Integrating Knowledge Bases for RAGs
Integrating Knowledge Bases for RAGs
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Published 8/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 74.71 MB | Duration: 22m 53s
Discover the power of integrating knowledge bases with retrieval augmented generation (RAG) models. This course will teach you how to align unstructured text data with structured knowledge bases and incorporate external data sources.
Integrating knowledge bases with retrieval augmented generation (RAG) models can significantly enhance the
quality and accuracy of information retrieval and generation.
In this course, Integrating Knowledge Bases for RAGs, you'll learn to effectively align unstructured text data with structured knowledge bases, incorporate external data sources, and implement advanced knowledge integration techniques.
First, you'll explore the techniques for aligning and linking unstructured text data with structured knowledge bases.
Next, you'll discover methods for incorporating external data sources, such as encyclopedic knowledge, domain-specific databases, and web-scale corpora, into RAG models.
Finally, you'll learn how to implement and evaluate knowledge integration approaches, including entity linking, knowledge graph embeddings, and knowledge-guided retrieval.
When you're finished with this course, you'll have the skills and knowledge of integrating knowledge bases with RAG models needed to enhance retrieval and generation capabilities in your projects.
Homepage:
Code:
https://www.pluralsight.com/courses/integrating-knowledge-bases-rags
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Investing in Human Skills in the Age of AI
Investing in Human Skills in the Age of AI
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Released: 08/2024
Duration: 24m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 105 MB
Level: General | Genre: eLearning | Language: English
AI is changing the way we work, and we need to shift our mindset if we want to change with it. In this course, LinkedIn Vice President Aneesh Raman explores the importance of human skills like critical thinking, empathy, emotional intelligence, effective communication, and creativity in the age of AI. Find out why these core skills still remain vital and what you can do as a professional to develop and maintain them. Along the way, Aneesh offers practical insights on how to leverage human skills to adapt to market changes and prepare for the future of work. Additionally, you'll unlock key opportunities for collaboration and shared learning between human skills and AI. By the end of this course, you'll be ready to balance your human skills alongside cutting-edge AI technologies to promote personal growth and redefine how you work.
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Code:
https://www.linkedin.com/learning/investing-in-human-skills-in-the-age-of-ai?u=121350530
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Jazz Piano Improv Tricks 2
Jazz Piano Improv Tricks 2
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Published 8/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 36m | Size: 1.96 GB
Diving deeper into improvisation!
What you'll learn
Diversity approaches to improvising over chord changes
Learn new melodic improvisational tools
Challenge yourself with complex rhythmic ideas
Improve your understanding of harmony as an improvisational tool
Draw elements from the blues to diversify your jazz improvising
Requirements
It's recommended that you take the first course within this series before diving into this course For more advanced players, this won't be as necessary.
A basic understanding of piano chords and scales
Description
Are you yearning for more jazz improv tricks? Did the first course not satiate your need for jazz language tidbits?!Fear not, as this second course within this series will help you further diversify your soloing as a jazz instrumentalist.In this course we will cover melodic, harmonic and rhythmic jazz improv tricks that will get you excited for your next solo. While there are times where we must simply use our ear and navigate through the notes/rhythms organically, this is mostly cultivated by our study of individual concepts and how to fuse them together. That's why everything in this course is compartmentalized in a way that you can combine these ideas together to make them your own.While mostly intended for intermediate level players, this course has some for beginners and experts alike. I've done my best to approach each concept at a pace and depth that can make sense for newer players, but also not bore the players that are just looking for the "meat and potatoes" of each class.In this course we will cover popular concepts such as :- pentatonic diads- rolling- chromatic clusters...and we will even cover some more advanced topics like:- phrasing 5's- polyrhythms- outside soloing...and a ton more!So whether you just want to brush up your chops, or get excited for some new concepts to dive deep into, this course has something to offer nearly all jazz pianists.Remember to practice the material thoroughly, apply it in performances when possible, and most of all study the classes that you're most passionate the most! This should be both fun and educational, while also giving you an edge as a soloist!Keep your eyes wide open and your ears finely tuned, as this course is not one to brush over!
Who this course is for
Beginner-intermediate jazz pianists
Beginner-intermediate jazz guitarists/horn players
Jazz players looking to learn new improvisational approaches
Intermediate level players looking to approach concepts they may already know in a new light
Advanced players hoping to fill in some gaps within their bag of improvisational tricks
Students studying jazz looking to supplement their education with additional material
Homepage:
Code:
https://www.udemy.com/course/jazz-piano-improv-tricks-2/
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Jesus-Inspired, Faith Based, 200-Hour Yoga Teacher Training
Jesus-Inspired, Faith Based, 200-Hour Yoga Teacher Training
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Published 8/2024
Duration: 5h11m | Video: .MP4, 1920x1080 30 fps | Audio: AAC, 44.1 kHz, 2ch | Size: 2.4 GB
Genre: eLearning | Language: English
Learn how to incorporate Faith, Theology, Yoga, Mindfulness, and Meditation, into an Holistic Christian living practice.
What you'll learn
Learn more than 80 yoga poses with their Christian relevance. Each pose is referenced with scripture, as well as benefits.
History of Christianity as well as the History of Yoga is outlined.
Learn a deeper mindfulness, Breath-work, and Meditation practice
We include a 540 page book of Christian Yoga written by the founder of Grow-Ya that include poses, mindfulness, and history of yoga and Christianity to study.
Meditation scripts, Breathing Techniques, as well as Bible scriptures for the poses are included.
Receive a certificate of completion.
Life long access to the Grow-Ya community.
Learn about Chakras as well as Mudra's in a Christian relevant way
Learn about the Yama's and Niyama's, and how we can incorporate it into our Christianity.
Requirements
No experience needed, just a desire to learn more about Christianity, faith based exercise, and yoga. All are welcome.
A Yoga mat, Bible, and a PDF reader such as a computer, tablet, or phone would be beneficial.
Description
You probably didn't turn to Jesus, mindfulness, and yoga because everything in your life was going great.
I certainly did not.
For most of us, we are brought to Jesus, mindfulness and the mat at a time of crisis, searching, or a realization that we can be a better version of ourselves for our own well-being, Christ and our families.
We will all face moments of incredible pain & suffering.
With Grow-ya, I intend to show you practices that will help you cope within stressful times,
as well as enhance your worship, bible study, and fitness routine.
Turn your bad events, hurt, pain, and suffering into faith, wisdom, growth, purpose, & meaning.
We do this through practices of calm, meditation, & stillness.
This course include a big book of Christian Yoga and Theological info and facts comprising of 540 pages.
Within this book are sections on the history of yoga and Christianity, as well as more than 80 yoga poses with scripture references and the benefits of each pose.
There is also a section on Christian healthy living, the Christian and the yoga diet, as well as mindfulness practices and ideas, such as breathing techniques, meditation ideas, and information on the Chacras as well as mudras.
We also included as section on the Christian yoga class, structuring a class, as well as a section on the human body, the physiology, and how the body move and work in relation to Yoga.
With Grow-Ya Jesus-Inspired Yoga we release stress through movement, and become physically fit while growing closer to Him
through breathing,
meditation,
mindfulness and
physical postures of faith.
You will also gain lifelong access to the course through Udemy, as well as to the Grow-Ya faith and fitness community.
My greatest hope is that you won't wait until a painful moment to discover Jesus, His love for you, and your practice of calm mindful surrender.
Know this, that once you are in the midst of a crisis, Jesus, and your practice of faith, movement, and stillness will always be there to catch you, and restore your heart, soul, and body.
I have served as an ordained Pastor in some of the biggest churches in South Africa.
I assisted youth and young adults with trauma-sensitive inclusive guidance and restoration as a Young Adults, Youth, and Children's pastor. I Also worked with disadvantaged communities serving as a spiritual facilitator for those on the fringes of the community.
I obtained a Bachelor's Degree in Theology, as well as many other qualifications in Faith based counselling as far back as 2002.
I also completed a 500-hour Yoga Alliance-certified yoga accreditation from some of the highest regarded Yoga teachers in India within the same period.
I have used Yoga and meditation as rehabilitation tools in my ministry to youth, young adults, and restoration ministries within the poor and neglected societies; since 2002.
I studied and completed over a 1000 hours of Yoga teacher training, since I started my yoga journey in 1994, placing me at the top of my field in the Christian Yoga community.
I hope to share my wisdom with you, and help you grow spiritually and physically fit.
See you in the course
Who this course is for
Anyone that want to learn more about Faith based Yoga, especially Jesus inspired movement.
Those interested in Yoga and Faith
Christians interested in Yoga
Yoga teachers wanting to incorporate Christianity into their practice
Christians looking for Meditation, breathing, and calming resources
Homepage:
Code:
https://www.udemy.com/course/jesus-inspired-yoga/
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Low Content Self-Publishing And Book Marketing On Amazon Kdp
Low Content Self-Publishing And Book Marketing On Amazon Kdp
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Published 8/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.20 GB | Duration: 2h 54m
Learn low content book creation, self-publishing on Amazon KDP, effective marketing strategies, and boosting book sales.
What you'll learn
Understand low content books: Learn the types, benefits, and market potential of low content books like journals, planners, and coloring books.
Design interiors and covers: Master the basics of using design tools to create appealing book interiors and eye-catching covers for low content books.
Set up Amazon KDP account: Gain step-by-step guidance on setting up and navigating your Amazon Kindle Direct Publishing (KDP) account.
Publish low content books: Learn the process of uploading and publishing your low content books on Amazon KDP, from start to finish.
Optimize book listings: Discover how to create compelling book titles, descriptions, and keywords to enhance visibility and sales on Amazon.
Utilize promotional tools: Learn to use Amazon's promotional tools like Kindle Countdown Deals and Free Book Promotions to boost your book sales.
Build an author brand: Set up and optimize your Amazon Author Central page to establish a professional and attractive author brand.
Market on social media: Develop strategies for leveraging social media platforms to build an audience and drive traffic to your Amazon listings.
Encourage customer reviews: Understand the importance of customer reviews and how to encourage positive feedback and handle criticism effectively.
Create passive income streams: Learn how to generate and manage multiple streams of passive income through the consistent publication of low content books.
Analyze performance metrics: Gain skills in tracking and analyzing the performance of your published books to refine your strategies and increase sales.
Requirements
This course is designed for absolute beginners. There are no prerequisites in terms of prior experience or knowledge in publishing or book marketing. Everyone is welcome, regardless of their background.
A reliable computer or laptop is required to create and upload your low content books.
A positive attitude and a willingness to learn new skills.
The course will highlight free resources and tools available online, making it accessible for those who do not wish to invest in premium software initially.
Description
The potential of self-publishing is vast, and this comprehensive course is designed for beginners eager to explore the world of low content books. Whether you are an aspiring author, creative professional, entrepreneur, or simply someone looking to generate passive income, this course will guide you through every step of creating, publishing, and marketing low content books on Amazon Kindle Direct Publishing (KDP).Throughout the course, you will learn how to design appealing interiors and eye-catching covers for various low content books, including journals, planners, and coloring books. Detailed instructions will be provided for setting up your Amazon KDP account and publishing your first book, ensuring you understand every aspect of the process.The course covers essential marketing strategies, such as optimizing your book listings with effective keywords and categories to improve discoverability. You will also learn to leverage Amazon's promotional tools and utilize social media platforms to build your audience and drive traffic to your listings. Additionally, the importance of customer reviews and how to encourage positive feedback will be covered.By the end of this course, you will have the knowledge and skills to create multiple streams of passive income through low content book publishing. Join this course and start your journey towards becoming a successful self-publisher on Amazon KDP today!
Overview
Section 1: Introduction to Amazon KDP
Lecture 1 Introduction to Kindle Direct Publishing
Lecture 2 How Much Money Can you Make on Amazon
Lecture 3 Setting Up Your Amazon KDP Account
Lecture 4 Amazon KDP Dashboard Overview
Lecture 5 Get a Foreign Account for Payment
Lecture 6 What Makes a Successful Book on Amazon
Section 2: Introduction to Low Content Self-Publishing
Lecture 7 Definition and Types of Low Content Books
Lecture 8 Niche Research for Low Content Books
Lecture 9 Free Tools for Niche Research
Lecture 10 Book Content Niche Research
Lecture 11 Demand Niche Research
Lecture 12 Competition Niche Research
Lecture 13 50 Low Content Book Ideas
Lecture 14 Best Selling Low Content Books
Lecture 15 Benefits of Creating a Low Content Book on Amazon
Section 3: Designing Low-Content Books (Journal)
Lecture 16 Tools for Designing Low Content Books
Lecture 17 Introduction to Canva
Lecture 18 Basic Design Principles
Lecture 19 Creating Book Interiors (Error Free Interiors)
Lecture 20 Designing Book Covers (Error Free Hard Cover Exterior)
Lecture 21 Exporting Your Files
Lecture 22 Designing Book Covers (Error Free Paperback Exterior)
Lecture 23 Differences between Paperback and Hardcover
Section 4: Publishing on Amazon KDP
Lecture 24 Using Generative AI to Optimize Your Book
Lecture 25 Publishing Book to Amazon KDP (Paperback)
Lecture 26 Publishing Book to Amazon KDP (Hardcover)
Section 5: Marketing Your Books on Amazon KDP
Lecture 27 Importance of Keywords and Categories
Lecture 28 Crafting Compelling Book Titles and Descriptions
Lecture 29 Using Metadata to Enhance Discoverability
Lecture 30 Importance of Customer Reviews
Section 6: Advanced Strategies and Course Wrap-Up
Lecture 31 Course Summary and Next Steps
New to Self-Publishing: Individuals who are completely new to the self-publishing arena and are looking for an accessible entry point.,Ambitious Creators: Those who have a passion for creating content and wish to transform their ideas into published works with minimal writing.,Graphic Designers and Artists: Creatives who want to diversify their portfolio by designing and publishing low content books like journals, planners, and coloring books.,Writers and Authors: Established writers seeking to expand their publishing repertoire by venturing into low content books.,Business-Minded Individuals: Entrepreneurs looking for a low-risk business model to generate passive income through Amazon KDP.,Side Hustlers: Individuals seeking additional income streams who can dedicate part-time efforts to publishing and marketing low content books.,Craft and DIY Lovers: Those who enjoy crafting and DIY projects and want to translate their creativity into sellable low content books.,Journal Enthusiasts: Individuals passionate about journaling, planning, and organizing who want to create customized products for others.,Teachers and Trainers: Educators looking to create supplementary materials like planners and activity books for their students or clients.,Life Coaches and Motivational Speakers: Professionals who wish to design and sell journals, workbooks, and planners as part of their coaching packages.,Tech Enthusiasts: Those with an interest in leveraging digital tools and platforms for content creation and online business ventures.,Digital Nomads: Individuals who prefer flexible, location-independent income opportunities that can be managed remotely.,Eager Learners: Individuals with a curiosity about self-publishing and a willingness to learn new skills.,Creative Minds: Those with a creative spark who are eager to explore a new avenue for expressing their ideas.
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Making Teamwork Work as a Leader
Making Teamwork Work as a Leader
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Released: 08/2024
Duration: 33m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 109 MB
Level: Beginner + Intermediate | Genre: eLearning | Language: English
There are few experiences more rewarding than working on a high-performing, high-functioning team. But how can you build your team into this kind of team? In this course, organizational psychologist David Burkus teaches leaders how to leverage clarity and empathy as key drivers of team effectiveness, harmony, and impact. Learn how to identify and overcome factors standing in the way of team effectiveness. Find out how to establish and maintain clear team priorities that keep your team focused on organizational goals. Explore ways to foster a collaborative culture. Plus, learn how you can enhance your team's performance and success as you lead with clarity and empathy.
Homepage:
Code:
https://www.linkedin.com/learning/making-teamwork-work-as-a-leader?u=121350530
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Master Machine Learning with Practical Case Studies
Master Machine Learning with Practical Case Studies
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Published 8/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 6h 36m | Size: 2.93 GB
Hands on Machine Learning with Algorithms and Case Studies using different Datasets
What you'll learn
How to use Machine Learning Model for making Predictions for Real Life Problems
Understand Machine Learning to Apply in Real Practical Scenarios
Master Machine Learning techniques
Develop Insights for Data Wrangling, Data Cleansing, Data Enrichment, Data Analytics using Machine Learning
Build Linear Regression Model
Build Logistic Regression Model
Build Decision Tree Model
Understand ARIMA
Implement KMeans Clustering
Implement Naive Bayes
Understand Boosting Algorithms
Build XGBRegressor Model
Requirements
No prior Programming Experience required.
Description
Dive into the world of machine learning with "Master Machine Learning with Practical Case Studies." This comprehensive course is designed for those who want to move beyond theory and gain hands-on experience in applying machine learning algorithms to real-world problems. Throughout the course, you'll explore a variety of machine learning techniques and methodologies, learning how to effectively implement and fine-tune algorithms for diverse datasets. You'll work with case studies spanning multiple domains, including finance, healthcare, and e-commerce, providing a broad perspective on how machine learning can be leveraged across industries.Key features of the course include:Practical Case Studies: Analyze and solve real-world problems using detailed case studies, gaining insights into best practices and industry applications.Hands-On Projects: Engage in practical exercises that involve building, training, and evaluating machine learning models.Algorithm Deep Dive: Understand the theory and application of popular machine learning algorithms like Linear Regression, Logistic Regression, Decision Tree, Random Forest, Naive Bayes, K-means and Boosting AlogrithmsDiverse Datasets: Work with a variety of datasets to learn how to handle different types of data and preprocessing techniques.By the end of the course, you'll have confidence to apply your skills to complex problems. Perfect for aspiring data scientists, analysts, and machine learning practitioners, this course will equip you with the tools and knowledge needed to excel in the evolving field of machine learning.
Who this course is for
Beginner Fundamentals of Machine Learning
Learn Concepts of Machine Learning
Homepage:
Code:
https://www.udemy.com/course/master-machine-learning-with-practical-case-studies/
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Microsoft Copilot for Azure: The Future of Azure
Microsoft Copilot for Azure: The Future of Azure
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Published 8/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 40m | Size: 304 MB
Navigate the Future of Cloud with Microsoft Copilot for Azure
What you'll learn
How to integrate Microsoft Copilot into Azure environments.
Best practices for leveraging AI to optimize cloud resources.
How to use Copilot to streamline Azure deployment processes.
Ways to improve productivity through Copilot's intelligent recommendations.
The role of AI in future-proofing Azure infrastructure.
Practical applications of Copilot in real-world Azure scenarios.
Steps to stay ahead in cloud management with Microsoft Copilot.
Requirements
Basic knowledge about Azure Cloud
Will and desire to learn new Skill
Description
Welcome to "Microsoft Copilot for Azure: The Future of Azure," a comprehensive course designed to help you master the cutting-edge AI-driven capabilities of Microsoft Copilot within the Azure environment. As cloud technology continues to evolve, staying ahead with the latest tools and strategies is crucial for any IT professional. This course is your gateway to understanding and leveraging the full potential of Microsoft Copilot, a revolutionary tool that's transforming the way we manage and optimize Azure.In this course, you will learn how to harness the power of Microsoft Copilot to automate tasks, streamline operations, and enhance security within your Azure environment. From automating complex workflows to generating intelligent recommendations, Copilot is the AI assistant you need to work smarter, not harder. We will dive deep into practical applications, showing you how to integrate Copilot seamlessly into your existing infrastructure.Whether you're an Azure administrator, a cloud architect, or an IT manager, this course will equip you with the knowledge and skills to make the most of this powerful tool. Join us to explore the future of Azure and elevate your cloud management to the next level with Microsoft Copilot. Embrace the future, today!Perfect for both beginners and seasoned professionals, this course offers hands-on experience, real-world scenarios, and actionable insights that will make you a leader in the ever-evolving cloud landscape. Enroll now and take the first step toward mastering the future of Azure.
Who this course is for
Azure Administrators looking to enhance their cloud management with AI-driven tools.
Cloud Architects aiming to integrate cutting-edge automation into their Azure environments.
IT Managers seeking to optimize team productivity and streamline operations with Microsoft Copilot.
IT Professionals eager to stay ahead with the latest advancements in cloud technology.
Tech Enthusiasts wanting to explore the future of cloud computing with AI-powered solutions.
Consultants advising clients on how to modernize their Azure infrastructure using Microsoft Copilot.
Students and Beginners who want to build foundational knowledge in Azure with the latest AI tools.
Homepage:
Code:
https://www.udemy.com/course/copilot-for-azure/
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Productizing Data Applications with KNIME Business Hub
Productizing Data Applications with KNIME Business Hub
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Released: 08/2024
Duration: 56m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 153 MB
Level: Advanced | Genre: eLearning | Language: English
Complementing the free and open source KNIME Analytics Platform, KNIME Business Hub provides a single, customer-managed environment for all data workers to collaborate on and deploy data science solutions across an organization.
This course covers everything you need to know around KNIME Business Hub: what spaces are, roles and permissions, how to upload and edit a workflow and version your work, the different ways to execute and deploy your workflows, and even how to store logins centrally with the secret store. Additionally, learn more about data apps, workflow invocation, integrated deployment and testing.
Are you ready to productionize? Let's jump into it!
Learn more about KNIME Business Hub here.
Homepage:
Code:
https://www.linkedin.com/learning/productizing-data-applications-with-knime-business-hub?u=121350530
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