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Generative AI
17 Views · 7 months ago

For more information about Stanford’s graduate programs, visit: https://online.stanford.edu/graduate-education

November 21, 2025
This lecture covers:
• LLM-as-a-judge overview
• Best practices and benefits
• Biases and pitfalls

To follow along with the course schedule and syllabus, visit: https://cme295.stanford.edu/syllabus/

Chapters:
00:00:00 Introduction
00:07:08 Inter-rater agreement metrics
00:18:24 Rule-based metrics
00:21:00 METEOR, BLEU ROUGE
00:28:00 LLM-as-a-judge
00:33:44 Structured outputs
00:36:48 Variants
00:38:47 Position, verbosity, self-enhancement bias
00:47:22 Best practices
00:54:06 Factuality
01:00:15 Agent evaluation
01:23:50 Benchmarks
01:25:12 Knowledge with MMLU
01:29:34 Reasoning AIME, PIQA
01:33:57 Coding with SWE-bench
01:36:15 Safety with HarmBench
01:40:51 Agents with Tau-Bench

Afshine Amidi is an Adjunct Lecturer at Stanford University.

Shervine Amidi is an Adjunct Lecturer at Stanford University.

View the course playlist: https://www.youtube.com/playli....st?list=PLoROMvodv4r

Generative AI
17 Views · 7 months ago

Sebastian's books: https://sebastianraschka.com/books/
The lecture slides are available at: https://github.com/rasbt/stat4....53-deep-learning-ss2

Covers some of the more advanced concepts behind convolutional neural networks. In particular, the topics are

- Inception architectures
- Transfer learning

Here are the links to the related, previous videos:
- Intro to CNNs Part 1 https://www.youtube.com/watch?v=7ftuaShIzhc
- Intro to CNNs Part 2 (1/2) https://www.youtube.com/watch?v=mZmyp0JjH6s

Generative AI
16 Views · 2 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐀𝐳𝐮𝐫𝐞 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞 (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎) :https://www.edureka.co/microso....ft-certified-azure-s
The "Azure Architect Full Course" provides a thorough overview of essential Azure topics, including computing, networking, storage, security, and more. This Full Course is designed for aspiring Azure architects and provides practical insights into building scalable and secure solutions on the Microsoft Azure cloud platform.

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Machine Learning
16 Views · 2 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝐨𝐰𝐞𝐫 𝐁𝐈 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/power-b....i-certification-trai (Use code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This Edureka "Power BI Desktop" video will help you to understand what is Power BI Desktop and how to apply the best practices to build live and interactive dashboards and reports on this platform.

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Generative AI
16 Views · 2 years ago

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Generative AI
16 Views · 2 years ago

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Generative AI
16 Views · 2 years ago

▶️ Intellipaat's Advanced Microsoft Excel Training Course - https://intellipaat.com/excel-training/

🔵In this video on “Excel Tutorial for Beginners”, you will learn Excel from scratch. This video includes basics of Excel like entering Data & referencing in Formulae, Conditional Formatting, and important Formulae in Excel. Next, you will understand Data Sorting & Filtering Techniques, Data & File Security and Pivot Tables in Excel with examples. Further in the video, you will be introduced to VBA Macros and you will gain knowledge on the principles of Charting, creating Dashboards and Interactive Components. Let’s begin without further ado!

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👉Following topics are covered in this video:
00:00:00 - Excel Introduction
00:01:08 - Microsoft Excel Overview
00:04:57 - Getting Started with Microsoft Excel
00:13:25 - Important Areas of Working
00:24:09 - Formatting Excel and Shortcuts
00:33:22 - Basic Formulas
00:50:32 - Find and Replace
01:06:20 - Text Functions-Formatting Data
01:41:21 - Relative Reference
01:57:47 - Absolute Reference
02:14:34 - Mixed Reference
02:33:52 - Introduction to Data Validation
02:42:03 - Different Types of Data Validation
03:03:00 - Conditional formatting
03:43:36 - Sorting Data and Filtering Data
04:37:03 - Charts and Graphs
05:36:47 - Protection
06:14:33 - Pivot Tables
07:00:00 - Vlookup Function
07:51:37 - Index Function and Match Function
08:31:38 - Lookup Function
09:11:50 - What is VBA
09:14:30 - What is Macro
09:15:34 - Exploring Visual Basic Editor (VBE)
09:18:11 - Using Macro Recorder
09:40:08 - Quick Recap
09:52:30 - Variable, Data Types and Constants

🔵 Intellipaat Training courses: https://intellipaat.com/
Intellipaat is a global online professional training provider. We are offering some of the most updated, industry-designed certification training programs which includes courses in Big Data, Data Science, Artificial Intelligence and 150 other top trending technologies.
We help professionals make the right career decisions, choose the trainers with over a decade of industry experience, provide extensive hands-on projects, rigorously evaluate learner progress and offer industry-recognized certifications. We also assist corporate clients to upskill their workforce and keep them in sync with the changing technology and digital landscape.

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📌 Do subscribe to Intellipaat channel & get regular updates on videos: https://goo.gl/hhsGWb

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Please write us to [email protected] or call us at: +91-7847955955

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Generative AI
16 Views · 2 years ago

PRESENTING THE FULL VIDEO SONG 'MILLIONAIRE' BY YO YO HONEY SINGH, FROM THE MOST AWAITED ALBUM OF THE YEAR 'GLORY'.

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ASSISTANT DIRECTOR: KARANDEEP SINGH AND SOURAV DHEER
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Enjoy & stay connected with us!
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Machine Learning
16 Views · 3 years ago

🔥 Post Graduate Diploma in Artificial Intelligence by E&ICT Academy
NIT Warangal: https://www.edureka.co/executi....ve-programs/machine-
This Edureka video on Advanced Python tutorial covers all the important aspects of using Python for advanced use-cases and purposes. It establishes all of the concepts like system programming ,shell programming, pipes and forking to show how wide of a spectrum Python offers to the developers.

Python Tutorial Playlist: https://goo.gl/WsBpKe
Blog Series: http://bit.ly/2sqmP4s

#AdvancedPython #AdvancedPythonTutorial #PythonTutorial #SystemProgramming #AdvancedConcepts #Edureka

Do subscribe to our channel and hit the bell icon to never miss an update from us in the future: https://goo.gl/6ohpTV

----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝐲𝐭𝐡𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠𝐬-----------

🔵Python Programming Certification: http://bit.ly/37rEsnA
🔵Python Certification Training for Data Science: http://bit.ly/2Gj6fux

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🔵Data Scientist Masters Program: http://bit.ly/2t1snGM
🔵Machine Learning Engineer Masters Program: https://bit.ly/3Hi1sXN

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🌕Post Graduate Diploma in Artificial Intelligence Course offered by E&ICT Academy
NIT Warangal: https://bit.ly/3qdRRdw

Instagram: https://www.instagram.com/edureka_learning
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka

-----------------------------------------------------------------------------------------------------------------------------------


How it Works?
1. This is a 5 Week Instructor-led Online Course,40 hours of assignment and 20 hours of project work
2. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course.
3. At the end of the training, you will be working on a real-time project for which we will provide you a Grade and a Verifiable Certificate!

- - - - - - - - - - - - - - - - -

About the Course

Edureka’s Machine Learning Course using Python is designed to make you grab the concepts of Machine Learning. The Machine Learning training will provide a deep understanding of Machine Learning and its mechanism. As a Data Scientist, you will be learning the importance of Machine Learning and its implementation in Python programming language. Furthermore, you will be taught Reinforcement Learning which in turn is an important aspect of Artificial Intelligence. You will be able to automate real-life scenarios using Machine Learning Algorithms. Towards the end of the course, we will be discussing various practical use cases of Machine Learning in Python programming language to enhance your learning experience.

After completing this Machine Learning Certification Training using Python, you should be able to:
Gain insight into the 'Roles' played by a Machine Learning Engineer
Automate data analysis using python
Describe Machine Learning
Work with real-time data
Learn tools and techniques for predictive modeling
Discuss Machine Learning algorithms and their implementation
Validate Machine Learning algorithms
Explain Time Series and it’s related concepts
Gain expertise to handle business in future, living the present

- - - - - - - - - - - - - - - - - - -

Why learn Machine Learning with Python?

Data Science is a set of techniques that enable the computers to learn the desired behavior from data without explicitly being programmed. It employs techniques and theories drawn from many fields within the broad areas of mathematics, statistics, information science, and computer science. This course exposes you to different classes of machine learning algorithms like supervised, unsupervised and reinforcement algorithms. This course imparts you the necessary skills like data pre-processing, dimensional reduction, model evaluation and also exposes you to different machine learning algorithms like regression, clustering, decision trees, random forest, Naive Bayes and Q-Learning.

For more information, Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll free).

Generative AI
16 Views · 3 years ago

🔥 IITM Pravartak Professional Certificate Program In Full Stack Development - MERN (India Only): https://www.simplilearn.com/full-stack-developer-course-and-certification-iitm-pravartak?utm_campaign=SCE-FullstackIITM&utm_medium=DescriptionFF&utm_source=youtube
*Note: 1+ Years of Work Experience Recommended to Sign up for Below Programs⬇️
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🔥 Caltech Coding Bootcamp (US Only): https://www.simplilearn.com/coding-bootcamp?utm_campaign=Blockchain-8NgVGnX4KOw&utm_medium=Descriptionff&utm_source=youtube

This "Cryptocurrency Explained" video will help you understand what is a cryptocurrency, how paper money came into existence, the future of cryptocurrency, features of cryptocurrency, how cryptocurrency works, what make cryptocurrencies special, what is 'crypto' in cryptocurrency and you will also see a comparison between bitcoin and an ether. So, let's deep dive into this Cryptocurrency for beginners video to understand how cryptocurrency actually works.

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Below topics are explained in this "Cryptocurrency Explained" video-
0. Start (0:00)
1. What is cryptocurrency? / Cryptocurrency for beginners ( 03:20 )
2. What makes cryptocurrencies special? ( 04:12 )
3. What's the 'crypto' in cryptocurrencies? ( 04:50 )
4. Bitcoin vs Ether ( 06:39 )
5. What's the future of cryptocurrency? ( 08:30 )

To learn more about Blockchain, subscribe to our YouTube channel: https://www.youtube.com/user/S....implilearn?sub_confi

You can also go through the slides here: https://goo.gl/QD28Gx

Watch more videos on Blockchain: https://www.youtube.com/playli....st?list=PLEiEAq2VkUU

#Whatisblockchain #Blockchain #Blockchaintutorial #Bitcoin #Blockchainonlinetraining #BlockchainForBeginners #BlockchainTechnology #Simplilearn

➡️ About Post Graduate Program In Full Stack Web Development
This program will give you the foundation for building full-stack web apps using the Java programming language. You'll begin with the basics of JavaScript, and then venture into some of the more advanced concepts like Angular, Spring Boot, Hibernate, JSPs, and MVC. Now is the perfect time to get started on your career as a full-stack web developer!

✅ Key Features
- Caltech CTME Post Graduate Certificate
- Enrolment in Simplilearn’s JobAssist
- Receive up to 25 CEUs from Caltech CTME
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Attend Masterclasses from Caltech CTME instructors
- Live virtual classes led by industry experts, hands-on projects and integrated labs
- Online Convocation by Caltech CTME Program Director

✅ Skills Covered
- Agile
- JAVA
- Hibernate and JPA
- Spring Core 50
- DevOps
- HTML5 and CSS3
- AWS
- JavaScript ES6
- Servlets
- SOAP and REST
- JSP

Learn more at: https://www.simplilearn.com/pgp-full-stack-web-development-certification-training-course?utm_campaign=Blockchain-8NgVGnX4KOw&utm_medium=Description&utm_source=youtube

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Generative AI
16 Views · 3 years ago

Learn how to use Figma Variants to design a scalable mobile app. Variants can streamline your frontend design process by allowing you to group and organize similar components into a single container.

✏️ Ahmet Efeoglu developed this course. Check out his channel: https://www.youtube.com/channe....l/UCSziSLMFFNT4PaRQh

🔗 Tutorial file link: https://www.figma.com/file/FrL....R3t9jZ9X8psPdmztdlh/
🔗 Homework file link: https://www.figma.com/file/8js....2feuv6LdhmvVtBXkC2L/

⌨️ (0:00:18) Intro
⌨️ (0:02:13) Accessing Tutorial and Homework Files
⌨️ (0:04:24) Project Overview
⌨️ (0:05:27) Recommending Personal and freeCodeCamp Channel
⌨️ (0:06:25) Basics Overview
⌨️ (0:08:22) Learning The Frame Functionality
⌨️ (0:10:25) Learning The Autolayout Functionality
⌨️ (0:14:39) Learning The Component Functionality
⌨️ (0:18:55) Learning The Variant Functionality
⌨️ (0:21:42) Creating The Type System
⌨️ (0:28:41) Creating The Color Palette/System
⌨️ (0:35:54) Creating The Icon Set
⌨️ (0:41:34) Creating Input Variants
⌨️ (0:52:23) Creating Large Button Variant
⌨️ (1:00:47) Designing Sign Up and Login Screen
⌨️ (1:18:46) Creating Status Bar Variant
⌨️ (1:23:14) Creating The Filter Variant
⌨️ (1:27:40) Creating Bottom Navigation Variant
⌨️ (1:35:02) Creating Image Card Variant
⌨️ (1:49:27) Updating Input Variant
⌨️ (1:57:31) Designing The Discover Screens
⌨️ (2:15:20) Creating Large Avatar Variant
⌨️ (2:24:05) Creating Small Button Variant
⌨️ (2:32:45) Creating The Benefit Card Variant
⌨️ (2:46:45) Designing Details Screen

🎉 Thanks to our Champion and Sponsor supporters:
👾 Raymond Odero
👾 Agustín Kussrow
👾 aldo ferretti
👾 Otis Morgan
👾 DeezMaster

--

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

Generative AI
16 Views · 3 years ago

Learn how to design and use databases. You will create a graphical Windows application with C# that can display and modify data from a mySQL database server.

You need Microsoft Windows to follow along.

✏️ @shadsluiter is your instructor for this course. He is a Professor Of Computer Science and Software Development at Grand Canyon University.

🔗 Professor Sluiter has more courses here: http://studycoding.org

⭐️ Contents ⭐️
⌨️ Course Outline
⌨️ Create a new database in mySQL
⌨️ How to write sql queries
⌨️ Create a GUI front end app
⌨️ Create a Data Access Object and connect to a database
⌨️ Query the database
⌨️ Add a picture box to display album art
⌨️ Insert new records into the database
⌨️ Create a second table and a foreign key
⌨️ Table joins part a
⌨️ Table joins part b
⌨️ Design with UML and ER diagrams
⌨️ Perform compound select actions
⌨️ Delete data from a table
⌨️ Add a video player to the app
⌨️ Extended Features

⌨️ (0:00:00) Introduction
⌨️ (0:04:33) Tools we’ll need
⌨️ (0:08:49) Creating a new database
⌨️ (0:12:16) Saving the data
⌨️ (0:16:04) How to fill in a table
⌨️ (0:20:26) Select star from albums
⌨️ (0:23:44) How to delete backticks
⌨️ (0:27:16) Intro to the series
⌨️ (0:34:40) How to delete the backticks
⌨️ (0:37:49) Building the database app
⌨️ (0:42:22) Start of the demo
⌨️ (0:46:33) Creating an album class
⌨️ (0:51:19) Adding two albums to the list
⌨️ (0:55:11) Connecting the database to the database
⌨️ (0:58:08) Where does the data source live?
⌨️ (1:04:42) Setting up the database
⌨️ (1:07:53) Running the app
⌨️ (1:10:37) How to create searches
⌨️ (1:13:55) Programming the new search button
⌨️ (1:18:12) The problem with parameter queries
⌨️ (1:21:56) Adding a picture to the screen
⌨️ (1:26:12) How to test the problem
⌨️ (1:30:45) Adding new records to the database
⌨️ (1:39:22) Adding an integer to the database
⌨️ (1:43:27) Adjusting the column titles
⌨️ (1:46:13) Execute non-query query
⌨️ (1:49:06) Creating a foreign key
⌨️ (1:51:47) Install mysql workbench
⌨️ (1:55:05) Connecting to the database
⌨️ (1:59:04) Configuring the tracks table
⌨️ (2:06:49) We have a problem with Mamp synchronization
⌨️ (2:10:01) Inserting data into the tracks table
⌨️ (2:13:08) Selecting items from the database
⌨️ (2:16:46) Changes to the definition of tracks
⌨️ (2:20:55) Fixing the problem with the binding source
⌨️ (2:24:12) Foreign keys and joins
⌨️ (2:27:36) Selecting from the table
⌨️ (2:31:15) Changing the query using a join
⌨️ (2:39:10) Uml diagrams for our current application
⌨️ (2:41:58) Associative vs aggregation
⌨️ (2:45:47) Introduction to compound queries
⌨️ (2:49:53) Fetching the list of all tracks
⌨️ (2:53:03) Using the delete statement to delete tracks
⌨️ (2:56:35) The problem with converting an integer to an integer
⌨️ (3:00:33) Deleting a track by deleting its Id

🎉 Thanks to our Champion and Sponsor supporters:
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Erdeniz Unvan
👾 Justin Hual
👾 Agustín Kussrow
👾 Otis Morgan

--

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

Generative AI
16 Views · 3 years ago

(** PMP® Training: https://www.edureka.co/pmp-cer....tification-exam-trai **)
This Edureka tutorial on Project Scope Management will give you an insight into the various process and activities covered in the Scope Management of a Project. In this tutorial you will learn the below topics:

01:32 Project Scope Management
06:15 Scope Management Overview
09:41 Scope Management Processes

Check out our PMP Tutorial blog series: http://bit.ly/2BvgNE4

Check out our complete Youtube playlist here: http://bit.ly/2AnvOqJ

-------------------------------------

Do subscribe to our channel and hit the bell icon to never miss an update from us in the future: https://goo.gl/6ohpTV

Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka

#ScopeManagement #ProjectScopeManagement #ProjectManagement #PMPOnlineTraining #PMPCertification #ProjectManagementProfessionalCertification

-----------------------------------------------------------------
How does it work?

1. This is a 4 Week Instructor-led Online Course.

2. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course.

3. At the end of this course, you will be awarded a 35 Contact Hours certificate that is mandatory to apply for PMP® examination.
--------------------------------------------------------------------
About The Course

Online PMP® exam prep course is designed to help aspiring professionals earn PMP® certification in the first attempt. The goal of this course is to empower the current and future Project Managers to manage the project more efficiently and effectively throughout the Project Management Life Cycle.



This course is taught by PMP® Certified Trainers, who have years of experience in training. These instructors have been practicing Project and Program Management with some of the top organizations across industries. They leverage their rich, hands-on industry experience to help participants understand the practical application of all the 10 knowledge areas covered in ‘The PMBOK® Guide’ (A Guide to the Project Management Body of Knowledge) – Sixth Edition.


----------------------------------------------------------------------
Who should go for this course?

PMP® Certification is useful for anyone who has Project Management experience and desires a globally recognized credential that will lead to professional career growth and recognition.
-----------------------------------------------------------------------
Why learn PMP Certification?

Project Management Professional (PMP)® is a global credential offered by PMI Inc. PMP® Certification is a globally recognized, rigorous, education and/or professional experience, and examination-based credential program. It helps one understand the global language of Project Management and connect with Project Management Professionals. PMP certified professionals earn a higher salary than those not certified.

If you are looking for PMP training, please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll free).

Generative AI
16 Views · 3 years ago

🔥 Post Graduate Diploma in Artificial Intelligence by E&ICT Academy
NIT Warangal: https://www.edureka.co/executi....ve-programs/machine-
This video on Artificial intelligence gives you an introduction to artificial intelligence with futuristic applications of AI. It also tells you how to implement artificial intelligence using deep neural networks.

The video covers the following topics:
1. What is Artificial Intelligence & its applications
2. Subsets of AI - Machine Learning & Deep Learning
3. What is Deep Learning?
4. Use Case - Recognizing handwritten digits from MNIST dataset
5. Applications of Deep Learning

Subscribe to our channel to get video updates. Hit the subscribe button above.

Check our complete Deep Learning With TensorFlow playlist here: https://goo.gl/cck4hE

----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝐲𝐭𝐡𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠𝐬-----------

🔵Python Programming Certification: http://bit.ly/37rEsnA
🔵Python Certification Training for Data Science: http://bit.ly/2Gj6fux

----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐚𝐬𝐭𝐞𝐫𝐬 𝐏𝐫𝐨𝐠𝐫𝐚𝐦----------

🔵Data Scientist Masters Program: http://bit.ly/2t1snGM
🔵Machine Learning Engineer Masters Program: https://bit.ly/3Hi1sXN

-----------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦----------

🌕Post Graduate Diploma in Artificial Intelligence Course offered by E&ICT Academy
NIT Warangal: https://bit.ly/3qdRRdw

- - - - - - - - - - - - - -

How it Works?

1. This is 21 hrs of Online Live Instructor-led course. Weekend class: 7 sessions of 3 hours each.
2. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course.
3. At the end of the training you will have to undergo a 2-hour LIVE Practical Exam based on which we will provide you a Grade and a Verifiable Certificate!

- - - - - - - - - - - - - -

About the Course
Edureka's Deep learning with Tensorflow course will help you to learn the basic concepts of TensorFlow, the main functions, operations and the execution pipeline. Starting with a simple “Hello Word” example, throughout the course you will be able to see how TensorFlow can be used in curve fitting, regression, classification and minimization of error functions. This concept is then explored in the Deep Learning world. You will evaluate the common, and not so common, deep neural networks and see how these can be exploited in the real world with complex raw data using TensorFlow. In addition, you will learn how to apply TensorFlow for backpropagation to tune the weights and biases while the Neural Networks are being trained. Finally, the course covers different types of Deep Architectures, such as Convolutional Networks, Recurrent Networks and Autoencoders.

Delve into neural networks, implement Deep Learning algorithms, and explore layers of data abstraction with the help of this Deep Learning with TensorFlow course.


- - - - - - - - - - - - - -

Who should go for this course?

The following professionals can go for this course:

1. Developers aspiring to be a 'Data Scientist'

2. Analytics Managers who are leading a team of analysts

3. Business Analysts who want to understand Deep Learning (ML) Techniques

4. Information Architects who want to gain expertise in Predictive Analytics

5. Professionals who want to captivate and analyze Big Data

6. Analysts wanting to understand Data Science methodologies

However, Deep learning is not just focused to one particular industry or skill set, it can be used by anyone to enhance their portfolio.

- - - - - - - - - - - - - -

Why Learn Deep Learning With TensorFlow?
TensorFlow is one of the best libraries to implement Deep Learning. TensorFlow is a software library for numerical computation of mathematical expressions, using data flow graphs. Nodes in the graph represent mathematical operations, while the edges represent the multidimensional data arrays (tensors) that flow between them. It was created by Google and tailored for Machine Learning. In fact, it is being widely used to develop solutions with Deep Learning.

Machine learning is one of the fastest-growing and most exciting fields out there, and Deep Learning represents its true bleeding edge. Deep learning is primarily a study of multi-layered neural networks, spanning over a vast range of model architectures. Traditional neural networks relied on shallow nets, composed of one input, one hidden layer and one output layer. Deep-learning networks are distinguished from these ordinary neural networks having more hidden layers, or so-called more depth. These kinds of nets are capable of discovering hidden structures within unlabeled and unstructured data (i.e. images, sound, and text), which constitutes the vast majority of data in the world.

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Machine Learning
16 Views · 3 years ago

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Machine Learning
16 Views · 3 years ago

NEWSLETTER ✉️ http://DylanCurious.com
PATREON 💰 https://patreon.com/DylanCurious (Monthly Video Call)

Hey there, it's me Dylan Curious! Today, we're delving deep into the realm of AGI or artificial general intelligence. Picture this: your childhood toy, favorite video game character, or cartoon figure not just following programmed instructions, but actually thinking and creating on its own. Sounds like science fiction, right? That's AGI for you!

AGI isn't just a toy robot dancing in pre-set patterns. Imagine it inventing its dance moves, composing its own songs, and then asking for your thoughts on its creativity. Mind-blowing, isn't it? A huge shoutout to Casey Armstrong for his informative blog post that inspired some of this content.

Now, let's hear from the experts. Elon Musk, back in 2016, anticipated we'd see AGI in 5 to 10 years. Fast forward to today, 2023, and we're right in the heart of that prediction. On the other hand, Dr. Alan D. Thompson has this fascinating countdown on lifearchitect.ai, forecasting AGI’s debut in June 2026. With such technological advancements, it makes one wonder if we're months away from AGI, rather than years.

Speaking of big names, Mark Zuckerberg envisions a brighter and more optimistic AGI future. He dreams of open source AI enhancing sectors like healthcare and education. David Shapiro, based on a Morgan Stanley report, sees AGI as a game-changer for tech giants, with possibilities of AGI being actualized within 18 months!

Demis Hassabis from DeepMind believes we're on the cusp of achieving AGI in just a few years. Sam Altman of OpenAI anticipates AGI within a 10 to 20-year frame. Dario Amodei, CEO of Anthropic, estimates 2-3 years, underscoring the rapid advancements in the field. And then there's the visionary Ray Kurzweil, predicting AI surpassing the Turing test by 2029.

So, where do I stand in this AGI timeline? I believe we might have already touched the fringes of AGI. Perhaps AGI, in its true essence, would be recognized only when it's embodied, mimicking human-like traits. Dive into this rollercoaster journey of AGI with me, and let's unravel the future together.

Make sure to like, share, and subscribe for more AI insights and don't forget to hit that bell icon for updates!

CURIOUS FUTURE: @dylan_curious
https://www.youtube.com/channe....l/UCpdyFxSktWo3W6kMY

CURIOUS PODCAST: @dontsweatitpod
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CURIOUS FRIENDS: @vegasfriends
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00:00 - What if Your Toy Could THINK? Exploring AGI!
00:39 - 7 AI-Experts Predicting Short AGI Timelines
00:56 - Elon Musk: What His Silence Tells Us About AGI
01:43 - Dr. Alan D. Thompson: AGI Countdown Predicts 2026
03:21 - Mark Zuckerberg: When Will Strong AI Arrive?
04:15 - David Shapiro: Is AGI Really Coming in October 2024?
05:08 - Demis Hassabis: Human-Level AI in a Few Years
06:37 - Sam Altman: Optimistic About AGI’s Near Future?
07:34 - Dario Amodei (CEO of Anthropic): AGI in 2-3 Years?
08:28 - Ray Kurzsweil: AGI in 2-3 Years?
09:22 - Dylan Curious: GPT-4: The AI with Human-Level Intelligence?

SOURCES:
https://www.linkedin.com/pulse..../7-ai-experts-predic
https://twitter.com/CrowdsourcingKC
https://www.youtube.com/watch?v=PJwcds_tiQo&ab_channel=DrAlanD.Thompson
https://lifearchitect.ai/agi/
https://www.youtube.com/watch?v=YXQ6OKSvzfc&ab_channel=DavidShapiro~AI
@DaveShap
https://www.cnbc.com/2023/08/1....4/nvidia-shares-up-7
https://www.youtube.com/watch?v=Gfr50f6ZBvo&ab_channel=LexFridman
https://abcnews.go.com/Technol....ogy/openai-ceo-sam-a
https://www.youtube.com/watch?v=Nlkk3glap_U&ab_channel=DwarkeshPatel
@DwarkeshPatel
https://www.youtube.com/watch?v=4GQrLjvudJ4&ab_channel=AIforGood
@AIforGood

WATCH THE FULL VIDEO ⤵
https://www.youtube.com/watch?v=EzyNxcFUWgI

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