achieve Business Agility Scaling the integration of Design Thinking, Lean Startup and Agile How Scaled Agile Framework (SAFe) achieves integration

Project White Belt® 2013 - Getting Started with Microsoft® Project 2013: On-Demand This workshop serves as an introduction to the interface and features of Microsoft® Project 2013. It is kept up to date with the framework outlined by Project Management Institute's A Guide to the Project Management Body of Knowledge (PMBOK® Guide). This course will be led by an IIL-certified instructor who will outline the benefits of Microsoft Project, provide tips on using various features and common shortcuts, recommend guidelines, and discuss the application of scheduling concepts to manage project work. What You Will Learn You'll learn how to: Define key scheduling concepts and terms Effectively navigate the user interface and interpret common views Configure essential elements of a new schedule Enter and modify a task list Set dependencies between tasks Create a basic resource list and generate assignments Format targeted areas of the Gantt Chart view Prepare the schedule for printing Getting Started Introductions Course objectives Course outline Navigating the User Interface and Views Navigate and use the Ribbon Use and customize the Quick Access Toolbar Modify general and display options Become familiar with major elements on the Project screen Navigate Gantt Chart, calendar, and network diagram views Search for a help topic Setting up a New Schedule Create new schedules Create a new schedule using existing information Enter and modify the schedule start date Enter and modify exception days in the calendar Entering, Modifying, and Outlining Task Data Enter, edit, correct, and clear information Enter unscheduled tasks Enter duration estimates for a single task or multiple tasks Organize tasks Set up a multi-level outline Add notes to tasks Creating Dependencies by Setting Links Identify a critical path in a simple schedule Understand how scheduling software calculates a critical path Describe dynamic schedules and dependencies Create links using various methods Display the critical path Entering and Assigning Resources Plan for resources Create a list of available resources Assign resources Formatting Gantt Chart View Format text and Gantt Chart bars Format a collection of items Configure print options

Teaching Assistant Level 3 Qualification Enhance your efficiency in the teaching profession and gear up your career opportunities in this noble sector with the most exclusive Level 3 Award in Education and Training (RQF) qualification. The Level 3 Award in Education and Training (RQF) qualification is a level 3 Award in Education & Training AET(former PTLLS) which has been regulated by the UK's Govt. and awarded by Focus, the UK's fastest-growing awarding organisation. Focus is a well-established awarding organisation governed by Ofqual, ensuring professionalism and appreciation of the qualifications. This Level 3 Award in Education and Training (RQF) qualification aims to improve your knowledge of the education and training sector. Learners who complete this certification will have a good understanding of the skills and information that a qualified teacher or education professional must possess. You will also achieve a globally recognised certification to boost your confidence and establish a rewarding career in the teaching sector. Guess what's more!!! Along with this outstanding Level 3 Award in Education and Training (RQF) qualification, learners will get two Premium CPD accredited courses completely FREE!!! Courses are: Level 3 Diploma in Speech Therapy and SEN Teaching Phonics Teaching Diploma Level 3 These courses will help to boost the learning and enrich your speech therapy and phonics teaching proficiency. Enrol now and step forward for a glorious future!!! Qualification Summary Qualification type: Focus Level 3 Award Qualification title: Focus Level 3 Award in Education and Training (RQF) Accreditation status: Accredited Level: 3 Guided Learning Hours (GLH): 48 Total Qualification Time (TQT): 120 Qualification number (QN): 601/6099/8 ****Qualification Curriculum**** **Level 3 Award in Education and Training (RQF)** Unit 1: Understanding Roles, Responsibilities and Relationships in Education and Training Unit 2: Understanding and Using Inclusive Teaching and Learning Approaches in Education and Training Unit 5: Understanding Assessment in Education and Training ***Curriculum of The FREE Courses*** **Level 3 Diploma in Speech Therapy and SEN Teaching** Speech Therapy Module 01: An Overview of Speech Therapy Module 02: The Science of Speech Module 03: The Anatomy of Speech Module 04: Characteristic of Speech: Linguistic Discipline Module 05: Literacy and Language Development Module 06: Child Speech & Language Disorders Module 07: Adult Speech & Language Disorders SEN Teaching Assistant Module 01: Special Education Needs (SEN) An Overview Module 02: SEN Support Module 03: High Quality Teaching for Pupils with SEN Module 04: SEN Teaching Methodologies Module 05: Communication and Interaction Module 06: Cognition and Learning Module 07: Physical Development And Skills Module 08: Sensory or Physical Needs Module 09: Working in Partnership **Phonics Teaching Diploma Level 3** Module 01: Introduction to Phonics Education Module 02: Role of Early Phonics Teaching Module 03: Career as Phonics Teacher Module 04: Teaching Phonics Module 05: Jolly Phonics Module 06: Involving Parents and Carers Module 07: Speaking and Phonological Awareness Module 08: Systematic Assessment and Record-Keeping Module 09: Meeting Individual Needs Module 10: Cognitive Approaches in Dyslexia Module 11: Phonics for Deaf Children Module 12: Teaching Higher Level of Phonics Learning Outcomes What skills will I gain from this Level 3 Award in Education and Training (RQF) Qualification? Understand the underlying fundamentals of teaching and learning Make a practical approach to session planning Explore the various approaches to learning Determine the students' desires and long-term goals Implement strategies for assessing your students' potential You will become an expert in education and training You will gain knowledge in teacher expectations & attributions and much more Course Duration Total Qualification Time This is an estimate of the total length of time it is expected that a learner will typically take to achieve and demonstrate the level of attainment necessary for the award of the qualification i.e. to achieve all learning outcomes. Total Qualification Time is GLH and an estimate of the number of hours a learner is likely to spend in preparation, study, or any other learning including assessment, which takes place as directed by, but not under the supervision of a lecturer, supervisor, or tutor. The credit value, where given, for qualification, is determined by TQT, as one credit corresponds to 10 hours of learning. Total Qualification Time for this qualification is 120 hours. Guided Learning Hours These hours are made up of all contact time, guidance, or supervision of a learner by a lecturer, supervisor, tutor, trainer, or other appropriate provider of education or training. Guided Learning Hours for this qualification is 48. Assessment Unit 1: Understanding roles, responsibilities and relationships in education and training: You will be required to submit a written assignment demonstrating your knowledge of legal responsibilities, equality and diversity, individual learner needs, maintaining a safe and supportive learning environment, and your role as a teacher and your superiors. Unit 2: Understanding and using inclusive teaching and learning approaches in education You will be required to complete a written assignment demonstrating your knowledge and understanding of inclusive teaching and learning, as well as your understanding of your own role's strengths and limitations, how to motivate learners, ground rules, and teaching and learning resources. You must perform a micro-teach (15 minutes - 1 hour long) to a group of at least three people of your choosing. Unit 5 - Understanding assessment in education and training You will be required to complete a written assignment that reflects your knowledge of the purpose of assessment, different assessment types, how to conduct assessments, understanding learner involvement in assessment, reasons for constructive feedback, and effective assessment record keeping. Video Assessment You have to plan many things, such as observation, questioning/ professional discussion, and inspection of supporting work product evidence. Detailed assignment instructions will be made available to you in the 'Guidance for Achieving the Unit' section of your learning portal with a careful and clear explanation. You have to submit all your assignments via the online portal. Certification Successful candidates will be awarded a Level 3 Award in Education and Training (RQF) Qualification Certificate from Focus Awards Limited. Learners will also get CPD accredited Phonics Teaching Diploma and Speech Therapy & Special Education Needs (SEN) Training certificate from Apex Learning. Progression Level 4 Certificate in Education and Training Level 5 Diploma in Education and Training Level 3 Award in Understanding the Principles and Practices of Assessment Level 3 Award in Assessing Competence in the Work Environment Level 3 Award in Assessing Vocational Related Achievement Level 3 Certificate in Assessing Vocational Achievement Level 4 Award in Understanding the Internal Quality Assurance of Assessment Processes and Practice Level 4 Award in the Internal Quality Assurance of Assessment Processes and Practice Level 4 Certificate in Leading the Internal Quality Assurance of Assessment Processes and Practice Level 4 Award in Learning and Development Level 4 Diploma in Learning and Development Who is this course for? Those who have already worked in the teaching profession The aspiring professionals who want to add new skills to their CV Individuals who want to start their career as a teacher or teaching assistant Requirements Level 3 Award in Education & Training (RQF) qualification does not have any specific entry requirements for students. However, you must be at least 19 years old or above to register. Career path Level 3 Award in Education & Training (RQF) You will have the ability to accomplish a lot of things with this certificate. Here are just a few examples: Primary School Teacher Secondary School Teacher Private Tutor Freelance Teacher/ Trainer