Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights. Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00
Level 4 & 7 Endorsed Diploma | QLS Hard Copy Certificate Included | Plus 5 CPD Courses | Lifetime Access
The main subject areas of the course are: Legislation and guidance for asbestos practitioners. The properties of asbestos and health effects of exposure to asbestos fibres. The types of asbestos and its uses in buildings. The types of asbestos surveys. The asbestos register, risk assessment and management plan. Asbestos remediation. The role of asbestos analysts and laboratory procedures.
In the modern world, a Construction Cost Estimation (Estimator) Course plays a pivotal role in the construction industry. Understanding the intricacies of construction and estimation is crucial for professionals to thrive in this field. This course equips individuals with the necessary skills to accurately assess project costs, manage budgets, and ensure project feasibility. In our daily lives or professional careers, this knowledge enables us to make informed decisions regarding construction projects, whether it's renovating a home or managing large-scale developments. Learning these skills opens up abundant job opportunities, particularly in the UK, where demand for qualified estimators is high. Salaries for construction estimators in the UK typically range from £25,000 to £50,000 annually, depending on experience and qualifications. Moreover, the advantages of this course are substantial, as the construction sector continues to grow, with an estimated annual increase of 2-3%. Mastery of construction estimation ensures individuals remain indispensable in an industry where accurate cost assessment is paramount for success. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access Course Curriculum Module 01: Introduction to Construction Management Module 02: Cost Estimation Module 03: Role of Cost Estimator and New Aspects of Cost Estimation Module 04: Elements and Factors Influencing Cost Estimation Module 05: Cost Estimation in the Construction Industry Module 06: Cost Management Module 07: Management of Material for construction Learning Outcomes: Understand construction cost estimation principles for accurate project budgeting. Analyze factors influencing construction cost estimation to mitigate financial risks. Implement effective cost management strategies to enhance project profitability. Master material management techniques for efficient construction operations. Develop advanced skills in cost estimation to excel in project management roles. Apply industry best practices to optimize construction project budgets. CPD 10 CPD hours / points Accredited by CPD Quality Standards Construction Cost Estimation (Estimator) 1:14:02 1: Module 01: Introduction to Construction Management Preview 07:15 2: Module 02: Cost Estimation 16:07 3: Module 03: Role of Cost Estimator and New Aspects of Cost Estimation 05:05 4: Module 04: Elements and Factors Influencing Cost Estimation 07:51 5: Module 05: Cost Estimation in the Construction Industry 18:16 6: Module 06: Cost Management 09:04 7: Module 07: Management of Material for construction 08:24 8: CPD Certificate - Free 01:00 9: Leave A Review 01:00 Who is this course for? This Anatomy and Physiology course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Anatomy and Physiology. Moreover, this course is ideal for: Construction managers seeking advanced cost estimation skills. Project managers aiming to enhance budgeting expertise. Architects and engineers looking to understand construction cost dynamics. Construction professionals aspiring to improve project financial management. Individuals interested in pursuing careers in construction cost estimation. Requirements There are no requirements needed to enrol into this Anatomy and Physiology course. We welcome individuals from all backgrounds and levels of experience to enrol into this Anatomy and Physiology course. Career path After finishing this Anatomy and Physiology course you will have multiple job opportunities waiting for you. Some of the following Job sectors of Anatomy and Physiology are: Quantity Surveyor - £25K to 50K/year. Construction Estimator - £23K to 45K/year. Project Manager (Construction) - £30K to 60K/year. Cost Engineer - £28K to 55K/year. Construction Manager - £35K to 70K/year. Certificates CPD Certificate - Free Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.
In the modern world, a Construction Cost Estimation (Estimator) Course plays a pivotal role in the construction industry. Understanding the intricacies of construction and estimation is crucial for professionals to thrive in this field. This course equips individuals with the necessary skills to accurately assess project costs, manage budgets, and ensure project feasibility. In our daily lives or professional careers, this knowledge enables us to make informed decisions regarding construction projects, whether it's renovating a home or managing large-scale developments. Learning these skills opens up abundant job opportunities, particularly in the UK, where demand for qualified estimators is high. Salaries for construction estimators in the UK typically range from £25,000 to £50,000 annually, depending on experience and qualifications. Moreover, the advantages of this course are substantial, as the construction sector continues to grow, with an estimated annual increase of 2-3%. Mastery of construction estimation ensures individuals remain indispensable in an industry where accurate cost assessment is paramount for success. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access Course Curriculum Module 01: Introduction to Construction Management Module 02: Cost Estimation Module 03: Role of Cost Estimator and New Aspects of Cost Estimation Module 04: Elements and Factors Influencing Cost Estimation Module 05: Cost Estimation in the Construction Industry Module 06: Cost Management Module 07: Management of Material for construction Learning Outcomes: Understand construction cost estimation principles for accurate project budgeting. Analyze factors influencing construction cost estimation to mitigate financial risks. Implement effective cost management strategies to enhance project profitability. Master material management techniques for efficient construction operations. Develop advanced skills in cost estimation to excel in project management roles. Apply industry best practices to optimize construction project budgets. CPD 10 CPD hours / points Accredited by CPD Quality Standards Construction Cost Estimation (Estimator) 1:14:02 1: Module 01: Introduction to Construction Management Preview 07:15 2: Module 02: Cost Estimation 16:07 3: Module 03: Role of Cost Estimator and New Aspects of Cost Estimation 05:05 4: Module 04: Elements and Factors Influencing Cost Estimation 07:51 5: Module 05: Cost Estimation in the Construction Industry 18:16 6: Module 06: Cost Management 09:04 7: Module 07: Management of Material for construction 08:24 8: CPD Certificate - Free 01:00 9: Leave A Review 01:00 Who is this course for? This Anatomy and Physiology course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Anatomy and Physiology. Moreover, this course is ideal for: Construction managers seeking advanced cost estimation skills. Project managers aiming to enhance budgeting expertise. Architects and engineers looking to understand construction cost dynamics. Construction professionals aspiring to improve project financial management. Individuals interested in pursuing careers in construction cost estimation. Requirements There are no requirements needed to enrol into this Anatomy and Physiology course. We welcome individuals from all backgrounds and levels of experience to enrol into this Anatomy and Physiology course. Career path After finishing this Anatomy and Physiology course you will have multiple job opportunities waiting for you. Some of the following Job sectors of Anatomy and Physiology are: Quantity Surveyor - £25K to 50K/year. Construction Estimator - £23K to 45K/year. Project Manager (Construction) - £30K to 60K/year. Cost Engineer - £28K to 55K/year. Construction Manager - £35K to 70K/year. Certificates CPD Certificate - Free Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.
The beginners 1 day course offers a comprehensive introduction to the world of bowl turning and gives participants confidence and a solid foundation to pursue this fascinating craft. Learn about wood preparation, aspects of design, tool sharpening and tool techniques.
Level 3 QLS Endorsed Course | CPD & CiQ Accredited | Audio Visual Training | Free PDF Certificate | Lifetime Access
Are you ready to take the first steps in launching your community business? This workshop is tailored for start-ups looking to navigate the early stages with confidence. We’ll cover the essentials, including legal structures, tax considerations, and the pros and cons of different approaches. You’ll also gain insights into securing grant funding and get an introduction to business planning to set a strong foundation for your venture. Join us for this practical and informative session, designed to help you explore your options and make informed decisions as you begin your community business journey!
Course overview Gain the skills to manage project costs effectively with the Construction Cost Estimating and Cost Control course. In this course, you will discover the effective methods for cost estimating and controlling. This Construction Cost Estimating and Cost Control course explains the importance of cost estimation in construction in precise concepts. It will introduce you to the role of a cost estimator and discuss the new aspects of cost estimation. In addition, you will identify the principal elements and factors influencing cost estimating decisions. You will discover the significance of controlling costs and understand the material management process. By the end of the course, you will have a solid grasp of what makes a reasonable project cost estimate and have the skills to deliver projects under budget. Learning outcomes Deepen your understanding of Construction Management Have a solid grasp of cost estimation in project management Explore the new aspects of cost estimation Learn about the elements and factors influencing cost estimation Discover the cost controlling techniques Strengthen your knowledge of cost estimation in the construction Gain an excellent understanding of project cost management Determine the process of project material management Who is this course for This Construction Cost Estimating and Cost Control course is ideal for aspiring professionals who want to learn the processes included in project cost management. The skills developed in the learning process will provide tremendous career opportunities. Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over. Good understanding of English language, numeracy and ICT skills are required to take this course. Certification After you have successfully completed the course, you will obtain an Accredited Certificate of Achievement. And, you will also receive a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy for £39 or in PDF format at the cost of £24. The PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why Choose Us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos and materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; United Kingdom & internationally recognized accredited qualification; Access to course content on mobile, tablet and desktop from anywhere, anytime; Substantial career advancement opportunities; 24/7 student support via email. Career Path The valuable Construction Cost Estimating and Cost Control Course provides essential skills that will make you more effective in your role. It would be beneficial for any related profession in the industry, such as: Construction Manager Construction Cost Estimator Construction worker Property Developer Independent builder or decorator Construction Cost Estimating and Cost Control Module 1- Introduction to Construction Management 00:18:00 Module 2- Cost Estimation 00:36:00 Module 3- Role of Cost Estimator and New Aspects of Cost Estimation 00:12:00 Module 4 - Elements and Factors influencing Cost Estimation 00:18:00 Module 5 -Cost Estimation in Construction Industry 00:40:00 Module 6 - Cost Management 00:21:00 Module 7 - Management of Material for construction 00:22:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Conflict Resolution Skills (On-Demand) Many organizations have assumed that workplace conflict is always destructive. So, they have often believed that conflict is best dealt with by managers or even via policies and procedures. After all, conflict creates workplace stress and leads to many performance problems, generating very real organizational costs! However, savvy organizations have embraced the fact that when conflict is understood and harnessed, it can be leveraged to add value to teams and even enhance performance. With the right knowledge, skills, training, and practice, conflict can be productive and make organizations better! In this highly interactive course, learners will discover the connection between individual conflict response and team-empowering conflict resolution skills. Participants will explore conflict's visceral dynamics and the nuanced behaviors we individually engage in to communicate and respond to conflict. Learners will apply techniques for transforming unproductive conflict responses into productive ones. Additionally, learners will use a systematic method that prepares them to objectively dissect real-world conflict, while practicing many strategies for resolving it. They will also develop proactive conflict approach plans, which they can transfer back to their own workplaces. At the end of this program, you will be able to: Recognize the organizational costs of conflict Explain our physical and mental responses to conflict Communicate proactively and effectively with different types of people during conflict Replace unproductive conflict responses with productive ones Use the Conflict Resolution Diagram (CRD) process and conflict resolution approaches Relate team stages of development to shifts in conflict Develop a proactive conflict approach for your organization Create a conflict resolution plan for a real-world scenario Getting Started Introductions and social agreements Course goal and objectives Opening activities Conflict Facilitation Readiness Conflict responses and perceptions Conflict basics Conflict and organizations Dynamics of conflict Conflict Styles and Communication A look at the color energies model Conflict through the color energies and DiSC® lens Communication with opposite color energies Individual Response to Conflict The anatomy of conflict Recognizing unproductive conflict responses 4 steps to productive conflict Choosing productive conflict responses Team Performance and Conflict High-performing team relationships Conflict and project team performance Conflict Resolution Diagram (CRD) and process Conflict Facilitation - Preparation Recognizing context and stakeholder needs Using team conflict resolution approaches Preparing for Crucial Conversations® Conflict Facilitation - Clarity Exposing assumptions and biases Defining the conflict and using the CRD Conflict Facilitation - Action Proactive conflict management Conflict facilitation practice Summary and Next Steps Review Personal action plans