Buy Now Free
- Level Foundation
- المدة 2 ساعات hours
-
Offered by
عن
By the end of this project, you will be able to guide teams to come up with creative ideas and an action plan to support them by applying the Disney Creative Strategy to User Experience design. To do this, you will gain hands-on experience structuring a brainstorming session to attack a design challenge from three unique mindsets to arrive at the most viable and creative idea. You will do this work in the Miro online visual collaboration platform for teamwork. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.Auto Summary
This engaging beginner-level course on Coursera focuses on User Experience Design using the Disney Creative Strategy in Miro. Taught within a concise 120-minute timeframe, this free course guides learners to effectively lead teams in generating innovative ideas and actionable plans. Ideal for those in personal development, it promises to enhance your creative problem-solving skills in UX design. Perfect for aspiring UX designers and team leaders aiming to foster creativity.
Monthly Subscription Starting at AED 99 + VAT
- Level Professional
- المدة
-
Offered by
عن
In this lab you will build a test appliction that sends metrics and trace data to Prometheus and Zipkin backends via OpenTelemetry collector and agentAuto Summary
Discover the "OpenTelemetry" course on Coursera, focused on building a test application to send metrics and trace data using OpenTelemetry. Ideal for professionals in personal development, with flexible subscription options including Starter and Professional. Join now to enhance your skills!
Foundations of Teaching for Learning: Learners and Learning
The Foundations of Teaching for Learning programme is for anyone who is teaching, or who would like to teach, in any subject and any context - be it at school, at home or in the workplace. With dynamic lessons taught by established and respected professionals from across the Commonwealth, this eight course programme will see you develop and strengthen your skills in teaching, professionalism, assessment, and more. As you carry on through the programme, you will find yourself strengthening not only your skills, but your connection with colleagues across the globe.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- المدة 12 ساعات hours
- الطبع بواسطة Commonwealth Education Trust
-
Offered by
عن
The Foundations of Teaching for Learning programme is for anyone who is teaching, or who would like to teach, in any subject and any context - be it at school, at home or in the workplace. With dynamic lessons taught by established and respected professionals from across the Commonwealth, this eight course programme will see you develop and strengthen your skills in teaching, professionalism, assessment, and more. As you carry on through the programme, you will find yourself strengthening not only your skills, but your connection with colleagues across the globe. A professional development opportunity not to be missed. The teacher’s work becomes meaningful when it is informed by research and theories of learning, and their relationship to actual practice. This course provides an opportunity for you to identify and understand students’ expectations and prior learning. Enhance your course by joining the Commonwealth teaching community on our website, Facebook and Twitter.الوحدات
INTRODUCTION
-
1
Videos
-
2
Readings
1
Videos
- Introduction to Learners and Learning
2
Readings
- Syllabus
- Grading and Logistics
Lectures
-
4
Videos
-
1
Readings
4
Videos
- Lecture 1.1: Who are the learners?
- Lecture 1.2: Issues of identity
- Lecture 1.3: Boys and girls
- Lecture 1.4: The multicultural classroom
1
Readings
- Outline for Week One
Quiz
-
1
Assignment
1
Assignment
- Quiz 1
Lectures
-
4
Videos
-
1
Readings
4
Videos
- Lecture 2.1: Self confidence and self esteem
- Lecture 2.2: The concept of 'agency'
- Lecture 2.3: Differentiating learning and teaching
- Lecture 2.4: Rules and roles
1
Readings
- Outline for Week Two
Interview
-
1
Videos
1
Videos
- Interview 1: Looking at weeks one and two
Quiz
-
1
Assignment
1
Assignment
- Quiz 2
Peer Assessment
-
1
PeerReview
1
Peer Review
- Peer Assessment One
Lectures
-
4
Videos
-
1
Readings
4
Videos
- Lecture 3.1: Language in the classroom
- Lecture 3.2: Rewarding and celebrating achievement
- Lecture 3.3: Questioning in the classroom
- Lecture 3.4: Working in pairs, triads, and groups
1
Readings
- Outline for Week Three
Quiz
-
1
Assignment
1
Assignment
- Quiz 3
Lectures
-
4
Videos
-
1
Readings
4
Videos
- Lecture 4.1: Understanding peer groups
- Lecture 4.2: Smoking, alcohol, drugs and peer pressure
- Lecture 4.3: Bullying
- Lecture 4.4: Labeling
1
Readings
- Outline for Week Four
Interview
-
1
Videos
1
Videos
- Interview 2: Looking at weeks three and four
Quiz
-
1
Assignment
1
Assignment
- Quiz 4
Peer Assessment
-
1
PeerReview
1
Peer Review
- Peer Assessment Two
Lectures
-
4
Videos
-
1
Readings
4
Videos
- Lecture 5.1: Learning in the home
- Lecture 5.2: Homework
- Lecture 5.3: Transitions
- Lecture 5.4: The uses and value of indicators
1
Readings
- Outline for Week Five
Quiz
-
1
Assignment
1
Assignment
- Quiz 5
Lectures
-
4
Videos
-
1
Readings
4
Videos
- Lecture 6.1: PaiObanya
- Lecture 6.2: David Perkins
- Lecture 6.3: Lev Vygotsky
- Lecture 6.4: Abraham Maslow
1
Readings
- Outline for Week Six
Interview
-
1
Videos
1
Videos
- Interview 3: Looking at weeks five and six
Quiz
-
1
Assignment
1
Assignment
- Quiz 6
Auto Summary
"Foundations of Teaching for Learning: Learners and Learning" is ideal for aspiring and current educators across various contexts. This Coursera course, lasting 720 minutes, offers dynamic lessons by respected Commonwealth professionals, focusing on teaching methods, professionalism, and assessment. It's a unique opportunity to connect globally and enhance your practice. Subscription options include Starter and Professional levels. Perfect for those looking to deepen their understanding of students’ expectations and learning theories. Join the Commonwealth teaching community online for further enrichment.
Buy Now Free
- Level Professional
- المدة 2 ساعات hours
-
Offered by
عن
Think about decisions you make every day and the processes that you use. Have you ever seen them laid out in a chart format? Flowcharts can be used to develop a process or outline steps. Flowcharts are a great tool to use to plan your websites or apps and to figure out complicated processes. In this project, you will learn more about the steps to making a flowchart, and you will use Wondershare Mockitt to make a flowchart.Auto Summary
Unlock the power of visual planning with the "Make a Flowchart with Mockitt" course, designed to enhance your personal development skills. Guided by expert instructors from Coursera, this intermediate-level course delves into the practical applications and creation of flowcharts. Over a concise 120-minute duration, you'll explore how flowcharts can streamline decision-making processes, plan websites or apps, and simplify complex tasks. Using Wondershare Mockitt, a user-friendly design tool, you will gain hands-on experience in crafting detailed flowcharts. This course is perfect for individuals looking to improve their project planning and organizational skills. The best part? It's absolutely free to enroll. Whether you're a web developer, app designer, or process manager, this course will equip you with the essential skills to visually map out your ideas and workflows effectively.
Buy Now Free
- Level Foundation
- المدة 3 ساعات hours
-
Offered by
عن
In this one-hour, project-based course, you'll learn how to install and configure the new Input System. Unlike the old system, called Input Manager, Unity's new system will allow developers to create bindings that map actions to input devices - eliminating the need to manage which input device a player is using, nor which physical button a player is pressing. In this project, you'll learn how to create "control schemes" and "action maps" and use them in your C# scripts to create device-agnostic player movement. The guided project will introduce you to the following Unity concepts: - New Input System - Rigidbody - C# coding techniques such as event-handling This course makes use of the poly-castle Unity project created in Create Keyboard Movement Mechanics with C# in Unity. It compliments this guided project and, although not a prerequisite, is recommended for a more well-rounded understanding of the concepts presented herein. In this project, we will replace the project's existing input system with the new system. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.Auto Summary
Discover the essentials of Unity's new Input System in this engaging, one-hour course designed for beginners in personal development. Led by Coursera, this project-based learning experience focuses on the advanced features of Unity's Input System, contrasting it with the older Input Manager. Participants will gain hands-on experience in creating device-agnostic player movements through control schemes and action maps, using C# scripts for seamless integration. The course covers key Unity concepts, including the New Input System, Rigidbody, and C# event-handling techniques. It builds on the poly-castle Unity project from the "Create Keyboard Movement Mechanics with C# in Unity" course, which, while not mandatory, is highly recommended for a comprehensive grasp of the subject matter. Ideal for learners based in North America, this free, beginner-level course is an excellent opportunity to enhance your Unity development skills and streamline your input management processes for a more versatile gaming experience. Join now to elevate your game development capabilities with Unity's cutting-edge Input System.
Enhancing Communication with Remind
By the end of this project, you will have set up an account with Remind and be fully prepared to use Remind with your class. Remind allows you to simplify communication by reaching parents using the method that works best for them. By the end of this project, you will have an effective method for communicating with parents or other stakeholders that you can use right away. *You will need a free Remind account for this project.
Buy Now Free
- Level Foundation
- المدة 3 ساعات hours
- الطبع بواسطة Coursera
-
Offered by
عن
By the end of this project, you will have set up an account with Remind and be fully prepared to use Remind with your class. Remind allows you to simplify communication by reaching parents using the method that works best for them. By the end of this project, you will have an effective method for communicating with parents or other stakeholders that you can use right away. *You will need a free Remind account for this project.الوحدات
Enhancing Communication with Remind
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1
Readings
-
1
Plugin
-
1
Lab
-
1
Assignment
1
Assignment
- Graded Quiz: Test Your Project Understanding
1
Labs
- Enhancing Communication with Remind
1
Readings
- Project-based Course Overview
Auto Summary
Enhancing Communication with Remind is a beginner-level course offered by Coursera, ideal for anyone looking to improve their communication skills within a classroom setting. This personal development course guides you through the process of setting up and using a free Remind account to streamline communication with parents or other stakeholders. Over the span of 180 minutes, you will learn how to effectively utilize Remind to reach parents through their preferred communication methods. By the end of the course, you'll have a practical, ready-to-implement strategy for enhancing your communication efforts. This course is perfect for educators and anyone involved in school or community activities who wants to ensure clear and efficient communication. Plus, it's completely free to join!
Buy Now Free
- Level Foundation
- المدة 2 ساعات hours
-
Offered by
عن
In this one-hour, project-based course, we will recreate the first ever "Easter Egg" in game development history! Easter Eggs in video games are hidden features that can be revealed by pressing a combination of buttons, completing a task in a certain way or exploring remote or obscure areas of a game. They can be hidden messages from the programmers, hidden music tracks or art, even a complete hidden level. In this guided project, we will recreate the Easter egg secretly created by developer Warren Robinett in Atari’s 1980 game, Adventure! You'll learn how to set up a simple 2D environment similar to rooms from the original game; how to make the player move with the keyboard and enable the player to pick up and drop objects in the same way as Adventure!; and how to write a C# script that will reveal the Easter egg once all the requirements are met. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.Auto Summary
Dive into game development history with this engaging one-hour project-based course, perfect for beginners. Led by Coursera, you'll recreate the first-ever Easter Egg from the game Adventure using Unity. Explore hidden features in video games and learn how to implement them yourself. Enjoy free access to this unique learning experience and enhance your personal development skills.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- المدة 20 ساعات hours
- الطبع بواسطة HEC Paris
-
Offered by
عن
We are in constant relationship with many organizations. Our world is submitted to regular changes as organizations evolve, come and go. Understanding your memberships and attachments to organizations will help you act on your world. You'll learn how to evaluate the influence of organizations around you and how to transform your relationships to reach a stronger coherence. Do you feel sometime that the world around you is disorganized? Can you make sense of all the information at your reach and have an impact on this situation? Have you ever thought that this conundrum may be due to all the organizations that emerge, strive or wane, and disappear every day? Organizations are ubiquitous, from clubs and associations to firms and public agencies. Organizations confer meaning to all of us, and our attachment and membership to organizations have a profound effect on all areas of our lives. But in our increasingly turbulent world, these organizations run the risk of disappearing or losing their legitimacy, steering a sense of pointlessness and absurdity. This course develops an integrative approach to understanding organizations and their behaviors, termed ‘orgology’. It explains that organizations can act strategically to protect and renew the sense of membership and attachment of individuals. So doing, organizations that survive and thrive impose their logics of action onto society, thereby influencing what is legitimate or not. In turn, individuals, you, all of us, must reinterpret our multiple associations with organizations and contribute to reinforce or inhibit social evolutions. This new way of understanding organizations’ relationships with society results in reconsidering management and the role of individuals in building their future. There is no prerequisite to this course, you are all welcome ! Students and people interested in the fields of management, sociology, strategy, economics leadership etc… will benefit a lot from this course. For the session of this course starting on January 11th, Professor Rodolphe Durand will actively be participating and interacting with learners. He will be offering "office hours" sessions through google hangouts and answering learner questions from the forums. We hope this direct interaction will add to your learner experience! Please enroll today!الوحدات
Syllabus
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2
Readings
2
Readings
- Welcome to Module 1
- Syllabus
Lesson 1
-
2
Videos
-
1
Readings
-
1
Assignment
1
Assignment
- Personal Test - Video 1.1.2
2
Videos
- 1.1.1 Why Organizations Matter
- 1.1.2 Organizations and You
1
Readings
- Organizations are everywhere!
Lesson 2
-
5
Videos
-
1
Readings
5
Videos
- 1.2.1 From the Organization of Production to the Production of Organizations
- 1.2.2 The Creusot Steam Hammer Example
- 1.3.1 What Organizations Are
- 1.3.2 Sociology of the Social
- 1.3.3 Sociology of Association
1
Readings
- Living in a world centered around organizations
Lesson 3
-
2
Videos
-
1
Readings
2
Videos
- 1.4 Defining Organizations as Solution Providers
- 1.5 From Res-sources to the Construction of Meaning
1
Readings
- Powerful organizations
Quiz
-
1
Readings
-
1
Assignment
1
Assignment
- Graded Quiz 1
1
Readings
- To complete the course...
Readings
-
1
Readings
1
Readings
- Suggested Readings
Introduction to the sessions
-
1
Readings
1
Readings
- Welcome to Module 2
Lesson 1
-
2
Videos
-
1
Readings
2
Videos
- 2.1 Organizations versus Individuals
- 2.2 Where Organizations and Individuals Meet: the Public Space
1
Readings
- Individuals without organizations?
Lesson 2
-
2
Videos
-
1
Readings
2
Videos
- 2.3.1 The Public Space and the Logics of Action
- 2.3.2 A Typology of Logic of Actions
1
Readings
- Introducing the interface between individuals and organizations
Lesson 3
-
2
Videos
-
1
Readings
2
Videos
- 2.4 Logics of Actions and the Legitimacy of Organizations
- 2.5 A Source of Disorganization: Legitimacy Loss
1
Readings
- The implications of the logics of action
Interviews
-
2
Videos
-
2
Readings
2
Videos
- Bernard Ramananstoa, Former Dean of HEC Paris, answers Rodolphe's questions about Logics of Action
- Martin Hirsch, Director of the AP-HP Paris, answers Rodolphe's questions
2
Readings
- Bernard Ramanantsoa, Former Dean of HEC Paris - biography
- Martin Hirsh, director of the AP-HP, Assistance Publique des Hôpitaux de Paris - biography
Quiz
-
1
Assignment
1
Assignment
- Graded Quiz 2
Peer Assessment #1
-
1
PeerReview
1
Peer Review
- Describe a situation
Introduction to the sessions
-
1
Readings
1
Readings
- Welcome to module 3
Lesson 1
-
4
Videos
-
1
Readings
4
Videos
- 3.1 Logic of the Market, Performance Test
- 3.2 Competitive Advantage: a Definition
- 3.3 Competition: External Analysis
- 3.4 Competition: Internal Analysis
1
Readings
- Competition & competitive advantage: an integrative framework
Lesson 2
-
3
Videos
-
1
Readings
3
Videos
- 3.5 Competitive Advantage and Meaning
- 3.6 Limits of Performance
- 3.7 Meaning, Performance, and Competition
1
Readings
- Competitive advantage: discussions & implications
Practice Article Quizzes
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3
Readings
-
2
Assignment
2
Assignment
- Article Quiz: How Marijuana Legalization Became a Majority Movement
- Article Quiz: Sharing Economy: the Next Phase for the Sharing Economy
3
Readings
- About Article Quizzes
- Article: How marijuana legalization became a majority movement
- Article: Sharing economy : the next phase for the sharing economy
Graded Quizzes
-
1
Readings
-
2
Assignment
2
Assignment
- Graded Quiz 3
- Graded Article Quiz: Myanmar’s Mobile Phone Revolution
1
Readings
- Article: Myanmar’s mobile phone revolution
Introduction to the sessions
-
1
Readings
1
Readings
- Enriching your experience
Lesson 1
-
4
Videos
-
1
Readings
4
Videos
- 4.1 Disorganization and You
- 4.2 Time to Reorganize: Engage!
- 4.3 Time to Reorganize: Resist!
- 4.4 Time to Reorganize: Rearrange!
1
Readings
- Interacting with organizations
Lesson 2
-
3
Videos
-
1
Readings
3
Videos
- 4.5 Understanding Sources of Disorganization
- 4.6 Management and Organizations
- 4.7 Time to Reorganize
1
Readings
- Food for thoughts
Interviews
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2
Videos
-
2
Readings
2
Videos
- Emmanuel Faber, CEO of Danone
- Gérard Mestrallet, Chairman and CEO of GDF-SUEZ
2
Readings
- Emmanuel Faber, CEO of Danone - biography
- Gérard Mestrallet, Chairman and CEO of GDF SUEZ - biography
Practice Article Quizzes
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3
Readings
-
2
Assignment
2
Assignment
- Article Quiz: 3D Printing
- Article Quiz: Billionaires With Big Ideas Are Privatizing American Science
3
Readings
- About Article Quizzes
- Article: 3D Printing
- Article: Billionaires With Big Ideas Are Privatizing American Science
Graded quizzes
-
1
Readings
-
2
Assignment
2
Assignment
- Quiz 4
- Graded Article Quiz: Edward Snowden, Whistle-Blower
1
Readings
- Article: Edward Snowden, Whistle-Blower
Peer Assessment #2
-
1
PeerReview
1
Peer Review
- Find a way to reorganize when facing a situation
Final Practice Article Quizzes
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4
Readings
-
4
Assignment
4
Assignment
- Article Quiz: Will MOOCs Be Flukes?
- Article Quiz: Amazon Counts Cost as Christmas Veto Campaign Gathers
- Article Quiz: Is Uber the Worst Company in Silicon Valley?
- Article Quiz: Can Whole Foods Can Change the Way Poor People Eat?
4
Readings
- Article: Will MOOCs be Flukes?
- Article: Amazon counts cost as Christmas veto campaign gathers
- Article: Is Uber the worst company in Silicon Valley?
- Article: Can Whole Foods Can Change the Way Poor People Eat?
Final Exam
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1
Assignment
1
Assignment
- Final Exam (graded)
Auto Summary
Unlock the secrets of organizational dynamics with "Time to Reorganize!" Led by Professor Rodolphe Durand, this personal development course delves into 'orgology' to help you understand, evaluate, and transform your relationships with various organizations. Ideal for students and professionals in management, sociology, and related fields, this foundational course offers direct interaction with the instructor. Available on Coursera, the course spans 1200 minutes and comes with a Starter subscription. Enroll now to build a meaningful world through strategic organizational insight!
Advanced Learning Algorithms
In the second course of the Machine Learning Specialization, you will: • Build and train a neural network with TensorFlow to perform multi-class classification • Apply best practices for machine learning development so that your models generalize to data and tasks in the real world • Build and use decision trees and tree ensemble methods, including random forests and boosted trees The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- المدة
- الطبع بواسطة DeepLearning.AI
-
Offered by
عن
In the second course of the Machine Learning Specialization, you will: • Build and train a neural network with TensorFlow to perform multi-class classification • Apply best practices for machine learning development so that your models generalize to data and tasks in the real world • Build and use decision trees and tree ensemble methods, including random forests and boosted trees The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. In this beginner-friendly program, you will learn the fundamentals of machine learning and how to use these techniques to build real-world AI applications. This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field. This 3-course Specialization is an updated and expanded version of Andrew’s pioneering Machine Learning course, rated 4.9 out of 5 and taken by over 4.8 million learners since it launched in 2012. It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence and machine learning innovation (evaluating and tuning models, taking a data-centric approach to improving performance, and more.) By the end of this Specialization, you will have mastered key theoretical concepts and gained the practical know-how to quickly and powerfully apply machine learning to challenging real-world problems. If you’re looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start.الوحدات
Neural networks intuition
-
4
Videos
-
1
Readings
4
Videos
- Welcome!
- Neurons and the brain
- Demand Prediction
- Example: Recognizing Images
1
Readings
- [IMPORTANT] Have questions, issues or ideas? Join our Forum!
Practice quiz: Neural networks intuition
-
1
Assignment
1
Assignment
- Practice quiz: Neural networks intuition
Neural network model
-
3
Videos
-
1
Lab
1
Labs
- Neurons and Layers
3
Videos
- Neural network layer
- More complex neural networks
- Inference: making predictions (forward propagation)
Practice quiz: Neural network model
-
1
Assignment
1
Assignment
- Practice quiz: Neural network model
TensorFlow implementation
-
3
Videos
-
1
Lab
1
Labs
- Coffee Roasting in Tensorflow
3
Videos
- Inference in Code
- Data in TensorFlow
- Building a neural network
Practice quiz: TensorFlow implementation
-
1
Assignment
1
Assignment
- Practice quiz: TensorFlow implementation
Neural network implementation in Python
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2
Videos
-
1
Lab
1
Labs
- CoffeeRoastingNumPy
2
Videos
- Forward prop in a single layer
- General implementation of forward propagation
Practice quiz: Neural network implementation in Python
-
1
Assignment
1
Assignment
- Practice quiz: Neural network implementation in Python
Speculations on artificial general intelligence (AGI)
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1
Videos
1
Videos
- Is there a path to AGI?
Vectorization (optional)
-
4
Videos
4
Videos
- How neural networks are implemented efficiently
- Matrix multiplication
- Matrix multiplication rules
- Matrix multiplication code
Practice Lab: Neural networks
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1
Programming
- Practice Lab: Neural Networks for Binary Classification
Neural Network Training
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2
Videos
2
Videos
- TensorFlow implementation
- Training Details
Practice quiz: Neural Network Training
-
1
Assignment
1
Assignment
- Practice quiz: Neural Network Training
Activation Functions
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3
Videos
-
1
Lab
1
Labs
- ReLU activation
3
Videos
- Alternatives to the sigmoid activation
- Choosing activation functions
- Why do we need activation functions?
Practice quiz: Activation Functions
-
1
Assignment
1
Assignment
- Practice quiz: Activation Functions
Multiclass Classification
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5
Videos
-
2
Lab
2
Labs
- Softmax
- Multiclass
5
Videos
- Multiclass
- Softmax
- Neural Network with Softmax output
- Improved implementation of softmax
- Classification with multiple outputs (Optional)
Practice quiz: Multiclass Classification
-
1
Assignment
1
Assignment
- Practice quiz: Multiclass Classification
Additional Neural Network Concepts
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2
Videos
2
Videos
- Advanced Optimization
- Additional Layer Types
Practice quiz: Additional Neural Network Concepts
-
1
Assignment
1
Assignment
- Practice quiz: Additional Neural Network Concepts
Back Propagation (Optional)
-
3
Videos
-
2
Lab
2
Labs
- Optional Lab: Derivatives
- Optional Lab: Back propagation
3
Videos
- What is a derivative? (Optional)
- Computation graph (Optional)
- Larger neural network example (Optional)
Practice Lab: Neural network training
-
1
Programming
- Practice Lab: Neural Networks for Multiclass classification
Advice for applying machine learning
-
3
Videos
-
1
Lab
1
Labs
- Optional Lab: Model Evaluation and Selection
3
Videos
- Deciding what to try next
- Evaluating a model
- Model selection and training/cross validation/test sets
Practice quiz: Advice for applying machine learning
-
1
Assignment
1
Assignment
- Practice quiz: Advice for applying machine learning
Bias and variance
-
6
Videos
-
1
Lab
1
Labs
- Optional Lab: Diagnosing Bias and Variance
6
Videos
- Diagnosing bias and variance
- Regularization and bias/variance
- Establishing a baseline level of performance
- Learning curves
- Deciding what to try next revisited
- Bias/variance and neural networks
Practice quiz: Bias and variance
-
1
Assignment
1
Assignment
- Practice quiz: Bias and variance
Machine learning development process
-
6
Videos
6
Videos
- Iterative loop of ML development
- Error analysis
- Adding data
- Transfer learning: using data from a different task
- Full cycle of a machine learning project
- Fairness, bias, and ethics
Practice quiz: Machine learning development process
-
1
Assignment
1
Assignment
- Practice quiz: Machine learning development process
Skewed datasets (optional)
-
2
Videos
2
Videos
- Error metrics for skewed datasets
- Trading off precision and recall
Practice Lab: Advice for applying machine learning
-
1
Programming
- Practice Lab: Advice for Applying Machine Learning
Decision trees
-
2
Videos
2
Videos
- Decision tree model
- Learning Process
Practice quiz: Decision trees
-
1
Assignment
1
Assignment
- Practice quiz: Decision trees
Decision tree learning
-
6
Videos
-
1
Lab
1
Labs
- Optional Lab: Decision Trees
6
Videos
- Measuring purity
- Choosing a split: Information Gain
- Putting it together
- Using one-hot encoding of categorical features
- Continuous valued features
- Regression Trees (optional)
Practice quiz: Decision tree learning
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1
Assignment
1
Assignment
- Practice quiz: Decision tree learning
Tree ensembles
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5
Videos
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1
Lab
1
Labs
- Optional Lab: Tree Ensembles
5
Videos
- Using multiple decision trees
- Sampling with replacement
- Random forest algorithm
- XGBoost
- When to use decision trees
Practice quiz: Tree ensembles
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1
Assignment
1
Assignment
- Practice quiz: Tree ensembles
End of Access to Lab Notebooks
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1
Readings
1
Readings
- [IMPORTANT] Reminder about end of access to Lab Notebooks
Practice Lab: Decision Trees
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1
Programming
- Practice Lab: Decision Trees
Conversations with Andrew (Optional)
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1
Videos
1
Videos
- Andrew Ng and Chris Manning on Natural Language Processing
Acknowledgments
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1
Readings
1
Readings
- Acknowledgements
Auto Summary
Advance your personal development with "Advanced Learning Algorithms," a course by AI expert Andrew Ng. Focused on machine learning, this course covers neural networks, decision trees, and more using TensorFlow. This foundational course, part of a 3-course Machine Learning Specialization by DeepLearning.AI and Stanford Online, is perfect for beginners aiming to master AI applications. Available on Coursera with subscription options, it offers hands-on training to build a career in AI.
Gender, Family, and Social Change in Contemporary South Korea
This course examines the transformation of Korean society beginning around the turn of the 20th century to contemporary times. In particular, it explores how shifting categories of masculinity, and by contrast, femininity have impacted upon, and in turn been influenced by social, cultural, and political change.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- المدة 17 ساعات hours
- الطبع بواسطة Yonsei University
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Offered by
عن
This course examines the transformation of Korean society beginning around the turn of the 20th century to contemporary times. In particular, it explores how shifting categories of masculinity, and by contrast, femininity have impacted upon, and in turn been influenced by social, cultural, and political change. Using multiple disciplinary lenses, we will critically examine how gender intersects with political, social, and economic developments starting with the Confucianization of Korean society during the Joseon Dynasty (1392-1910) up to the contemporary moment of globalization and neoliberal reform. The class will draw on a variety of topics such as traditional views of women, religion, race, class, education, patriarchy, sexuality, imperialism, modernity, war, globalization, the diaspora, among others. Special attention will be placed on the historical, transnational and transdisciplinary connections.الوحدات
The Gendering of Modernity and Military Authoritarianism
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4
Videos
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1
Readings
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4
Discussion
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1
PeerReview
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4
Assignment
4
Assignment
- Who was Kim Sooim?
- What is a "V-line?"
- Who was Shin Saimdang
- Over A T-Shirt??
1
Peer Review
- KOREAN WOMEN UNDER CONFUCIANISM
4
Discussions
- WHO'S WHO?
- WOMEN IN CHOSON (JOSEON) KOREA
- POTATOES, LUCKY DAY, WINGS
- OBALTAN (AIMLESS BULLET)
4
Videos
- Introduction
- 1.1 Joseon Dynasty and Confucianism
- 1.2 Novels in Colonial Period and the Emergence of the New Woman
- 1.3 The Korean Civil War and Female Employment in Post War South Korea
1
Readings
- KOREAN WOMEN
The Un(making) of the Modern Family
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3
Videos
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1
Readings
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3
Discussion
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1
PeerReview
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1
Assignment
1
Assignment
- The (Un)making of the Modern Family Quiz
1
Peer Review
- The (un)making of the Korean families
3
Discussions
- What is the Role of Children in Korean Families?
- Why are young Koreans especially young Korean women unwilling to marry?
- Globalization of Korean families?
3
Videos
- 2.1 The Advent of Manager Mothers
- 2.2 Changed Family Structure and Singletons
- 2.3 Globalization of Korean Family
1
Readings
- The (Un)making of the Modern Family Readings
Female Beauty / Male Beauty & Body Aesthetics
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3
Videos
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4
Readings
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3
Discussion
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1
PeerReview
1
Peer Review
- How male K-Pop idols are redefining masculinity
3
Discussions
- 101 East - Plastic Surgery: The Cost of Beauty
- Korea's First Plus Size Model Response
- People & Power - South Korea: Suicide nation
3
Videos
- 3.1 Shifting Beauty Standards and Aesthetics from Joseon to Colonial Period
- 3.2 Plastic Surgery Body Lines and Trends in Contemporary Korean Society
- 3.3 Neoliberalism and Stratified Korean Society
4
Readings
- Chinese textbook helps boys find masculine side amid ‘gender crisis’ caused by effeminate men in Japanese, Korean culture
- Korea's First Plus-Size Model: Korea's Unrealistic Beauty Standard
- From Metrosexual to Spornosexual – Two Decades of Male Deliciousness
- Socioeconomic disparities intensifying: report
Sexuality in Korea
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3
Videos
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1
Readings
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3
Discussion
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1
PeerReview
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1
Assignment
1
Assignment
- Sexuality in Korea Quiz
1
Peer Review
- What is sexuality?
3
Discussions
- Is being called "sexy" a sign of women's liberation or sexual freedom?
- Are sex workers agents of their own rights, or are they victims of trafficking?
- Sexual minorities' struggles and achievements
3
Videos
- 4.1 Family and Sexuality in Korea
- 4.2 Commercialization of Sexuality
- 4.3 Sexual Minorities in Korea
1
Readings
- Sexuality in Korea Readings
Gender Equality: Current Debates and Future Direction
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4
Videos
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3
Readings
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1
Discussion
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2
PeerReview
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1
Assignment
1
Assignment
- Conclusion Lectures Quiz
2
Peer Review
- Bibliography
- Feminism in the contemporary Korea
1
Discussions
- Korea′s Policies for Gender Equality (Arirang TV)
4
Videos
- 5.1 Positive Changes in Korea
- 5.2 Feminism Movement in South Korea
- 5.3 Comfort Women
- 5.4 Conclusion
3
Readings
- THE GLOBAL GENDER GAP REPORT (2016)
- South Korea's golfing women: 'You're either a champion, or nothing'
- Feminist Movements in Korea & Comfort Women
Auto Summary
Discover the transformation of Korean society with the course "Gender, Family, and Social Change in Contemporary South Korea." Led by Coursera, this foundational course delves into shifting gender roles and their interplay with political, social, and economic developments from the Joseon Dynasty to modern globalization. Ideal for those interested in personal development, the course spans 1020 minutes and offers a starter subscription. Perfect for learners keen on understanding historical, transnational, and transdisciplinary connections in gender studies.