Fundamentals Of Reinforcement Learning (2024)
Fundamentals Of Reinforcement Learning (2024)
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Last updated 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 4.01 GB | Duration: 10h 39m
A systematic tour of foundational RL, from k-armed bandits to planning via Markov Decision Processes and TD learning
What you'll learn
Master core reinforcement learning concepts from k-armed bandits to advanced planning algorithms.
Implement key RL algorithms including Monte Carlo, SARSA, and Q-learning in Python from scratch.
Apply RL techniques to solve classic problems like Frozen Lake, Jack's Car Rental, Blackjack, and Cliff Walking.
Develop a deep understanding of the mathematical foundations underlying modern RL approaches.
Requirements
Students should be comfortable with Python programming, including NumPy and Pandas.
Basic understanding of probability concepts is beneficial (probability distributions, random variables, conditional and joint probabilities)
While familiarity with other machine learning methods is helpful, it's not required. We'll build the necessary reinforcement learning concepts from the ground up.
Section assignments are in pure python (rather than Jupyter Notebooks), and often span edits to multiple modules, so students should be setup with an editor (e.g. VS Code or PyCharm)
Description
Reinforcement learning is one of the most exciting branches of modern artificial intelligence.It came to the public consciousness largely because of a brilliant early breakthrough of DeepMind: in 2016, they utilised reinforcement learning to smash a benchmark thought to be decades away in artificial intelligence - they beat the world's greatest human grandmaster in the Chinese game of Go.This was so exceptional because the game tree for Go is so large - the number of possible moves is 1 with 200 zeros after it (or a "gargoogol"!). Compare this with chess, which has only 10^50 nodes in its tree.Chess was solved in 1997, when IBM's Deep Blue beat the world's best Gary Kasparov. Deep Blue was the ultimate example of the previous generation of AI - Good Old-fashioned AI or "GOFAI". A team of human grandmasters hard-coded opening strategies, piece and board valuations and end-game databases into a powerful computer which then crunched the numbers in a relatively brute-force way.DeepMind's approach was very different. Instead of humans hard-coding heuristics for how to play a good game of Go, they applied reinforcement learning so that their algorithms could - by playing themselves, and winning or losing millions of times - work out good strategies for themselves.The result was a game playing algorithm unbounded by the limitations of human knowledge. Go grandmasters to this day are studying its unique and creative moves in its series against Lee Sedol.Since then, DeepMind have shown how reinforcement learning can be practically applied to real life problems. A reinforcement learning agent controlling the cooling system for a Google data centre found strategies no human control engineer had thought of, such as to exploit winter temperatures to save heater use. Another of their agents applied to an experimental fusion reactor similarly found superhuman strategies for controlling the highly complex plasma in the reactor.So, reinforcement learning promises to help solve some of the grand problems of science and engineering, but it has a whole load of more immediately commercial applications too - from the A/B testing of products and website design, to the implementation of recommender systems to learn how to match up a company's customers with its products, to algorithmic trading, where the objective is to buy or sell stocks to maximise a profit.This course will explain the fundamentals of this most exciting branch of AI. You will get to grips with both the theory underpinning the algorithms, and get hands-on practise implementing them yourself in python.By the end of this course, you will have a fundamental grasp these algorithms. We'll focus on "tabular" methods using simple NumPy arrays rather than neural networks, as one often gets the greatest understanding of problems by paring them down to their simplest form and working through each step of an algorithm with pencil and paper.There is ample opportunity for that in this course, and each section is capped with a coding assignment where you will build the algorithms yourselfFrom there, the world is your oyster! Go solve driverless cars, make bajillions in a hedge fund, or save humanity by solving fusion power!
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 Course overview
Section 2: K-armed bandits
Lecture 3 Introduction to k-armed bandits
Lecture 4 Setting the scene
Lecture 5 Initial concepts
Lecture 6 Action value methods // Greedy
Lecture 7 Action value methods // Epsilon-greedy
Lecture 8 Action value methods // Efficient implementation
Lecture 9 Non-stationary bandits
Lecture 10 Optimistic initial values
Lecture 11 Getting started with your first assignement: the 10-armed testbed
Section 3: Markov Decision Processes (MDPs)
Lecture 12 Introduction to MDPs
Lecture 13 From bandits to MDPs // setting the scene
Lecture 14 From bandits to MDPs // Frozen Lake walk-through
Lecture 15 From bandits to MDPs // Real world examples
Lecture 16 Goals, rewards, returns and episodes
Lecture 17 Policies and value functions
Lecture 18 Bellman equations // Expectation equation for v(s)
Lecture 19 Bellman equations // Expectation equation for q(s, a)
Lecture 20 Bellman equations // Optimality equations
Lecture 21 Walk-through // Bellman expectation equation
Lecture 22 Walk-through // Bellman optimality equation
Lecture 23 Walk-through // Matrix inversion
Lecture 24 MDP section summary
Section 4: Dynamic Programming (DP)
Lecture 25 Introduction to Dynamic Programming
Lecture 26 Policy evaluation // introduction
Lecture 27 Policy evaluation // walk-through
Lecture 28 Policy improvement // introduction and proof
Lecture 29 Policy improvement // walk-through
Lecture 30 Policy iteration
Lecture 31 Value iteration // introduction
Lecture 32 Value iteration // walkthrough
Section 5: Monte Carlo methods
Lecture 33 Introduction to Monte Carlo methods
Lecture 34 Setting the scene
Lecture 35 Monte Carlo example // area of a pentagram
Lecture 36 Prediction
Lecture 37 Control - exploring starts
Lecture 38 Control - on-policy
Lecture 39 Control - off-policy // new concepts
Lecture 40 Control - off-policy // implementation
Lecture 41 Environment introduction // Blackjack
Section 6: Temporal Difference (TD) methods
Lecture 42 Introduction to TD methods
Lecture 43 Setting the scene
Lecture 44 Sarsa
Lecture 45 Q-learning
Lecture 46 Expected sarsa
Section 7: Planning methods
Lecture 47 Introduction to planning methods
Lecture 48 Filling the unforgiving minute
Lecture 49 Dyna-Q // introduction
Lecture 50 Dyna-Q // walk-through
Lecture 51 Planning with non-stationary environments: Dyna-Q+
Section 8: Congratulations and feedback
Lecture 52 Congratulations!
This course is ideal for AI enthusiasts, computer science students, and software engineers keen to dive into reinforcement learning. Perfect for those with some programming experience who want to understand and implement cutting-edge AI algorithms from the ground up.
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Healthy Desserts Sugar Free And Low Fat
Healthy Desserts Sugar Free And Low Fat
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Published 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.38 GB | Duration: 0h 32m
Healthy bakery, bakery, Healthy dessert, low fat, low sweet, sugar free
What you'll learn
You can make healthy bakery
You can make more money from it example sell bakery online
Learn how to make mango pudding
Learn how to make banana cake
Learn how to make chocolate oat cookies
Learn how to make matcha oat cookies
Learn how to make banana waffle
Learn how to make chocolate yogurt with orange
Requirements
Bring your passion for cooking!
You should have a blender, hand mixer, and oven
Description
Easy & Healthy DessertsDo you want to eat delicious desserts but want to keep healthy? In this course, you will learn how to make a variety of easy, nutritious desserts that satisfy your sweet tooth without the guilt. From banana cakes to waffles and decadent cookies, I cover simple recipes that use fewer ingredients, ensuring they are both wholesome and quick to prepare.Learn how to make :Banana layer cake Banana Cake Mango PuddingChocolate Oat CookiesMatcha Oat CookiesChocolate Yogurt with OrangeBanana WafflesThese recipes are perfect for anyone who loves desserts but wants to make healthier choices. No need for complicated equipment or fancy ingredients or complicated techniques Just a few simple ingredients and a love for bakingBy the end of the course, you will be able to create delicious, nutritious desserts that are sure to impress your family and You can whip up these treats right in your kitchen every day. Whether you're a beginner or advance, these step-by-step instructions will make it easy for you to create these delicious, guilt-free desserts. By the end of this course, you'll have a collection of go-to recipes for yourself and your family, offering both indulgence and nutrition in every bite!You will be able to create delicious, nutritious desserts that are sure to impress your family and friends, all while staying on track with your health goals!
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: banana layer cake
Lecture 2 banana layer cake
Section 3: banana cake
Lecture 3 banana cake
Section 4: mango pudding
Lecture 4 mango pudding
Section 5: chocolate oat cookies
Lecture 5 chocolate oat cookies
Section 6: matcha oat cookies
Lecture 6 matcha oat cookies
Section 7: chocolate oat cookies (recipe2)
Lecture 7 chocolate oat cookies (recipe2)
Section 8: banana cookies
Lecture 8 banana cookies
Section 9: banana waffle
Lecture 9 banana waffle
Section 10: chocolate yogurt with orange
Lecture 10 chocolate yogurt with orange
This course is for everyone who loves bakery and wants to eat delicious and healthy desserts without gaining weight.,Easy recipe, less ingredient, and you can make it by yourself for everyday
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How To Paint A Bison In Yellowstone With James Corwin
How To Paint A Bison In Yellowstone With James Corwin
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Published 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1018.03 MB | Duration: 1h 3m
Learn How to Paint a Bison in Yellowstone with this Step-by-Step Tutorial Art Class
What you'll learn
Learn how to paint a bison in Yellowstone from start to finish.
You will learn how to draw using simple lines and shapes.
Learn to mix colors using the primary colors and different shades and hues to build value and form.
Learn painting techniques to build layers that create visual texture and realism in your subject.
Requirements
This painting art class is great for all skill levels. Many of my students have never painted before and they do great!
Description
Hi, I am wildlife artist James Corwin. Welcome to this painting class. I will take you step by step through the completion of this bison in Yellowstone painting. We will start with simple lines and shapes and then moving into easy color mixing and layering. I will demonstrate each step on the canvas and then give you time to complete each step before moving on to the next.This course is great for all skill levels, even if you have never painted before! This class takes about 2 hours to complete. I will tell you when to pause the video after each step to make it easy to follow along.Here are the supplies you will need for this tutorial video.11x14 canvasAcrylic Paint in these colors (Titanium White, Ultramarine Blue, Cadmium Red, Cadmium Yellow, Raw Umber, and Ivory Black).3 Brushes (Large flat, medium flat and small pointed tip brush).A cup of water for rinsing the brushes.A white paper plate for a palette.A paper towel for cleaning.Ask any questions or let me know if there are areas you are struggling with, I am happy to help. Also, share your paintings with me, I would love to see!
Overview
Section 1: Step-by-Step Bison in Yellowstone Painting Art Class Introduction
Lecture 1 Introduction
Section 2: Step-by-Step Bison in Yellowstone Painting Art Class - Step 1
Lecture 2 Step 1 - Placing the grid
Section 3: Bison in Yellowstone Tutorial Step 2
Lecture 3 Step 2 - Begin Drawing
Section 4: Step 3 - Drawing the Bison
Lecture 4 Bison in Yellowstone Painting Art Class Tutorial Step 3
Section 5: Step 4 - Bison Drawing Continued
Lecture 5 Bison in Yellowstone Tutorial Step 4
Section 6: Step 5 - Adding more to the Bison Drawing
Lecture 6 Bison in Yellowstone Tutorial Step 5
Section 7: Step 6 - Finish the drawing of your Bison.
Lecture 7 Bison in Yellowstone Tutorial Step 6
Section 8: Step 7 - Drawing in the Background
Lecture 8 Bison in Yellowstone Tutorial Step 7
Section 9: Step 8 - Putting in the First Layer of Color
Lecture 9 Bison in Yellowstone Tutorial Step 8
Section 10: Step 9 - Continuing to Color in the Bison
Lecture 10 Bison in Yellowstone Tutorial Step 9
Section 11: Step 10 - Adding in Color to Sides of the Body
Lecture 11 Bison in Yellowstone Tutorial Step 10
Section 12: Step 11 - Adding Color to the Horns
Lecture 12 Bison in Yellowstone Tutorial Step 11
Section 13: Step 12 - Painting in the Sky
Lecture 13 Bison in Yellowstone Tutorial Step 12
Section 14: Step 13 - Painting Trees
Lecture 14 Bison in Yellowstone Tutorial Step 13
Section 15: Step 14 - Painting Rocks and Snow
Lecture 15 Bison in Yellowstone Tutorial Step 14
Section 16: Step 15 - New Layers of Paint
Lecture 16 Bison in Yellowstone Tutorial Step 15
Section 17: Step 16 - Painting Details into the Nose, Horns and Eyes.
Lecture 17 Bison in Yellowstone Tutorial Step 16
Section 18: Step 17 - Finishing Details in the Face
Lecture 18 Bison in Yellowstone Tutorial Step 17
Section 19: Step 18 - Highlights on the Back
Lecture 19 Bison in Yellowstone Tutorial Step 18
Section 20: Step 19 - Adding Detailed Fur to the Side of the Body
Lecture 20 Bison in Yellowstone Tutorial Step 19
Section 21: Step 20 - Adding All the Furry Details to the Face and Legs
Lecture 21 Bison in Yellowstone Tutorial Step 20
Section 22: Step 21 - Adding the Breath and Steam from the Nose
Lecture 22 Bison in Yellowstone Tutorial Step 21
Section 23: Step 22 - Adding Snow Details to the Bison
Lecture 23 Bison in Yellowstone Tutorial Step 22
Section 24: Step 23 - Painting in the Geyser and Finishing Layers in the Background
Lecture 24 Bison in Yellowstone Tutorial Step 23
Section 25: Step by Step Bison in Yellowstone Painting Art Class Outro
Lecture 25 Bison in Yellowstone Tutorial Outro
This class is for both skilled and beginning painters. You will find the instructions easy to follow but also informative for learning techniques, drawing methods and color mixing.
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International political institutions + AI chatbot assistant
International political institutions + AI chatbot assistant
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Published 10/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 58m | Size: 2.58 GB
Explore the foundations of law, legal systems, constitutional principles, and the role of courts in society
What you'll learn
Defines law as a system of rules, explores types like criminal and civil law, and discusses the vital role of legal systems in maintaining governance & society
Explains the origins of law with early codes like Hammurabi, traces common law from England, and discusses how Roman law influences modern legal systems today
Outlines constitutional law, explains judicial review's role in governance, and introduces key constitutional cases that have shaped modern U.S. legal systems.
Discusses the origins of English common law, the role of judges and precedent, and how common law has shaped the legal systems of various countries around world
Introduces Roman law's development, explores Napoleon's Code, and discusses how Roman legal principles continue to influence modern legal systems across world
Explains federal vs. state courts, details U.S. federal court structure & provides an overview of how state courts function within the broader judicial system
Describes how federal and state judges are appointed or elected, and explores the differences between judicial activism and restraint in shaping court rulings
Outlines the structure and role of the U.S. Supreme Court, highlights significant cases in history, & explains the importance of legal precedent shaping future
Explains civil rights protections in the Constitution, discusses the Brown v. Board ruling, & examines how modern civil rights cases continue to impact U.S. law
Defines bureaucracy, explains Weber's characteristics for bureaucratic systems, and addresses criticisms like inefficiency within government bureaucracies
Explores the U.S. federal bureaucracy, compares bureaucratic systems in different countries, and discusses the importance of bureaucracy in democratic systems w
Explains how bureaucracies shape public policy through regulations, their advisory roles to officials, and the function of administrative courts in managing .
Discusses the role of bureaucracy in communist regimes, post-communist legal reforms, and explores the failures and lessons learned from the collapse of Soviet
Explains courts' role in interpreting laws, the significance of judicial independence in democracies, and key rulings that have had lasting impacts on society
Explains due process rights for criminal defendants, the exclusionary rule in criminal justice, and explores how courts have shaped significant criminal justice
Discusses how checks and balances limit judicial power, the influence of public opinion on courts, and how Congress can override or limit the impact of court
Explores international courts like the ICJ and ICC, their role in protecting human rights, and the challenges faced in enforcing international law
Discusses how the Supreme Court influences U.S. politics, examines landmark civil rights cases, and explores controversial rulings that sparked political debate
Explains the process for amending the U.S. Constitution, how amendments impact court rulings & highlights key amendments that have significantly changed US law
Explores how judges' personal backgrounds, political affiliations, and judicial philosophies, such as activism vs. restraint, influence their rulings
Discusses the origins of judicial review in Marbury v. Madison, its impact on U.S. law and governance and highlights important cases where judicial review apply
Explores future legal challenges such as technology and globalization, discusses the adaptability of legal systems, and examines courts' evolving role
Requirements
No prior legal or judicial knowledge is required. This course is designed for beginners, and you'll learn everything you need to know about legal systems from the ground up.
Description
This course provides a comprehensive overview of legal systems, essential legal principles, and the role of courts in society. Designed for beginners and those seeking to deepen their understanding of law, the course explores the fundamental concepts of law, including its definition, types, and the critical functions of legal systems. You will learn about the various categories of law, such as criminal, civil, constitutional, and administrative law, and how they interact within society.We will delve into the historical foundations of law, examining ancient legal codes like the Code of Hammurabi and the evolution of common law in England. The course will also cover the significance of constitutional law and the power of judicial review, highlighting landmark cases that have shaped legal precedents and civil rights.Through in-depth discussions, learners will gain insights into the structure and roles of different courts, including the U.S. Supreme Court, and the impact of judges on legal interpretations. Additionally, we will explore the relationship between law and bureaucracy, the challenges faced in communist legal systems, and the judiciary's influence on societal change.By the end of this course, you will have a solid understanding of legal principles, the importance of law in governance, and the vital role of courts in upholding justice and democracy in society. Join us to embark on a journey through the fascinating world of law!
Who this course is for
This course is for anyone interested in understanding legal systems, including law students, aspiring legal professionals, or individuals curious about how laws shape society. No prior legal background is needed.
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https://www.udemy.com/course/international-political-institutions-ai-chatbot-assistant/
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Learning Disability: Dyslexia Awareness
Learning Disability: Dyslexia Awareness
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Published 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 260.28 MB | Duration: 0h 33m
Dyslexia | Learning Difficulties | Cognitive Approaches to Dyslexia | Legal Ethics and Considerations
What you'll learn
An introduction to Dyslexia and key characteristics of this Learning Disability
Connections between Dyslexia and other Learning Disabilities
Strategies to support learners with Dyslexia in the school environment
Overview of cognitive approaches to aid those with Dyslexia
Legal and ethical considerations when working with Dyslexia and Learning Disabilities
How to create a supportive learning environment for individuals with Dyslexia
Requirements
There are no prerequisites for this course. It is open to anyone interested in learning more about Dyslexia and Learning Disabilities.
Description
In the Dyslexia Awareness course, students will gain a beginner-friendly and insightful introduction to Dyslexia as a Learning Disability and its significant impact on both learning processes and educational environments. This self-taught course, delivered through pre-recorded video modules, enables learners to start anytime and progress at their own pace, beginning with zero prior knowledge.Dyslexia is a prevalent Learning Disability that affects many students in various educational settings, often influencing reading, writing, and comprehension skills. Understanding Dyslexia goes beyond just recognizing the symptoms; it involves grasping how this Learning Disability shapes an individual's daily experiences, academic journey, and even social interactions. In this course, students will embark on an educational path designed to build both empathy and practical knowledge, fostering a supportive approach to Learning Disabilities like Dyslexia.The course begins with Module 1, which introduces Dyslexia as a unique Learning Disability and defines its primary characteristics, causes, and types. This module lays the groundwork for a broader understanding of how Dyslexia differentiates itself from other Learning Disabilities. Here, students will learn about the historical context of Dyslexia awareness and the shift in educational approaches over the years. By understanding its background and modern definitions, learners will start seeing Dyslexia through a compassionate, well-informed lens.Module 2 expands on the relationship between Dyslexia and other Learning Disabilities. This section provides essential information on how Dyslexia intersects with other learning challenges, including ADHD, dysgraphia, and dyscalculia. Understanding these intersections allows students to see the broader spectrum of Learning Disabilities and helps them appreciate the diverse needs of those who experience Dyslexia in combination with other conditions. This module emphasizes the importance of customized learning plans to support individuals with multiple Learning Disabilities effectively.In Module 3, the course delves into the specifics of how Dyslexia manifests within school settings and the challenges that students with Dyslexia face in traditional learning environments. This module is essential for parents, teachers, and educational professionals who want to build an accommodating atmosphere in classrooms and schools. We'll cover common signs of Dyslexia in school-aged children, how these signs impact learning, and practical interventions that teachers can use to support these students. By the end of this module, students will have a clear framework for making school a more inclusive space for those with Learning Disabilities like Dyslexia.Module 4 introduces students to cognitive approaches and modern strategies for supporting those with Dyslexia. Here, we explore the science behind Dyslexia and look at evidence-based interventions. From phonics-based programs to assistive technology, learners will discover methods proven to make a difference. This module is beneficial for anyone looking to go beyond surface-level understanding, diving into the cognitive mechanisms that create Learning Disabilities like Dyslexia and the ways modern approaches can transform the learning experience.Finally, Module 5 provides an overview of the legal ethics and considerations associated with Dyslexia and Learning Disabilities. Laws and educational policies have evolved to protect students with Learning Disabilities and ensure equal opportunities in schools and workplaces. In this module, learners will gain awareness of the rights of individuals with Dyslexia and how these rights impact educational and workplace settings. This knowledge is essential for anyone working with or advocating for those with Learning Disabilities.By the end of this comprehensive course, students will have a well-rounded understanding of Dyslexia as a Learning Disability and be better equipped to create a supportive learning environment.
Overview
Section 1: Introduction
Lecture 1 Introduction to Dyslexia
Lecture 2 Dyslexia and Learning Difficulties
Lecture 3 Dyslexia in the School
Lecture 4 Cognitive Approaches to Dyslexia
Lecture 5 Legal Ethics and Considerations in Dyslexia
Anyone new to the topic of Dyslexia and Learning Disabilities,Teachers and school staff looking to better support students with Dyslexia,Parents of children with Dyslexia who want to gain deeper insights into this Learning Disability,HR and workplace professionals aiming to understand Dyslexia from a learning support perspective,Educational and social work students interested in Learning Disabilities,Anyone interested in exploring methods to make learning accessible for individuals with Dyslexia
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Make Udemy: You + Academy (Unofficial) With Ai
Make Udemy: You + Academy (Unofficial) With Ai
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Published 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 356.80 MB | Duration: 1h 0m
A step-by-step guide to creating and teaching engaging online courses with AI without technical skills
What you'll learn
Design and Structure Engaging Online Courses: Learn how to identify the key focus of your course (Behavior Change or Intellectual Skill)
Utilize AI Tools for Efficient Course Creation: Master the use of AI tools like ChatGPT, ElevenLabs, and Heygen to script, produce, and deliver
Align Courses with Professional and Business Goals: Develop the skills to create courses that not only educate but also align with organizational goals
Build a Personal Brand as a Training Expert
Requirements
No prior experience in course creation is required. This course is designed for complete beginners who want to learn how to create professional online courses using AI tools like ChatGPT, ElevenLabs, and Heygen. All you need is a willingness to learn and access to a computer with an internet connection.
Description
Are you ready to become a confident online course creator without the need for technical skills, expensive equipment, or a studio setup? Make Udemy: You + Academy (Unofficial) with AI is your ultimate guide to mastering the art of online teaching using cutting-edge AI tools. This step-by-step course empowers you to design, create, and deliver engaging online courses efficiently-even if you're just getting started.In this course, you'll learn:The New Era of Teaching Online: Why traditional teaching methods don't work in the digital space and how to reset your approach to focus on action and engagement.Identifying Your Course Focus: Determine whether your course is aimed at Behavior Change or Intellectual Skill development, and why committing to a single focus is key to your success.Simplified Course Templates: Get access to ready-to-use templates for both Behavior Change and Intellectual Skills courses, so you can structure your content with clarity and impact.Leveraging AI Tools (ChatGPT, ElevenLabs, and Heygen): Discover how to use AI to script, record, and deliver your courses without needing a camera, professional studio, or advanced technical knowledge. We show you how to walk the talk by using the very tools we recommend-so you see how effective they can be firsthand.By the end of this course, you will be able to:Build high-quality, engaging online courses that deliver results.Use AI to efficiently produce professional video content with minimal effort.Develop courses that enhance your credibility and visibility within your organization or as an individual instructor.Position yourself as a training expert, opening new career growth opportunities.Whether you're looking to expand your professional influence, become a recognized thought leader, or simply share your expertise with the world, this course is designed for you. Join us and make online teaching as simple as plugging into your personal academy-You + Academy!
Overview
Section 1: Reset everything you think you know about teaching online
Lecture 1 Why we teach this course
Lecture 2 Forget everything you've heard about teaching online
Lecture 3 Start fresh with a simple focus
Section 2: Identifying your course focus
Lecture 4 Does your course aim for behavior change or intellectual skill?
Lecture 5 Committing to one focus
Section 3: Course template for teaching behavior change
Lecture 6 The simplified structure for a behavior change course
Lecture 7 Fill-in-the-blank course structure
Section 4: Course template for teaching intellectual skills
Lecture 8 The simplified structure for an intellectual skills course
Lecture 9 Why we apply this structure
Section 5: How to teach with AI
Lecture 10 Using ChatGPT to support the behavior change framework
Lecture 11 Using ChatGPT to support the intellectual skills framework
Lecture 12 Using ElevenLabs and Heygen to teach without a camera or studio
Section 6: Course creation as a career growth tool
Lecture 13 Continuous improvement and iteration
Lecture 14 Why course creation skills matter for your career
Lecture 15 Embracing You + Academy
This course is perfect for aspiring online instructors, corporate trainers, entrepreneurs, and professionals looking to create engaging online courses quickly and effectively using AI tools. It's also ideal for those who want to build their personal brand as an educator without the need for advanced technical skills or professional video equipment.
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Making Music In Bitwig: Mastering Drums
Making Music In Bitwig: Mastering Drums
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Published 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.04 GB | Duration: 4h 16m
Sound Designing, Programming, Layering and Mixing Drums in Bitwig Studio
What you'll learn
Deepen your Bitwig Knowledge
Improve your Mixing Skills
Learn Drum Sound Design
Record & Create Unique Percussion
Requirements
Basic Bitwig Knowledge recommended
Description
Welcome to my big course on drums, from sound design, over composition & texturing to mixing, this is my grand tour of different production techniques you can use to create better drum loops.We'll be synthesizing kicks in the grid, talking about the theory and fundamental characteristics of snare drums, synthesizing them in phase 4 and then layering & processing them,we'll be writing with hihat samples, synthesizing our own hihats with convolution and unison in the grid & then using modulators to humanize them,we'll be recording our own percussions with household objects, synthesizing unique percussion loops and then sequencing them using the multi-sampling capabilities of sampler & audio editingand lastly we'll write a proper drumloop, use bitwigs group clips system to efficiently write variations and fills, add risers and sfx to our drums and mixing them to make them sound great together.This course does expect some previous knowledge about Bitwig, its modulators, arrangement view etc, but by no means does it require you to be an expert already.If you're completely new to Bitwig Studio, i would recommend taking my course on the Basics first tho. You can also try to follow this in another DAW, but that'll be a bit more challenging because you'll need to know it well enough to translate what I show you into that DAWs tools. It can be done, but it's gonna take some extra thinking on your end. So yeah, i hope to see you in the course, there are a lot of fun techniques i have to show to you!
Overview
Section 1: Kick and Snare
Lecture 1 Making Kicks in the Grid
Lecture 2 The Anatomy of a Snare Drum
Lecture 3 Synthesizing Snares with Phase 4
Lecture 4 Layering Snares
Lecture 5 Processing Snares
Section 2: Hihats
Lecture 6 The easy way
Lecture 7 Complex Hihat Patterns with Noise and Convolution
Lecture 8 Fully Synthesizing Hi-Hats using E-hat or the Grid
Lecture 9 Humanizing Hihats with Modulation & Layering
Section 3: Percussion
Lecture 10 Recording your own Percs
Lecture 11 Creating Percussion Mudpies
Lecture 12 Sequencing Hits with Multisampling
Lecture 13 Quantizing, Chopping & Arranging Percussion Mudpies
Section 4: Programming & Mixing
Lecture 14 Writing a Drumloop
Lecture 15 A Quick Way to get Variations
Lecture 16 Cleaning up & adding texture to the drumloop
Lecture 17 Mixing a Drumloop
Bitwig Users and beyond that want to learn more about Drums
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Masterclass Pt. 1/6: Customer-Centric Digital Transformation
Masterclass Pt. 1/6: Customer-Centric Digital Transformation
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Last updated 10/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 46m | Size: 397 MB
Defining the Current-State Digital Customer Experience with a Focus on Discovery Workshops and Customer Surveys
What you'll learn
Learn to design and conduct discovery workshops that draw out actionable insights from your customers.
Develop effective surveys that tap into both customer sentiment and measurable metrics.
Analyze the outcomes of workshops and surveys to prioritize critical customer pain points and desires.
Understand how to integrate qualitative and quantitative data into your overall digital strategy for maximum impact.
Requirements
No prior experience is required. This course is ideal for individuals eager to understand the foundations of digital customer experience.
Description
This course is part #1 out of a 6-part masterclass on creating customer experiences that resonate on a deeper level in the digital era.Uncover invaluable insights with expertly designed workshops and surveys that reveal the heart of your customer journey.In today's fast-paced digital world, understanding how your customers interact with your brand is essential. This course takes you through a proven methodology for gathering critical insights using discovery workshops and customer surveys. You'll learn how to design these sessions to capture surface-level feedback and deep insights into your customers' desires, frustrations, and expectations.Mastering these techniques can help you gain a data-driven understanding of your current customer experience. This approach is crucial for businesses that want to align their digital strategies with customer needs, ensuring their digital transformation efforts are on the right track from day one.Whether you're just starting your digital journey or looking to refine your customer understanding, this course provides the tools and frameworks to set you apart. Join us and discover how to use structured customer feedback to fuel business growth and customer loyalty.Ready to transform your understanding of the customer journey? Sign up now and start turning customer feedback into a powerful tool for growth!
Who this course is for
Customer experience (CX) professionals, product managers, and digital marketers interested in enhancing customer insights for better business outcomes.
Homepage:
Code:
https://www.udemy.com/course/masterclass-pt-1-customer-centric-digital-transformation/
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Master Communication Models
Master Communication Models
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Published 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 649.05 MB | Duration: 1h 0m
Practical Applications for Effective Interaction
What you'll learn
Understand Key Communication Models: Learn foundational communication models like the Ladder of Inference and how they shape everyday interactions
Identify Communication Breakdown Triggers: Recognise common causes of miscommunication and how to address them before they escalate
Improve Clarity and Precision:Apply communication models to sharpen your message and ensure that your meaning is clearly understood by others.
Enhance Critical Thinking in Conversations: Slow down thought processes and critically assess how you interpret and respond to information
Apply Models in Real-World Scenarios:Use communication frameworks to resolve workplace conflicts, improve team collaboration, and boost relationships
Adapt Communication for Diverse Settings:Learn to tailor communication strategies for more effective interactions
Foster Better Decision-Making Through Communication:by understanding how your thinking affects your communication patterns.
Develop Emotional Awareness in Conversations:Strengthen your emotional intelligence by recognising how emotions impact communication and learning to manage them
Requirements
At least a B2 (upper-intermediate) level of English
Description
Please be aware that although the overall video length of the course isn't extensive the information and worksheets in the resource section are plentiful! I'm particularly fond of the worksheet: Techniques to help you think rationally and make more objective decisions. This course is the fourth module in the Mastering Effective Communication in Diverse Workplaces series, focusing on communication models for improved interaction. If you've completed modules on emotional intelligence, psychological barriers, and active listening, this next step is designed to help you understand and apply key communication frameworks like the Ladder of Inference.You'll learn how to identify communication breakdowns, explore the psychology behind them, and apply proven models to improve workplace communication. This course offers practical strategies for professionals in multicultural, multilingual, or cross-generational teams. By the end, you'll be able to navigate complex conversations, prevent misunderstandings, and communicate more clearly.Whether you're a manager, team leader, or looking to enhance your interpersonal communication skills, this course gives you the tools to cultivate effective interactions in any setting.While the primary focus is on professional environments, the communication skills you learn can also enhance personal relationships by helping you manage conversations more effectively in any area of life. Whether you're a manager, team leader, or looking to refine your workplace communication skills, this course provides actionable strategies to boost clarity, create stronger connections, and improve collaboration with colleagues, clients, and diverse teams.What You'll Learn: Master key communication models like the Ladder of Inference for workplace success. Recognise and resolve common communication breakdowns in professional settings.Apply communication frameworks to real-world work situations for enhanced impact.Develop strategies for clear, effective communication in diverse professional teams.Take the next step in your career by transforming the way you communicate at work. With expert guidance and practical examples, this course empowers you to foster meaningful interactions, strengthen professional relationships, and create a more productive workplace. These skills will benefit your personal life too. Join today and transform the way you communicate in both work and life!At the end of the course please be sure to let me know if there is anything I can add to make even more useful and practical.
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: Linear Models of Communication
Lecture 2 The Shannon- Weaver Model
Lecture 3 Berlo's SCMR Model
Section 3: Transactional Model's of Communication
Lecture 4 Introduction to Transactional models
Lecture 5 Barnlund's Model
Lecture 6 Dance's Model
Lecture 7 Heis's Model
Section 4: Schramm's Communication model
Lecture 8 Schramm's Model
Section 5: The Ladder of Inference
Lecture 9 Why The Ladder of Inference is a great choice
Lecture 10 The Ladder of Inference Model
Lecture 11 Example 1: The Ladder of Inference
Lecture 12 Example 2: The Ladder of Inference
Lecture 13 How you can use the ladder
Lecture 14 Climbing down the ladder
Lecture 15 Case Studies of The Ladder of Inference
Lecture 16 Takeaways and Reflections
Section 6: End of Course Quiz
Aspiring Leaders: Individuals preparing for leadership roles who want to enhance their ability to communicate effectively.,Managers and Team Leaders: Looking to improve their communication skills and better navigate team dynamics.,HR Professionals: Those responsible for fostering communication within teams and resolving conflicts,Project Managers: Professionals managing diverse teams and requiring clear communication to ensure project success.,Individuals Seeking Personal Growth:Anyone looking to develop stronger interpersonal skills and understand communication models,Non-native English Speakers:Professionals working in English who want to improve clarity and communication in the workplace,Consultants and Coaches: Experts who support teams or clients in improving communication and collaboration.
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Mastering Circles in Geometry For Class 9 and 10 Students
Mastering Circles in Geometry For Class 9 and 10 Students
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Published 10/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 2h 15m | Size: 788 MB
circle theorems , circle important questions solved
What you'll learn
Circles Theorems Concepts
Analyzing Circle Concepts
Can Solve different Questions Related to Circles For Board Exams
Appplying different Concepts in Problems , analyse them and solve
Appplying different Concepts in Problems , analyse them and solve ,Part 2
Requirements
No Prerequisites needed
Eager to learn
Description
Course Overview: This course is designed to help parents and guardians support their children in mastering geometry for Class 9 and 10. Geometry plays a crucial role in a student's mathematical development, and this program equips adults to effectively guide and supervise their children's learning at home.Who Should Enroll: This course is intended for parents and guardians who wish to actively participate in their child's education. By purchasing this course, you will be able to guide your child through key geometry concepts and problem-solving techniques, ensuring they receive the academic support they need.What You'll Learn: Parents and guardians will:Gain a thorough understanding of important geometry concepts, including triangles, circles, angles, and coordinate geometry.Learn how to effectively explain and guide their child through complex topics.Access problem-solving strategies to help their child tackle exercises with confidence.Why Choose This Course: This course empowers adults to actively engage in their child's education, offering step-by-step lessons designed for effective supervision. By ensuring that parents or guardians are involved, students can better grasp the subject with personalized guidance and support at home.Important Note: This course is intended for purchase and use by adults who will be supervising their child's learning. All enrollments must be managed by a parent or guardian.
Who this course is for
class 10th and 9th students
Homepage:
Code:
https://www.udemy.com/course/mastering-circles-in-geometry-for-class-9-and-10/
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