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In this video I will show you methods to efficiently load a custom dataset with images in directories. Depending on how your dataset is structured the method that is the easiest could vary and the most common ways to load is either having structured subfolders, a csv with with annotations or simply all of the images in a single folder. We use the functions image_dataset_from_directory, ImageDataGenerator together with flow_from_directory for subfolders. Pandas togethor with from_tensor_slices when dealing with an annotation csv file and lastly list_files when having all inside a single image folder directory. Hope you find this tutorial useful!
I learned a lot and was inspired to make these TensorFlow videos by the TensorFlow Specialization on Coursera. Below you'll find both affiliate and non-affiliate links, the pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
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0:00 - Introduction
0:29 - Images in subfolders
14:03 - Folder with annotation csv
19:15 - All in single folder
24:53 - Ending
This is my solution to costFunction.m function in Programming assignment 2 from the famous Machine Learning course by Andrew Ng.
Github: https://github.com/AladdinPerz....on/Courses/tree/mast
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#MachineLearning #DeepLearning
This demo uses MATLAB® to train a SVM classifier with features extracted, using a pretrained CNN for classifying images of four different animal types: cat, dog, deer, and frog. Images are used from the CIFAR-10 dataset (https://goo.gl/oNH94f).
🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐂𝐲𝐛𝐞𝐫 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/cyberse....curity-certification 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka video gives an introduction to Network Security and its nuances. It discusses the need of network security, tools for network security, and various other fundamental concepts
Topics Covered:
00:00:00 Introduction
00:00:09 Objectives
00:00:31 Introduction To Computer Network
00:05:34 What Is A Computer Network?
00:06:24 Layered Architecture
00:09:11 ISO-OSI Reference Model - Overview
00:10:25 OSI Reference Model – Flow
00:12:58 Physical Layer
00:14:04 Data Link Layer
00:15:07 Network Layer
00:16:47 Session Layer
00:17:30 Presentation Layer
00:18:52 Layer 7 - Application Layer
00:19:03 Summary
00:20:18 Protocol Data Unit (PDU)
00:23:14 Peer To Peer Communication
00:32:16 OSI Layer - Functions Function
00:36:23 Demo 1: Sniffer
00:44:46 TCP/IP Stack
00:45:08 TCP/IP: Application Layer
00:45:58 TCP/IP: Transport Layer
00:46:35 TCP/IP: Internet Layer
00:47:24 TCP/IP: Link Layer
00:52:02 Network Devices
00:52:37 Repeater
00:54:18 What Is A 'Protocol?
00:54:26 OSI Model Layers & Information Exchange
00:54:34 ARP (Address Resolution Protocol)
00:54:41 ARP - Attacker's View
00:55:18 ARP-Solution To Attacker's View
00:55:49 DHCP (Dynamic Host Configuration Protocol)
00:55:53 DHCP Process
00:57:28 DHCP - Attacker's View & Solution
00:58:43 ICMP - Attacker's View & Solution
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🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐃𝐞𝐯𝐎𝐩𝐬 𝐜𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐭𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/devops-....certification-traini (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This DevOps Tutorial on Git Commands ( Git Blog series: https://goo.gl/XS1Vux ) will explain all the basic Git commands. You will learn about the commands like git add, git init, git pull, git branch etc.
00:00:00 Introduction
00:00:19 Git Basic Commands
00:07:45 Branching
00:14:54 Working with Remote Repositories
00:19:42 Advanced Git Commands
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🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐭 𝐂𝐨𝐮𝐫𝐬𝐞 (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞 "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎") : https://www.edureka.co/masters....-program/data-analys
In this Edureka Data Analyst Interview questions video, you will learn what kind of data analytics questions you can expect in the interview, How to answer them and much more. This Data Analyst Interview Questions video will give you a more comprehensive list of questions to crack your data analyst interview.
00:00 Introduction
01:26 Agenda
01:44 General Data Analyst Interview Questions
10:36 Data Analyst Interview Questions on Statistics
14:39 Data Analyst Interview Questions on Python
19:18 Data Analyst Interview Questions on SQL
22:56 Conclusion
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Free American Pronunciation Guides for:
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⏱️Check out my SPRINTS - Effective Practice to boost your vocabulary, grammar and pronunciation:
Sprint #1 https://hadarshemesh.com/spr1
Sprint #2 https://hadarshemesh.com/spr2
Sprint #3 https://hadarshemesh.com/spr3
Morning Pronunciation Routine https://youtu.be/l69yZ5xabbo
Let's Stay Connected:👇🏼
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📧EMAIL: [email protected]
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Learn with me 🤝:
👉Become a Sprint Master (30 days of Sprints): http://bit.ly/SprintMaster
👉Get on the list to join my transformational program: https://hadarshemesh.com/newsound/
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NEW HERE? 🔥Get started with those helpful lessons:
#1 STRATEGY of how to become FLUENT in English https://youtu.be/0V0WeEnsec0
Want to improve your speaking vocabulary? STOP LEARNING NEW WORDS✋ https://youtu.be/bd6iGLmUssQ
My pronunciation playlist: https://bit.ly/39nh0ub
How to improve your listening skills: https://youtu.be/ezZ-EJm9IRY
Sound like a native - the myth: https://youtu.be/zE5kvQ9TF50
How to stop translating in your head: 5-steps to get stuck LESS and speak FASTER in English https://youtu.be/ZP6Ev1HvK4w
How to stay MOTIVATED when learning ENGLISH https://youtu.be/IAx7X_jvHcU
Do you change your voice when you speak English? Here’s why
https://youtu.be/qFbjwopad7c
American INTONATION - What They don't Teach You in School https://youtu.be/FStyKn4V8cE
10 ways to DESTROY your English Fluency https://youtu.be/36KgqKYdWhY
This demo shows how to run large AI models from #huggingface on a Single GPU without Out of Memory error. Take a OPT-175B or BLOOM-176B parameter model .These are large language models and often require very high processing machine or multi-GPU, but thanks to bitsandbytes, in just a few tweaks to your code, you can run these large models on single node.
In this tutorial, we'll see 3 Billion parameter BLOOM AI model (loaded from Hugging Face) and #LLM inference on Google Colab (Tesla T4) without OOM.
This is brilliant! Kudos to the team.
bitsandbytes - https://github.com/TimDettmers/bitsandbytes
Google Colab Notebook - https://colab.research.google.....com/drive/1qOjXfQIAU
🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐒𝐞𝐥𝐞𝐧𝐢𝐮𝐦 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠: https://www.edureka.co/seleniu....m-certification-trai (Use code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This Edureka Selenium tutorial video (Selenium Blog Series: https://goo.gl/VGBJHx) on "How to Write & Run a Test Case in Selenium" will give you an introduction to automated software testing tool - Selenium. Watch the video till the end, this selenium tutorial will help you in writing and running your first Test Case using Selenium.
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🌕 Artificial and Machine Learning PGD with E&ICT Academy
NIT Warangal: http://bit.ly/3OuZ3xs
📢📢 𝐓𝐨𝐩 𝟏𝟎 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 2023 𝐒𝐞𝐫𝐢𝐞𝐬 📢📢
⏩ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g
📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
📌𝐓𝐰𝐢𝐭𝐭𝐞𝐫: https://twitter.com/edurekain
📌𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: https://www.linkedin.com/company/edureka
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📌𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤: https://www.facebook.com/edurekaIN/
📌𝐒𝐥𝐢𝐝𝐞𝐒𝐡𝐚𝐫𝐞: https://www.slideshare.net/EdurekaIN
📌𝐂𝐚𝐬𝐭𝐛𝐨𝐱: https://castbox.fm/networks/505?country=IN
📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka/
📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/
About Course :
What is the Selenium Course?
This Selenium Certification course strives to build the fundamentals of this automation testing tool and its various components such as WebDriver, Grid, and IDE. In this Selenium training, you will learn to work with multiple web element(s) locating strategies, perform actions on web elements, group and sequence tests, and generate reports for your test cases using TestNG. Additionally, this Selenium course will introduce you to the Page Object Model (POM) design pattern, which will further help you optimize the execution of your automation scripts by implementing Page Class and Page Factory. Hands-on experience with Automation Frameworks such as Data-Driven Framework, Keyword-Driven Framework, Hybrid Framework, and BDD Framework will make you ready for any testing environment.
What are the essential concepts covered in this Selenium Course?
This Selenium Certification Course provides -
In-depth knowledge of concepts such as Java basics refresher, WebDriver, TestNG Framework, Web UI elements, Grid & Robot class, Selenium IDE, Automation frameworks, and more.
Case studies and projects in the domains of E-commerce, Test Automation Frameworks, and more.
*Note: 1+ Years of Work Experience Recommended to Sign up for Below Programs⬇️
🔥Post Graduate Program In Digital Marketing: https://www.simplilearn.com/advanced-digital-marketing-certification-training-course?utm_campaign=DigitalMarketing-ZVuHLPl69mM&utm_medium=DescriptionFF&utm_source=youtube
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This Digital Marketing tutorial video will help you learn why Digital Marketing is important, what is Digital Marketing, what are the different types of Digital Marketing and customer lifecycle in Digital Marketing. Digital marketing is the act of promoting products or services with the help of digital devices or technology. In digital marketing, marketers can promote their campaigns on search engines, social media platforms, emails, mobile apps, etc. Now let's get started and learn digital marketing in details on how can someone use these channels to promote their products.
Below are the topics we will be discussing in the video:
Intro 00:00
1. Why is Digital Marketing important? 00:18
2. What is Digital Marketing? 06:25
3. Types of Digital Marketing 07:58
4. Customer lifecycle in Digital Marketing 19:50
Subscribe to our channel for more Machine Learning Tutorials: https://www.youtube.com/user/S....implilearn?sub_confi
📚 For a more detailed understanding on Digital Marketing, do visit: https://www.simplilearn.com/what-is-digital-marketing-article?&utm_medium=Description&utm_source=youtube
You will find in-depth content on Digital Marketing. Browse further to discover similar resources on related topics, made available to you as a learning path. Enjoy top-quality learning for FREE.
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➡️ About Post Graduate Program In Digital Marketing:
Get a hands-on Live Interactive Learning experience with this Digital Marketing Course. Learn via fundamental and advanced material, preparing you for your Digital Marketing Career. Get a Meta Certified Digital Marketing Associate exam voucher worth USD $99 to showcase your skills.
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- 5 Capstone problem statements and 15+ course-end projects
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Learn the basics of HTML and how to begin coding in this course for beginners.
Are you interested in coding but have never tried it before? Are you curious about how to create your own website or app? If so, then this video course is for you!
✏️ Course developed by @AniaKubow
🔗 Full course: http://codewithania.com/
⭐️ Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:01:34) What is a code editor?
⌨️ (0:03:08) Code editor options
⌨️ (0:03:52) Files files files
⌨️ (0:07:27) HTML Introduction
⌨️ (0:09:27) HTML - what is it exactly?
⌨️ (0:11:53) HTML Syntax
⌨️ (0:17:08) Saving files in your code editor
⌨️ (0:18:19) HTML Anatomy
⌨️ (0:22:50) Headings
⌨️ (0:24:49) Paragraphs
⌨️ (0:26:04) HTML headings, paragraphs and emphasis
⌨️ (0:32:20) Indenting code in HTML
⌨️ (0:34:03) HTML lists
⌨️ (0:38:54) HTML links
⌨️ (0:43:49) Navigating Pages
⌨️ (0:51:20) Images in HTML
⌨️ (0:55:15) Creating tables using HTML
⌨️ (1:03:27) Introducing the Div
⌨️ (1:05:09) Semantic sectioning
⌨️ (1:07:39) Table Tennis Leaderboard: Project prep
⌨️ (1:09:30) Table Tennis Leaderboard: Starting out our project
⌨️ (1:12:44) Table Tennis Leaderboard: table rows and lists
⌨️ (1:16:44) Table Tennis Leaderboard: Sectioning and the figure element
⌨️ (1:25:27) HTML forms
⌨️ (1:26:52) The various input element types in HTML
⌨️ (1:33:17) HTML Inputs exercise 1
⌨️ (1:40:40) HTML Inputs exercise 2
⌨️ (1:43:55) HTML Inputs exercise 3
⌨️ (1:48:57) The select dropdown in HTML
⌨️ (1:54:38) The Inspect tool
⌨️ (1:56:51) Using the data attribute in HTML
⌨️ (1:59:15) Commenting out code
⌨️ (2:01:29) What’s next?
🎉 Thanks to our Champion and Sponsor supporters:
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