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Learn RabbitMQ: Asynchronous Messaging with Java and Spring

The Introduction to Political Science course offers a solid foundation for anyone keen to grasp the intricacies of political systems. By diving into the core concepts of political theory, governance, and the interplay of various political ideologies, students will be able to understand how societies are governed and how power is distributed. The course carefully dissects the structure and functioning of different political systems across the globe, giving learners insight into how these systems influence everyday life and global relations. With this knowledge, students will be better equipped to critically engage with current events and political discourse. Designed for those who wish to explore the subject of political science in a clear and structured manner, this course covers fundamental topics such as political philosophy, political institutions, policy-making, and the role of the state in modern society. Whether you are a student of political science or simply have an interest in the forces that shape our world, this course will provide the necessary tools to analyse and evaluate political structures and events with a more informed perspective. Through engaging lessons and accessible content, we aim to make political science approachable, stimulating, and enriching for all learners. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Module 1: Introduction to Political Science Module 2: Political Theories and Philosophies Module 3: Political Systems Module 4: International Relations Module 5: Political Economy Module 6: Public Policy Module 7: Current Topics in Political Science Learning Outcomes: Analyse political theories and philosophies for informed perspectives. Evaluate diverse political systems' structures and functions. Examine international relations, understanding global diplomatic intricacies. Interpret the intersection of economic principles and political structures. Appraise public policy, grasping its impact on societal dynamics. Engage critically with current political topics, fostering informed discourse. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certificate After completing this course, you will get a FREE Digital Certificate from Training Express. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Students of political science and related disciplines. Individuals interested in global affairs and diplomacy. Aspiring policymakers and analysts. Those seeking a comprehensive understanding of political systems. Professionals looking to deepen their political insights. Anyone intrigued by the interplay of politics and economics. Those aiming to engage in informed public policy discussions. Individuals with a passion for understanding current political dynamics. Career path Political Analyst Diplomat Public Policy Researcher International Relations Specialist Political Economist Government Policy Advisor Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Equality, Diversity: Equality, Diversity Course online Unlock the Power of Equality, Diversity with Our Online Equality, Diversity: Equality, Diversity Course! In a rapidly changing world, embracing Equality, Diversity: Equality, Diversity Course has become essential for individuals and organizations alike. To thrive in today's multicultural and inclusive society, it's crucial to understand the principles and practices of equality, diversity. That's where our comprehensive Equality, Diversity: Equality, Diversity Course comes in! Through this Equality, Diversity: Equality, Diversity Course gain a deep understanding of the core concepts and principles behind equality and diversity. This Equality, Diversity: Equality, Diversity Course delves into the legal frameworks that promote fairness, prevent discrimination, and ensure equal opportunities for all. The Equality, Diversity: Equality, Diversity Course courts will help you develop the skills to identify discrimination and address it effectively. You will discover strategies and techniques for fostering diversity within your personal and professional spheres. Our Equality, Diversity: Equality, Diversity Course will also help you learn how to become an agent of change and contribute to building a fairer and more equitable society. The Equality, Diversity: Equality, Diversity Course offers several instructional videos, informative graphics, directions, help, and other resources. Throughout the Equality, Diversity: Equality, Diversity Course, you will have access to online support. The Equality, Diversity: Equality, Diversity Course is easily offered online, allowing you to study at your own pace and from the convenience of your own home. The Equality, Diversity: Equality, Diversity Course modules are available from any device and place with an internet connection. By enrolling in our Equality, Diversity: Equality, Diversity Course , you will gain a comprehensive understanding of the principles, legislation, and practices surrounding equality, diversity. You will acquire the knowledge and skills necessary to promote inclusivity, challenge discrimination, and foster a more equitable world. Join us today and unlock the power of Equality, Diversity: Equality, Diversity Course. Enroll now in our online Equality, Diversity: Equality, Diversity Course and embark on a transformative journey toward a more inclusive future! Courses you will get: Course 01: Equality & Diversity Course 02: Adults Support Worker [ Note: Free PDF certificate as soon as completing the Equality, Diversity: Equality, Diversity Course] Equality, Diversity: Equality, Diversity Course online This Equality, Diversity: Equality, Diversity Course consists of 07 modules. Course Curriculum of Equality, Diversity: Equality, Diversity Module 01: What is Equality & Diversity? Module 02: Equality and Diversity Legislation Module 03: What do We Mean by Discrimination? Module 04: Promoting Diversity Module 05: Links between Values, Attitudes and Beliefs Module 06: Stereotypes and Prejudices Module 07: Institutional Discrimination and Individual Discrimination Assessment Method of Equality, Diversity: Equality, Diversity After completing Equality, Diversity: Equality, Diversity Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Equality, Diversity: Equality, Diversity After completing the Equality, Diversity: Equality, Diversity Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Equality, Diversity: Equality, Diversity Course online This Equality, Diversity: Equality, Diversity Course is ideal for anyone who wants to have a greater understanding of diversity issues in the workplace. Requirements Equality, Diversity: Equality, Diversity Course online To enrol in this Equality, Diversity: Equality, Diversity Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Equality, Diversity: Equality, Diversity Course. Be energetic and self-motivated to complete our Equality, Diversity: Equality, Diversity Course. Basic computer Skill is required to complete our Equality, Diversity: Equality, Diversity Course. If you want to enrol in our Equality, Diversity: Equality, Diversity Course, you must be at least 15 years old. Career path Equality, Diversity: Equality, Diversity Course online HR Professionals Business Owners

Equality, Diversity: Equality, Diversity Course online Unlock the Power of Equality, Diversity with Our Online Equality, Diversity: Equality, Diversity Course! In a rapidly changing world, embracing Equality, Diversity: Equality, Diversity Course has become essential for individuals and organizations alike. To thrive in today's multicultural and inclusive society, it's crucial to understand the principles and practices of equality, diversity. That's where our comprehensive Equality, Diversity: Equality, Diversity Course comes in! Through this Equality, Diversity: Equality, Diversity Course gain a deep understanding of the core concepts and principles behind equality and diversity. This Equality, Diversity: Equality, Diversity Course delves into the legal frameworks that promote fairness, prevent discrimination, and ensure equal opportunities for all. The Equality, Diversity: Equality, Diversity Course courts will help you develop the skills to identify discrimination and address it effectively. You will discover strategies and techniques for fostering diversity within your personal and professional spheres. Our Equality, Diversity: Equality, Diversity Course will also help you learn how to become an agent of change and contribute to building a fairer and more equitable society. The Equality, Diversity: Equality, Diversity Course offers several instructional videos, informative graphics, directions, help, and other resources. Throughout the Equality, Diversity: Equality, Diversity Course, you will have access to online support. The Equality, Diversity: Equality, Diversity Course is easily offered online, allowing you to study at your own pace and from the convenience of your own home. The Equality, Diversity: Equality, Diversity Course modules are available from any device and place with an internet connection. By enrolling in our Equality, Diversity: Equality, Diversity Course , you will gain a comprehensive understanding of the principles, legislation, and practices surrounding equality, diversity. You will acquire the knowledge and skills necessary to promote inclusivity, challenge discrimination, and foster a more equitable world. Join us today and unlock the power of Equality, Diversity: Equality, Diversity Course. Enroll now in our online Equality, Diversity: Equality, Diversity Course and embark on a transformative journey toward a more inclusive future! Courses you will get: Course 01: Equality & Diversity Course 02: Adults Support Worker Course 03: HR Management [ Note: Free PDF certificate as soon as completing the Equality, Diversity: Equality, Diversity Course] Equality, Diversity: Equality, Diversity Course online This Equality, Diversity: Equality, Diversity Course consists of 07 modules. Course Curriculum of Equality, Diversity: Equality, Diversity Module 01: What is Equality & Diversity? Module 02: Equality and Diversity Legislation Module 03: What do We Mean by Discrimination? Module 04: Promoting Diversity Module 05: Links between Values, Attitudes and Beliefs Module 06: Stereotypes and Prejudices Module 07: Institutional Discrimination and Individual Discrimination Assessment Method of Equality, Diversity: Equality, Diversity After completing Equality, Diversity: Equality, Diversity Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Equality, Diversity: Equality, Diversity After completing the Equality, Diversity: Equality, Diversity Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Equality, Diversity: Equality, Diversity Course online This Equality, Diversity: Equality, Diversity Course is ideal for anyone who wants to have a greater understanding of diversity issues in the workplace. Requirements Equality, Diversity: Equality, Diversity Course online To enrol in this Equality, Diversity: Equality, Diversity Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Equality, Diversity: Equality, Diversity Course. Be energetic and self-motivated to complete our Equality, Diversity: Equality, Diversity Course. Basic computer Skill is required to complete our Equality, Diversity: Equality, Diversity Course. If you want to enrol in our Equality, Diversity: Equality, Diversity Course, you must be at least 15 years old. Career path Equality, Diversity: Equality, Diversity Course online HR Professionals Business Owners

Level 5 QLS Endorsed Course | FREE 2 CPD Courses with PDF Certificates | CPD Certified | Lifetime Access | Tutor Support

The Equality & Diversity in the Workplace Level 3 course provides a deep dive into the principles and practices that ensure fairness and respect for everyone in a professional environment. This course is designed to help learners understand the importance of equality and diversity, offering insights into how these principles can be applied to create a balanced and productive workplace. With a focus on building an inclusive culture, the course tackles various aspects such as legal requirements, the value of diversity, and strategies for promoting equality within teams. By completing this course, you will be equipped to identify potential issues related to discrimination, tackle bias, and contribute to a positive, respectful work atmosphere. Learners will explore topics ranging from managing diverse teams to understanding the benefits of equality and inclusion for both individuals and organisations. Whether you're looking to improve your workplace environment or seeking career advancement, this course provides the essential knowledge to make informed, impactful decisions. It’s a flexible learning option, ideal for anyone who wishes to better understand and contribute to an equitable and respectful workplace. This course will enable you to: Understand the UK laws governing equality and diversity. Discover how to include human rights and inclusivity in the workplace policy. Understand how to do an equity study on a work environment or infrastructure. Learn about the origins and triggers of disruptive prejudice. Learn how to instal positive affirmations that promote equity for all. Key Features: Instant e-certificate Fully online, interactive course with audio voiceover Developed by qualified professionals in the field Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases *** Additional Gifts *** Free Life Coaching Course *** (Offer Ends Soon) *** Course Curriculum Module One: Understanding Diversity Understanding Diversity Module Two: Understanding Stereotypes Understanding Stereotypes Module Three: Breaking Down the Barriers Breaking Down the Barriers Module Four: Verbal Communication Skills Verbal Communication Skills Module Five: Non-Verbal Communication Skills Non-Verbal Communication Skills Module Six: Being Proactive Being Proactive Module Seven: Coping with Discrimination Coping with Discrimination Module Eight: Dealing with Diversity Complaints as a Person Dealing with Diversity Complaints as a Person Module Nine: Dealing with Diversity Complaints as a Manager Dealing with Diversity Complaints as a Manager Module Ten: Dealing with Diversity Complaints as an Organization Dealing with Diversity Complaints as an Organization Certification Once you've successfully completed your Equality & Diversity in Workplace Level 3 course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our certifications have no expiry dates, although we do recommend that you renew them every 12 months. Assessment At the end of the course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven't, there's no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is suitable for anyone who wants to improve their knowledge and skills in Equality and Diversity in the workplace, including managers, human resource professionals, employees, and anyone who wants to impact their workplace positively. Human resources executives Training officers Interns Law Students Teacher Requirements Learners do not require any prior qualifications to enrol on this course. Career path Following the career opportunities below, you can pursue them after successfully completing the course: Equalities officer (£22,000 to £45,000 per year) Education welfare officer (£19,000 to £30,000 per year) Heritage officer (£18,500 to £48,000 per year) Public relations officer (£18,000 to £50,000 per year) Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the hard copy certificates for Free! The delivery charge of the hard copy certificate inside the UK is £3.99 each.

Overview School is the place where young, brilliant minds develop and flourish! Take your career into the next level and work in a field with means to develop the future of the society by joining our comprehensive Focus Awards Level 3 Award in Supporting Teaching and Learning in Schools course. This Focus Awards Level 3 Award in Supporting Teaching and Learning in Schools is a professional course that has been developed in accordance with awarding body standards to help you advance your career prospects. It is an introductory level 3 award that will teach you about teaching and learning concepts specifically relevant to children and young people in primary, secondary, or special schools. This level 3 award in supporting teaching and learning in schools focuses on giving you the skills and knowledge you need to look after children and youth, keep them safe, and communicate effectively.Enrol today and start your learning journey! Benefits you will gain: Top-notch e-learning materials Modules availability 24/7 An easy-to-use online learning platform Flexible learning hours Level 3 Award in Supporting Teaching and Learning in Schools (Regulated qualification) Exquisite customer service Qualification Focus Awards Level 3 Award in Supporting Teaching and Learning in Schools.  Description Learners must achieve all 4 mandatory units to achieve a total credit of 12.From this course you will: Familiarise yourself with the concept of supporting teaching and learning schools Understand how to communicate with children and young people Know how to maintain professional relationships with children and adults Comprehend how schools as an organisation works Study the development process of child and adults Be able to safeguard the wellbeing of children and young people Qualification Purpose This comprehensive Focus Awards Level 3 Award in Supporting Teaching and Learning in Schools course is designed to help students master the knowledge and skills they'll need to function effectively in supporting teaching and learning in schools. Who is this course for The Focus Awards Level 3 Award in Supporting Teaching and Learning in Schools course is for individuals wanting to serve as a qualified professional in the educational sector. Individuals who wish to achieve a sought-after teaching and learning certificate will benefit from its excellent training. Entry Requirements There are no specific entry requirements for this qualification. This qualification is accredited for learners who are at least 16 years old. Focus Awards does not set any other entry requirements, but training providers or colleges may have their own guidelines. Progression Learners wishing to progress from this qualification can undertake the following qualifications: Level 3 Certificate in Supporting Teaching and Learning in Schools Level 3 Certificate in Cover Supervision of Pupils in Schools Level 3 Diploma in Specialist Support for Teaching and Learning in Schools Intermediate/Advanced Level Apprenticeship in Supporting Teaching and Learning in Schools Total Qualification Time Total Qualification Time is comprised of 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. Total Qualification Time for this qualification is 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 80. Method of Assessment: The Focus Awards Level 3 Award in Supporting Teaching and Learning in Schools (RQF) is internallyassessed and externally assured by Focus Awards.Each learner is required to create a portfolio of evidence that demonstrates the achievement of all thelearning outcomes and the assessment criteria associated with each unit.The main pieces of evidence for the portfolio could include: Assessor observation - completed observational checklists on related action plans Witness testimony Learner product Worksheets Assignments / projects / reports Record of oral and written questioning Learner and peer reports Recognition of prior learning (RPL) Evidence may be drawn from actual or simulated situations where appropriate and where permitted by the relevant Sector Skills Council or Sector Skills Body. Career path After receiving the Focus Awards Level 3 Award in Supporting Teaching and Learning in Schools certification, you would be eligible to function as a competent professional as: Senior Teaching Assistant Senior Learning Support Assistant Senior Special Educational Needs Assistant Course Curriculum 15 sections • 40 lectures • 00:00:00 total length •Induction Form: 00:00:00 •Registration Entry Form: 00:00:00 •1. The Principles of Developing Positive Relationships With Children, Young People and Adults: 00:00:00 •2. Communication with Children, Young People and Adults: 00:00:00 •3. Legislation, Policies and Procedures for Confidentiality and Sharing Information, Including Data Protection: 00:00:00 •Unit 01 Assignment: 00:00:00 •1. The Structure of Education from Early Years to Post-compulsory Education: 00:00:00 •2. How Schools are Organised in Terms of Roles and Responsibilities: 00:00:00 •3. Ethos, Mission, Aims and Values of a School: 00:00:00 •4. Laws and Codes of Practice Affecting Work in Schools: 00:00:00 •5. The Purpose of School Policies and Procedures: 00:00:00 •6. The Wider Context in Which Schools Operate: 00:00:00 •Unit 02 Assignment: 00:00:00 •1. Different Aspects of Development From Birth to Adulthood: 00:00:00 •2. Personal and External Factors That Affect Child Development: 00:00:00 •3. Theories of Development and Frameworks to Support Development: 00:00:00 •4. Monitoring and Assessing Children: 00:00:00 •5. Barriers to the Development of Children and Young People: 00:00:00 •6. Early Intervention: 00:00:00 •7. Possible Effects of Different Transitions on Children and Young People's Development: 00:00:00 •Unit 03 Assignment: 00:00:00 •1. Current Legislation and National Guidelines for Safeguarding: 00:00:00 •2. Safeguard Children and Young People: 00:00:00 •3. Inquiries and Serious Case Reviews and Sharing the Findings to Inform Practice: 00:00:00 •4. Data Protection, Information Handling and Sharing: 00:00:00 •5. A Person-Centred Culture: 00:00:00 •6. Partnership Working and Safeguarding: 00:00:00 •7. Roles and Responsibilities of Different Organisations: 00:00:00 •8. Policies and Procedures to Protect Children and Young People and Adults Who Work With Them: 00:00:00 •9. How to Report Concerns about Practice in the Work Setting: 00:00:00 •10. Child Abuse Indicators: 00:00:00 •11. Responding to Children and Young People's Disclosures of Abuse: 00:00:00 •12. Concept of bullying: 00:00:00 •13. Develop Self-esteem and Self-confidence: 00:00:00 •14. Resilience: 00:00:00 •15. Strategies to Help Children Protect Themselves: 00:00:00 •16. Empowerment: 00:00:00 •17. Importance of E-safety: 00:00:00 •Unit 04 Assignment: 00:00:00 •Submit Your Assignments: 00:00:00

Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python 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 Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python 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 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

Overview This comprehensive course on Learn Ethical Hacking From A-Z: Beginner To Expert will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Learn Ethical Hacking From A-Z: Beginner To Expert 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 Learn Ethical Hacking From A-Z: Beginner To Expert. It is available to all students, of all academic backgrounds. Requirements Our Learn Ethical Hacking From A-Z: Beginner To Expert 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 17 sections • 105 lectures • 11:51:00 total length •Course Overview: 00:08:00 •About Your Instructors: 00:03:00 •Section Overview: 00:03:00 •Current Cybersecurity Market: 00:09:00 •The 3 Types of Hackers: 00:05:00 •The 4 Elements of Security: 00:04:00 •Ethical Hacker Terminology: 00:04:00 •Common Methods of Hacking: 00:08:00 •Cybersecurity & Ethical Hacking Overview: 00:03:00 •Ethical Hacking vs Penetration Testing: 00:06:00 •Job Opportunities in Cybersecurity: 00:01:00 •Who is This Course is For?: 00:01:00 •Networking Section Overview: 00:12:00 •How Data Travels Across The Internet: 00:02:00 •Understanding Ports and Protocols: 00:08:00 •Understanding IP Addresses: Public & Private: 00:02:00 •What Are Subnets?: 00:03:00 •The Average Network vs Remote Based: 00:06:00 •Hacking Lab Section Overview: 00:09:00 •Understanding Virtual Machines: 00:03:00 •Setup Your Kali Linux Machine: 00:10:00 •VN Setup & Testing Vulnerable Systems: 00:23:00 •Linux+Python+Bash+Powershell Section Overview: 00:06:00 •Linux Basics: 00:11:00 •Working With Directories & Moving Files: 00:03:00 •Installing & Updating Application Files: 00:02:00 •Linux Text Editors: 00:04:00 •Searching For Files: 00:02:00 •Bash Scripting Basics: 00:09:00 •Python Basics: 00:11:00 •Remaining Anonymous Section Overview: 00:06:00 •TOR Browser Overview: 00:06:00 •Anonsurf Overview: 00:03:00 •Changing Mac Addresses: 00:03:00 •Using a Virtual Private Network/Server (VPN, VPS): 00:04:00 •WiFi Hacking Section Overview: 00:06:00 •WiFi Hacking System Setup: 00:09:00 •WEP Hacking Attack #1: 00:09:00 •WEP Hacking Attack #2: 00:04:00 •WPA/WPA2 Hacking: 00:10:00 •Reconnaissance Section Overview: 00:04:00 •Passive Recon vs Active Recon: 00:01:00 •Recon-ng Overview: 00:15:00 •Whois Enumeration: 00:02:00 •DNS Enumeration Overview: 00:02:00 •Netcraft.com DNS Information: 00:03:00 •Google Hacking: 00:05:00 •Shodan.io Overview: 00:02:00 •Securityheaders.com (Analyze HTTPS Headers of website): 00:02:00 •Ssllabs.com/ssltest (Look for SSL issues on website): 00:02:00 •Pastebin.com (Sensitive Information): 00:01:00 •NMAP Port Scanning (Discover open ports, OS, Services, Vulnerabilities, etc.): 00:15:00 •Netcat Overview + SMB/NFSEnumeration: 00:14:00 •Nikto & Sparta Web Application Scanner: 00:06:00 •SMPT Enumeration + Nessus/Openvas Scanners: 00:05:00 •Launching Attacks Overview: 00:10:00 •Analyzing Information Gathered: 00:04:00 •Taking Advantage of Telenet: 00:06:00 •Searching & Understanding Exploits: 00:06:00 •Copy Exploits From Searchsploit: 00:03:00 •Understanding Exploits: 00:04:00 •Launching Exploits: 00:24:00 •Brute Force Attacks: 00:07:00 •How To Crack Passwords: 00:04:00 •ARP Spoofing Overview: 00:21:00 •Introduction To Cryptography: 00:14:00 •Post Exploitation Section Overview: 00:03:00 •Privilege Escalation: 00:29:00 •Transferring Files in/out of Victim, Creating Custom Malware + Evading Antivirus: 00:27:00 •Installing a Keylogger: 00:03:00 •Installing a Backdoor: 00:07:00 •Website & Web Application Hacking Overview: 00:06:00 •Web Application Scanning: 00:08:00 •Directory Buster Hacking Tool: 00:03:00 •Nikto Web App Hacking Tool: 00:03:00 •SQLmap and SQL Ninja Overview: 00:01:00 •How To Execute Brute Force Attacks: 00:13:00 •Using Command Injection: 00:03:00 •Malicious File Upload: 00:10:00 •Local & Remote File Inclusion: 00:10:00 •SQL Injection Overview: 00:19:00 •Using Cross Site Request Forgery: 00:11:00 •Cross Site Scripting Overview: 00:12:00 •Mobile Phone Hacking Section Overview: 00:11:00 •Mobile Attack Vectors: 00:02:00 •Mobile Hacking Using URLs: 00:02:00 •Jail Breaking and Rooting Considerations: 00:01:00 •Privacy Issues (Geo Location): 00:01:00 •Mobile Phone Data Security: 00:02:00 •Getting Your Name Out There Section Overview: 00:02:00 •Building A Brand: 00:09:00 •Personal Branding: 00:13:00 •Setup Your Website and Blog: 00:11:00 •Writing a Book: 00:10:00 •Starting a Podcast: 00:08:00 •Networking Overview: 00:06:00 •Making Money Section Overview: 00:02:00 •Bug Bounty Programs: 00:04:00 •How To Start Freelancing: 00:11:00 •How To Start Client Consulting: 00:09:00 •Potential Salary & Cybersecurity Roadmap: 00:10:00 •Books Recommendations: 00:03:00 •Places to Practice Hacking for Free: 00:03:00 •Resources - Learn Ethical Hacking From A-Z: Beginner To Expert: 00:00:00 •Assignment - Learn Ethical Hacking From A-Z: Beginner To Expert: 00:00:00

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