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๐ฅ ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐๐ ๐๐๐ซ๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง ๐๐ซ๐๐ข๐ง๐ข๐ง๐ ๐ฐ๐ข๐ญ๐ก ๐๐ฒ๐ญ๐ก๐จ๐ง : https://www.edureka.co/python-....natural-language-pro (๐๐ฌ๐ ๐๐จ๐๐: ๐๐๐๐๐๐๐๐๐)
This Edureka session on "Scikit-learn Tutorial" will introduce you to machine learning in Python. It will also take you through regression and clustering techniques along with a demo on SVM classification on the famous iris dataset.
Topics covered in this video are:
00:00:00 Introduction
00:03:00 Machine Learning Overview
00:09:31 Introduction to Scikit-learn
00:16:48 Installation of Scikit-learn
00:17:10 Regression & Classification
00:18:00 SVM &KNN
00:20:00 Hands-on
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About Course :
About the Natural Language Processing with Python course
Edureka's Natural Language Processing Training focuses on step by step guide to NLP and Text Analytics with extensive hands-on using Python Programming Language. This NLP course has been packed up with a lot of real-life examples, where you can apply the learned content to use. Features such as Semantic Analysis, Text Processing, Sentiment Analytics, and Machine Learning have been discussed as a part of this NLP training. This NLP course is for anyone who works with data and textโ with good analytical background and little exposure to Python Programming Language. It is designed to help you understand the important concepts and techniques used in Natural Language Processing using Python Programming Language. You will be able to build your own machine learning model for text classification. Towards the end of this NLP Certification course, we will be discussing various practical use cases of NLP in the python programming language to enhance your learning experience.
What are the prerequisites for this NLP Course?
The prerequisites for this Natural Language Processing course is Python programming and a good understanding of Machine Learning concepts.
As a goodwill gesture, Edureka offers a complimentary self-paced course in your LMS on Python to brush up on your Python Skills.
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This Edureka video on Machine Learning Algorithms Explained shall teach you what machine learning is, and the various ways in which you can use machine learning to solve a problem! Towards the end, you will learn how to prepare a data-set for model creation and validation and how you can create a model using any machine learning algorithm!
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Because of the increasing need for intelligent and accurate decision making, there is an exponential growth in the adoption of AI and ML technologies. Hence these are poised to remain the most important technologies in the years to come.
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PG Program in Machine Learning & AI
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Industry Projects
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A potential candidate must have one of the following prerequisites: Degrees like BCA, MCA, and B.Tech or Programming experience Should have studied PCM in 10+2
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In this Machine Learning with R full-course video, you will understand the basics of machine learning and look at the various applications of Machine Learning. You will learn R programming in detail, understand some of the vital machine learning algorithms, such as linear regression, logistic regression, decision tree, random forest, SVM, and hierarchical clustering techniques. Finally, this video will help you understand the time series analysis in R.
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Machine Learning basics
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SVM - Support Vector Machine
Clustering
Time Series Analysis
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What is Supervised Learning?
In supervised learning, we use known or labeled data for the training data. Since the data is known, the learning is, therefore, supervised, i.e., directed into successful execution. The input data goes through the Machine Learning algorithm and is used to train the model.
What is Unsupervised Learning?
In unsupervised learning, the training data is unknown and unlabeled - meaning that no one has looked at the data before. Without the aspect of known data, the input cannot be guided to the algorithm, which is where the unsupervised term originates from. This data is fed to the Machine Learning algorithm and is used to train the model. The trained model tries to search for a pattern and give the desired response. In this case, it is often like the algorithm is trying to break code like the Enigma machine but without the human mind directly involved but rather a machine.
What is Reinforcement Learning?
Like traditional types of data analysis, here, the algorithm discovers data through a process of trial and error and then decides what action results in higher rewards. Three major components make up reinforcement learning: the agent, the environment, and the actions.
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About Post Graduate Program in AI and Machine Learning:
Fast track your career with our comprehensive Post Graduate Program in AI and Machine Learning, in partnership with Purdue University and in collaboration with IBM. This AI and machine learning certification program will prepare you for one of the worldโs most exciting technology frontiers. This Post Graduate Program in AI and Machine Learning covers statistics, Python, machine learning, deep learning networks, NLP, and reinforcement learning. You will build and deploy deep learning models on the cloud using AWS SageMaker, work on voice assistance devices, build Alexa skills, and gain access to GPU-enabled labs.
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In this video, we will explore the groundbreaking concept of Retrieval Augmented Generation (RAG), a revolutionary approach at the forefront of natural language processing (NLP). RAG represents a significant leap forward in text generation methodologies, seamlessly blending retrieval mechanisms with generative models to unlock new possibilities in AI-driven communication. Throughout this session, we will unravel the intricate workings of RAG, diving deep into its architecture, principles, and practical applications. We'll embark on a journey to understand how retrievers, acting as gateways to vast knowledge repositories, empower generative models to produce contextually rich and factually accurate text outputs. Join us as we navigate the landscape of RAG, exploring its potential to revolutionize various NLP tasks, from question answering to content generation. By the end of this video, you'll have a comprehensive understanding of RAG's transformative impact on natural language understanding and generation. So, without further ado, let's dive into the world of Retrieval Augmented Generation.
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โก๏ธ About Post Graduate Program In AI And Machine Learning
This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots.
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๐ฅ๐๐๐ฎ๐ซ๐๐ค๐ ๐๐ซ๐ญ๐ข๐๐ข๐๐ข๐๐ฅ ๐๐ง๐ญ๐๐ฅ๐ฅ๐ข๐ ๐๐ง๐๐ ๐๐๐ซ๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง ๐๐จ๐ฎ๐ซ๐ฌ๐ (๐๐ฌ๐ ๐๐จ๐๐: ๐๐๐๐๐๐๐๐๐) : https://www.edureka.co/advance....d-artificial-intelli
This Edureka LSTM Explained video will help you in understanding why we need Recurrent Neural Networks (RNN) and what exactly it is. It also explains few issues with training a Recurrent Neural Network and how to overcome those challenges using LSTMs.
00:00:00 Introduction
00:00:36 Agenda
00:00:47 Introduction to NLP
00:01:46 Ways to Process Text Data
00:02:57 Recurrent Neural Networks
00:22:02 Long Short-term Memory
00:51:46 LSTM Use Cases
00:53:45 Real Time Applications of LSTM
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๐ฅPurdue - Ai And Machine Learning Post Graduate Certificate Program - https://www.simplilearn.com/applied-ai-course?utm_campaign=FgS7A59nkxw&utm_medium=DescriptionFirstFold&utm_source=Youtube
In this ChatGPT full course, we'll explore how chatgpt is useful in various domains, what is chat gpt and how to use chatgpt, how strong are the competitors of chatgpt and much more.
00:00 ChatGPT Complete Course
What is GPT 4?
Automate Excel using ChatGPT
How to use ChatGPT for SEO?
Chat GPT for Content Creation
Master SEO Content Using ChatGPT
ChatGPT for Marketing
How to Build a Website Using ChatGPT
Chat GPT for Programming
Can ChatGPT Solve LeetCode Problems?
Create a Telegram Bot Using ChatGPT
How To Integrate ChatGPT With Whatsapp
Automate WhatsApp using ChatGPT
Build a Game using Python and ChatGPT
ChatGPT in Cybersecurity
ChatGPT for UI/UX Design
6 Reasons Why ChatGPT Can Make Your Business
9 Ways to Make Money Online Using ChatGPT
Bing vs Bard vs ChatGPT : Comparison
Will ChatGPT and Bard Take Over SEO?
โ
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#ChatGPTCompleteCourse #ChatGPTFullCourse #ChatGPTCourse #ChatGPTExpert #ChatGPTForBeginners #ChatGPT #Chat_GPT #ChatGPTTutorial #ChatGPTOpenAI #Simplilearn
โก๏ธ About Post Graduate Program In AI And Machine Learning
This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots.
โ
Key Features
- Post Graduate Program certificate and Alumni Association membership
- Exclusive hackathons and Ask me Anything sessions by IBM
- 3 Capstones and 25+ Projects with industry data sets from Twitter, Uber, Mercedes Benz, and many more
- Master Classes delivered by Purdue faculty and IBM experts
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Gain access to 4 live online sessions on latest AI trends such as ChatGPT, generative AI, explainable AI, and more
- Learn about the applications of ChatGPT, OpenAI, Dall-E, Midjourney & other prominent tools
โ
Skills Covered
- ChatGPT
- Generative AI
- Explainable AI
- Generative Modeling
- Statistics
- Python
- Supervised Learning
- Unsupervised Learning
- NLP
- Neural Networks
- Computer Vision
- And Many Moreโฆ
๐ Enroll Now: https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=28September2023ChatGPTCompleteCourse2023&utm_medium=Description&utm_source=youtube
๐ฅ๐ฅ *Interested in Attending Live Classes? Call Us:* IN - 18002127688 / US - +18445327688
Machine Learning is one of those things that is chock full of hype and confusion terminology. In this StatQuest, we cut through all of that to get at the most basic ideas that make a foundation for the whole thing. These ideas are simple and easy to understand. After watching this StatQuest, you'll be ready to learn all kinds of new and exciting things about Machine Learning.
If you're interested in learning more about SoSA, here's the link: http://thesosa.org/
Here's the link to the video about the bias/variance tradeoff:
https://youtu.be/EuBBz3bI-aA
Here's the link to the video about cross-validation, aka the way to determine which samples go into your training set and which samples go into your testing set: https://youtu.be/fSytzGwwBVw
For a complete index of all the StatQuest videos, check out:
https://statquest.org/video-index/
If you'd like to support StatQuest, please consider...
Buying The StatQuest Illustrated Guide to Machine Learning!!!
PDF - https://statquest.gumroad.com/l/wvtmc
Paperback - https://www.amazon.com/dp/B09ZCKR4H6
Kindle eBook - https://www.amazon.com/dp/B09ZG79HXC
Patreon: https://www.patreon.com/statquest
...or...
YouTube Membership: https://www.youtube.com/channe....l/UCtYLUTtgS3k1Fg4y5
...a cool StatQuest t-shirt or sweatshirt:
https://shop.spreadshirt.com/s....tatquest-with-josh-s
...buying one or two of my songs (or go large and get a whole album!)
https://joshuastarmer.bandcamp.com/
...or just donating to StatQuest!
https://www.paypal.me/statquest
Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
https://twitter.com/joshuastarmer
0:00 Awesome song and introduction
0:35 A silly example of classification
2:24 A silly example of regression
3:37 The Bias/Variance Tradeoff
8:15 Fancy machine learning
8:56 Evaluating the performances of a decision tree
11:12 Summary of concepts and main ideas
#statquest #ML
#๋น์๋ฆฌ, #rain, #ASMR,
๐ด ํฐ ํญํ์ฐ๊ฐ ์์ ์ ๋์๋ฅผ ๊ฐํํ์ฌ ์๋ฉด์ ์ทจํ๋๋ก ๋์ต๋๋ค
https://www.youtube.com/channe....l/UCt72qEUCgc_o-r2Uh
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๐ฟ "Storm Power" ์ฑ๋์ ์๋ก์ด ํธ์ํ ๋ผ์ด๋ธ ์์
ํ๋ก๊ทธ๋จ์ ์ค์ ๊ฒ์ ํ์ํฉ๋๋ค. ๋น๋์ค ๋ณผ๋ฅจ์ ๋ฎ์ถ๊ณ ๊ณต๋ถ, ์ผ, ๋
์ ๋ฑ ์ํ๋ ๋ชจ๋ ์ผ์ ์์ํ ์ ์์ต๋๋ค.
์์
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, ํธ์ํ ์์
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๐ฟ ๋ฐํ ํ๋ฉด ์์ฑ์ : Storm Power
---------------------------------------------------
โบ๋ชจ๋ ๊ถ๋ฆฌ๋ ํด๋น ์์ ์์๊ฒ ์์ต๋๋ค.
โ ๋ณธ ์์์
๐ฅPurdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=QN0tvr7k7cM&utm_medium=DescriptionFirstFold&utm_source=Youtube
๐ฅProfessional Certificate Program in Generative AI and Machine Learning - IITG (India Only) - https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=QN0tvr7k7cM&utm_medium=DescriptionFirstFold&utm_source=Youtube
๐ฅAdvanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=QN0tvr7k7cM&utm_medium=DescriptionFirstFold&utm_source=Youtube
In this video, we are going to learn how to install Microsoft Copilot on a Mac! Microsoft Copilot is an AI-powered assistant designed to enhance your productivity across various Microsoft 365 applications. Copilot provides intelligent suggestions and automations to streamline your workflow.
โ
Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH
โฉ Check out More AI and ML Videos By Simplilearn: https://www.youtube.com/playli....st?list=PLEiEAq2VkUU
#CopilotInMac #MicrosoftCopilot #AI #GenAI #ArtificialIntelligence #simplilearn #2025
โก๏ธ About Professional Certificate Program in Generative AI and Machine Learning
Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Python, and more. Join masterclasses led by IITG faculty , and earn Executive Alumni Status.
Key Features:
โ
Program completion certificate from E&ICT Academy, IIT Guwahati
โ
Curriculum delivered in live virtual classes by seasoned industry experts
โ
Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
โ
Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
โ
Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
โ
Eligibility for a campus immersion program organized at IIT Guwahati
โ
Exclusive hackathons and โask-me-anythingโ sessions by IBM
โ
Certificates for IBM courses and industry masterclasses by IBM experts
โ
Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
โ
Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
โ
Simplilearn's JobAssist helps you get noticed by top hiring companies
Skills Covered:
โ
Generative AI
โ
Prompt Engineering
โ
Chatbot Development
โ
Supervised and Unsupervised Learning
โ
Model Training and Optimization
โ
Model Evaluation and Validation
โ
Ensemble Methods
โ
Deep Learning
โ
Natural Language Processing
โ
Computer Vision
โ
Reinforcement Learning
โ
Machine Learning Algorithms
โ
Statistics
Electives:
โ
IITG AI: ADL & Computer Vision
โ
IITG AI: NLP and Speech Recognition
โ
IITG AI: Reinforcement Learning
โ
IITG AI: Academic Masterclass
๐ Learn More At: https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=VideoID&utm_medium=Description&utm_source=Youtubeโ
Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH
โฉ Check out More AI and ML Videos By Simplilearn: https://www.youtube.com/playli....st?list=PLEiEAq2VkUU
#CopilotInMac #MicrosoftCopilot #AI #GenAI #ArtificialIntelligence #simplilearn #2025
โก๏ธ About Professional Certificate Program in Generative AI and Machine Learning
Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.
Key Features:
โ
Program completion certificate from E&ICT Academy, IIT Guwahati
โ
Curriculum delivered in live virtual classes by seasoned industry experts
โ
Exposure to the latest AI tools, such as generative AI, LLMs, and prompt engineering
โ
Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
โ
Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
โ
Eligibility for a campus immersion program organized at IIT Guwahati
โ
Exclusive hackathons and โask-me-anythingโ sessions by IBM
โ
Certificates for IBM courses and industry masterclasses by IBM experts
โ
Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
โ
Simplilearn's JobAssist helps you get noticed by top hiring companies
Skills Covered:
โ
Generative AI
โ
Prompt Engineering
โ
Chatbot Development
โ
Supervised and Unsupervised Learning
โ
Model Training and Optimization
โ
Model Evaluation and Validation
โ
Deep Learning
โ
Natural Language Processing
โ
Computer Vision
โ
Reinforcement Learning
โ
Machine Learning Algorithms
โ
Speech Recognition
โ
Statistics
๐ Learn More At: https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=VideoID&utm_medium=Description&utm_source=Youtube
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Mega Hits 2024 ๐ฑ The Best Of Vocal Deep House Music Mix 2024 ๐ฑ Summer Music Mix 2024 #205
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00:00:00 | 1. Sun Goes Down-Robin Schulz
00:02:24 | 2. Dj Dark & Mentol - Supergirl (feat Georgia Alexandra)
00:05:57 | 3. Austin Mahone - What About Love (Suprafive Remix)
00:09:40 | 4. All Night - Paul Lock
https://youtu.be/L8JYdG4G9y8?si=I6le7aYLQ9Inapbq
00:15:11 | 5. Forget You - Paul Lock
https://youtu.be/_vCUb0v1m8A?si=lVb-PNW9JpJhW6EH
00:20:24 | 6. All I Want (Marc Philippe Remix) - Paul Lock
https://youtu.be/1OA1Q4BS_To?si=carWszK9qOC8ps5J
00:23:55 | 7. Losing My Mind - Paul Lock
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00:29:45 | 8. Keep Loving You - Paul Lock, Tommy , Pete Bellis
https://youtu.be/DFZQhJwbc1E?si=HCGsNdSnWIqqN-2J
00:34:04 | 9. Just A Dream - Paul Lock
https://youtu.be/yuE7biiP8Hc?si=fnQXF--M2Iy-uDLP
00:40:03 | 10. Like, Whatever (Original Mix) - Paul Lock
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00:45:39 | 11. Night Into Day (Original Mix) - Paul Lock
https://youtu.be/gVh621r2JjQ?si=78zPn7stfkGkQWk2
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Learn the essentials of working with AI in the cloud from @ExamProChannel. This comprehensive course covers the complete generative AI development lifecycle - from fundamental concepts through practical implementation, including prompt engineering, development tools, deployment, optimization, and advanced topics like RAGs and AI agents.
More course info: https://www.exampro.co/exp-genai-001
โค๏ธ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba)
โญ๏ธ Contents โญ๏ธ
- 00:00:00 Introduction
- 00:54:16 AI and ML Fundamentals
- 03:02:21 Gen AI Primer
- 03:32:55 Data and ML
- 03:47:56 LLM Basics
- 04:12:22 AI Powered Assistants
- 04:24:42 Env Setup
- 06:12:17 Prompt Engineering
- 07:00:25 WorkBenches and Playgrounds
- 07:44:09 Model as a Service
- 08:36:26 LLM DevTools and Workflow
- 11:52:07 AI Code Assistants
- 14:04:37 App Prototyping
- 17:21:06 Containers
- 18:12:43 Serving
- 18:19:51 AI Delivery Platform
- 19:40:45 GenAI Hardware
- 19:50:21 Framework
- 19:51:49 LLM Customization
- 19:52:35 SFT
- 19:56:25 Size Optimization
- 20:26:04 RAGS
- 22:21:19 Agents
๐ Thanks to our Champion and Sponsor supporters:
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MIT 8.04 Quantum Physics I, Spring 2013
View the complete course: http://ocw.mit.edu/8-04S13
Instructor: Allan Adams
In this lecture, Prof. Adams gives a panoramic view on various experimental evidence that indicates the inadequacy of pre-quantum physics. He concludes the lecture with a short discussion on Bell's inequality.
License: Creative Commons BY-NC-SA
More information at http://ocw.mit.edu/terms
More courses at http://ocw.mit.edu