-
Transformer models and BERT model: Overview
Watch this video to learn about the Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model. You learn about the main components of the Transformer architecture, and the different tasks that BERT can be used for, such as text classification, question answering, and natural language inference.
Enroll on Google Cloud Skills Boost to view the lab walkthrough and participate in a hands-on lab!
Enroll on Google Cloud Skills Boost → https://goo.gle/3Wk3jnC
View the Generative AI Learning path playlist → https://goo.gle/LearnGenAI
Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech
published: 05 Jun 2023
-
BERT Neural Network - EXPLAINED!
Understand the BERT Transformer in and out.
Follow me on M E D I U M: https://towardsdatascience.com/likelihood-probability-and-the-math-you-should-know-9bf66db5241b
Please subscribe to keep me alive: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1
PLAYLISTS FROM MY CHANNEL
⭕ Reinforcement Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9kS--NgVz0EPNyEmygV1Ha&si;=AuThDZJwG19cgTA8
Natural Language Processing: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE&si;=LsVy8RDPu8jeO-cc
⭕ Transformers from Scratch: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE
⭕ ChatGPT Playlist: https://youtube.com/playlist?list=PLTl9hO2Oobd9coYT6XsTraTBo4pL1j4HJ
⭕ Convolutional Neural Networks: https://youtube.com/playlist?list=PLTl9hO2Oobd9U0XHz62Lw6E...
published: 04 May 2020
-
PART #301 PAG SUNDO NI ABEL KUYA BERT BIGLANG LUMITAW #critical
published: 01 Nov 2024
-
Bert & Lulu's Contemporary 4-Room HDB Resale Home Tour! | Get ID
We’re so happy for Bert & Lulu, who have just moved into their newly renovated home as first-time homeowners! It’s always amazing when a home perfectly reflects its owners, and we love how this home captures Bert & Lulu’s vibrant personalities. AGAIN! Congratulations are in order! 3 days after this video goes live, it’ll be their wedding day! Let us be the first to wish this happy couple a blessed marriage in the comments! 😍
Props to all the vendors who contributed to this project and a special thanks to Hashtag Interior & Natalie for their detailed work! If you’re interested to work with Hashtag Interior, flash this video/mention ‘OverkillxBert&Lulu;’ during your appointment & bring along your floor plan to receive a $100 Azora cash voucher & 3D Sketch Up Model! WhatsApp 8950 5897 to fix ...
published: 14 Sep 2024
-
What is BERT? | Deep Learning Tutorial 46 (Tensorflow, Keras & Python)
What is BERT (Bidirectional Encoder Representations From Transformers) and how it is used to solve NLP tasks? This video provides a very simple explanation of it. I am not going to go in details of how transformer based architecture works etc but instead I will go over an overview where you understand the usage of BERT in NLP tasks. In coding section we will generate sentence and word embeddings using BERT for some sample text.
We will cover various topics such as,
* Word2vec vc BERT
* How BERT is trained on masked language model and next sentence completion task
⭐️ Timestamps ⭐️
00:00 Introduction
00:39 Theory
11:00 Coding in tensorflow
Code: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/46_BERT_intro/bert_intro.ipynb
BERT article: http://jalammar.github.io...
published: 22 Jul 2021
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What is BERT and how does it work? | A Quick Review
BERT is a versatile language model that can be easily fine-tuned to many language tasks. But how has it learned the language so well? And what is a language model? And what does it mean to fine-tune a model?
Want to give AssemblyAI’s automatic speech-to-text transcription API a try? Get your free API token here 👇
https://www.assemblyai.com/?utm_source=youtube&utm;_medium=referral&utm;_campaign=yt_mis_15
We learn all that in this video.
What are Transformers? - https://youtu.be/_UVfwBqcnbM
What is GPT-3 and how does it work? - https://youtu.be/xB6hZwYsV2c
Source code of BERT - https://github.com/google-research/bert
published: 17 Jan 2022
-
Sesame Street: Best Bert and Ernie Moments Compilation | 60 Mins
What better way to celebrate National Best Friends Day than with our favorite best buddies Bert and Ernie! From calling for fishies to dancing themselves to sleep, let's celebrate our favorite best friends with this Best Bert and Ernie Moments compilation!
--
Subscribe to the Sesame Street Channel here: http://www.youtube.com/subscription_center?add_user=SesameStreet
For more fun games and videos for your preschooler in a safe, child-friendly environment, visit us at http://www.sesamestreet.org
Sesame Street is a production of Sesame Workshop, a nonprofit educational organization. The Workshop produces Sesame Street programs, seen in over 150 countries, and other acclaimed shows, including The Electric Company. Beyond television, the Workshop produces content for multiple media p...
published: 10 Jun 2022
-
Transformers, explained: Understand the model behind GPT, BERT, and T5
Dale’s Blog → https://goo.gle/3xOeWoK
Classify text with BERT → https://goo.gle/3AUB431
Over the past five years, Transformers, a neural network architecture, have completely transformed state-of-the-art natural language processing. Want to translate text with machine learning? Curious how an ML model could write a poem or an op ed? Transformers can do it all. In this episode of Making with ML, Dale Markowitz explains what transformers are, how they work, and why they’re so impactful. Watch to learn how you can start using transformers in your app!
Chapters:
0:00 - Intro
0:51 - What are transformers?
3:18 - How do transformers work?
7:41 - How are transformers used?
8:35 - Getting started with transformers
Watch more episodes of Making with Machine Learning → https://goo.gle/2YysJRY
...
published: 18 Aug 2021
-
The Bert Show Takes On The Blind Halloween Candy Taste Test!
You THINK you have a favorite candy...but would you be able to identify it in a row of other candies? The Bert Show is gonna try!
---
Listen to more of The Bert Show on our podcast! New episodes drop every weekday - stream & subscribe for free on all major podcasting platforms!
Apple: https://apple.co/38jK6sd
Spotify: https://spoti.fi/37Au8w1
Google Podcasts: https://bit.ly/3idC0ZL
Stitcher: https://bit.ly/3ycMONc
Other platforms: http://thebertshow.com/podcast
published: 31 Oct 2024
-
Sesame Street: Bert and Ernie's Fish Call
Ernie teaches Bert a unique way of fishing with his loud fish call. Will Bert be able to master his "Here Fishy Fishy Fishy!" like Ernie?
--
If you're watching videos with your preschooler and would like to do so in a safe, child-friendly environment, please join us at http://www.sesamestreet.org
Sesame Street is a production of Sesame Workshop, a nonprofit educational organization which also produces Pinky Dinky Doo, The Electric Company, and other programs for children around the world.
published: 10 Jul 2009
11:38
Transformer models and BERT model: Overview
Watch this video to learn about the Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model. You learn about the m...
Watch this video to learn about the Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model. You learn about the main components of the Transformer architecture, and the different tasks that BERT can be used for, such as text classification, question answering, and natural language inference.
Enroll on Google Cloud Skills Boost to view the lab walkthrough and participate in a hands-on lab!
Enroll on Google Cloud Skills Boost → https://goo.gle/3Wk3jnC
View the Generative AI Learning path playlist → https://goo.gle/LearnGenAI
Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech
https://wn.com/Transformer_Models_And_Bert_Model_Overview
Watch this video to learn about the Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model. You learn about the main components of the Transformer architecture, and the different tasks that BERT can be used for, such as text classification, question answering, and natural language inference.
Enroll on Google Cloud Skills Boost to view the lab walkthrough and participate in a hands-on lab!
Enroll on Google Cloud Skills Boost → https://goo.gle/3Wk3jnC
View the Generative AI Learning path playlist → https://goo.gle/LearnGenAI
Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech
- published: 05 Jun 2023
- views: 102345
11:37
BERT Neural Network - EXPLAINED!
Understand the BERT Transformer in and out.
Follow me on M E D I U M: https://towardsdatascience.com/likelihood-probability-and-the-math-you-should-know-9bf66d...
Understand the BERT Transformer in and out.
Follow me on M E D I U M: https://towardsdatascience.com/likelihood-probability-and-the-math-you-should-know-9bf66db5241b
Please subscribe to keep me alive: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1
PLAYLISTS FROM MY CHANNEL
⭕ Reinforcement Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9kS--NgVz0EPNyEmygV1Ha&si;=AuThDZJwG19cgTA8
Natural Language Processing: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE&si;=LsVy8RDPu8jeO-cc
⭕ Transformers from Scratch: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE
⭕ ChatGPT Playlist: https://youtube.com/playlist?list=PLTl9hO2Oobd9coYT6XsTraTBo4pL1j4HJ
⭕ Convolutional Neural Networks: https://youtube.com/playlist?list=PLTl9hO2Oobd9U0XHz62Lw6EgIMkQpfz74
⭕ The Math You Should Know : https://youtube.com/playlist?list=PLTl9hO2Oobd-_5sGLnbgE8Poer1Xjzz4h
⭕ Probability Theory for Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9bPcq0fj91Jgk_-h1H_W3V
⭕ Coding Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd82vcsOnvCNzxrZOlrz3RiD
MATH COURSES (7 day free trial)
📕 Mathematics for Machine Learning: https://imp.i384100.net/MathML
📕 Calculus: https://imp.i384100.net/Calculus
📕 Statistics for Data Science: https://imp.i384100.net/AdvancedStatistics
📕 Bayesian Statistics: https://imp.i384100.net/BayesianStatistics
📕 Linear Algebra: https://imp.i384100.net/LinearAlgebra
📕 Probability: https://imp.i384100.net/Probability
OTHER RELATED COURSES (7 day free trial)
📕 ⭐ Deep Learning Specialization: https://imp.i384100.net/Deep-Learning
📕 Python for Everybody: https://imp.i384100.net/python
📕 MLOps Course: https://imp.i384100.net/MLOps
📕 Natural Language Processing (NLP): https://imp.i384100.net/NLP
📕 Machine Learning in Production: https://imp.i384100.net/MLProduction
📕 Data Science Specialization: https://imp.i384100.net/DataScience
📕 Tensorflow: https://imp.i384100.net/Tensorflow
REFERENCES
[1] BERT main paper: https://arxiv.org/pdf/1810.04805.pdf
[1] BERT in google search: https://blog.google/products/search/search-language-understanding-bert
[2] Overview of BERT: https://arxiv.org/pdf/2002.12327v1.pdf
[4] BERT word embeddings explained: https://medium.com/@_init_/why-bert-has-3-embedding-layers-and-their-implementation-details-9c261108e28a
[5] More details of BERT in this amazing blog: https://towardsdatascience.com/bert-explained-state-of-the-art-language-model-for-nlp-f8b21a9b6270
[6] Stanford lecture slides on BERT: https://nlp.stanford.edu/seminar/details/jdevlin.pdf
https://wn.com/Bert_Neural_Network_Explained
Understand the BERT Transformer in and out.
Follow me on M E D I U M: https://towardsdatascience.com/likelihood-probability-and-the-math-you-should-know-9bf66db5241b
Please subscribe to keep me alive: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1
PLAYLISTS FROM MY CHANNEL
⭕ Reinforcement Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9kS--NgVz0EPNyEmygV1Ha&si;=AuThDZJwG19cgTA8
Natural Language Processing: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE&si;=LsVy8RDPu8jeO-cc
⭕ Transformers from Scratch: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE
⭕ ChatGPT Playlist: https://youtube.com/playlist?list=PLTl9hO2Oobd9coYT6XsTraTBo4pL1j4HJ
⭕ Convolutional Neural Networks: https://youtube.com/playlist?list=PLTl9hO2Oobd9U0XHz62Lw6EgIMkQpfz74
⭕ The Math You Should Know : https://youtube.com/playlist?list=PLTl9hO2Oobd-_5sGLnbgE8Poer1Xjzz4h
⭕ Probability Theory for Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9bPcq0fj91Jgk_-h1H_W3V
⭕ Coding Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd82vcsOnvCNzxrZOlrz3RiD
MATH COURSES (7 day free trial)
📕 Mathematics for Machine Learning: https://imp.i384100.net/MathML
📕 Calculus: https://imp.i384100.net/Calculus
📕 Statistics for Data Science: https://imp.i384100.net/AdvancedStatistics
📕 Bayesian Statistics: https://imp.i384100.net/BayesianStatistics
📕 Linear Algebra: https://imp.i384100.net/LinearAlgebra
📕 Probability: https://imp.i384100.net/Probability
OTHER RELATED COURSES (7 day free trial)
📕 ⭐ Deep Learning Specialization: https://imp.i384100.net/Deep-Learning
📕 Python for Everybody: https://imp.i384100.net/python
📕 MLOps Course: https://imp.i384100.net/MLOps
📕 Natural Language Processing (NLP): https://imp.i384100.net/NLP
📕 Machine Learning in Production: https://imp.i384100.net/MLProduction
📕 Data Science Specialization: https://imp.i384100.net/DataScience
📕 Tensorflow: https://imp.i384100.net/Tensorflow
REFERENCES
[1] BERT main paper: https://arxiv.org/pdf/1810.04805.pdf
[1] BERT in google search: https://blog.google/products/search/search-language-understanding-bert
[2] Overview of BERT: https://arxiv.org/pdf/2002.12327v1.pdf
[4] BERT word embeddings explained: https://medium.com/@_init_/why-bert-has-3-embedding-layers-and-their-implementation-details-9c261108e28a
[5] More details of BERT in this amazing blog: https://towardsdatascience.com/bert-explained-state-of-the-art-language-model-for-nlp-f8b21a9b6270
[6] Stanford lecture slides on BERT: https://nlp.stanford.edu/seminar/details/jdevlin.pdf
- published: 04 May 2020
- views: 415200
44:41
Bert & Lulu's Contemporary 4-Room HDB Resale Home Tour! | Get ID
We’re so happy for Bert & Lulu, who have just moved into their newly renovated home as first-time homeowners! It’s always amazing when a home perfectly reflects...
We’re so happy for Bert & Lulu, who have just moved into their newly renovated home as first-time homeowners! It’s always amazing when a home perfectly reflects its owners, and we love how this home captures Bert & Lulu’s vibrant personalities. AGAIN! Congratulations are in order! 3 days after this video goes live, it’ll be their wedding day! Let us be the first to wish this happy couple a blessed marriage in the comments! 😍
Props to all the vendors who contributed to this project and a special thanks to Hashtag Interior & Natalie for their detailed work! If you’re interested to work with Hashtag Interior, flash this video/mention ‘OverkillxBert&Lulu;’ during your appointment & bring along your floor plan to receive a $100 Azora cash voucher & 3D Sketch Up Model! WhatsApp 8950 5897 to fix an appointment.
*Promo Deck:* https://bit.ly/BertandLuluHomeTourPromoDeck
TIMESTAMPS:
0:00 Introduction
0:46 Before Transformation
1:01 Floor Plan & Fact Sheet
1:12 Entrance
2:24 Foyer
4:53 Living Room
11:31 Dining Room
20:03 Kitchen
25:26 Service Yard
26:57 Common Corridor
27:41 Common Toilet
29:25 Guest Room
31:39 Master Bedroom
35:46 Master Toilet
37:30 Home B-rolls (Montage Song - By Bert & Lulu)
38:01 Smart Home Features
39:25 Post-Reno Cleaning
40:27 Wrap Up
SPECIAL THANKS:
Hashtag Interior
https://bit.ly/OKHashtagInterior
AN Digital Lock
https://bit.ly/OK-AnDigitalLock
Quote 'OVERKILL50' for $50 off any Digital Door Locks & Quote 'OVERKILL100' for $100 off Marvel Digital Door Locks. Valid till 31/01/25.
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Quote 'OVERKILL' for 10% off when you visit their showroom. Valid till 31/10/24.
Comfort Design Furniture
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Quote 'OVERKILLBERT&LULU;' for 10% off all regular priced items. Valid till 14/10/24.
Crestar Fans
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Quote 'OVERKILL' for a FREE Halo Air Purifier (Worth $599) when u spend above $2000. Valid till 31/12/24.
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Quote 'OVERKILL50' for $50 off with a min. spend of $500. Valid till 31/12/24.
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Quote 'OVERKILL' for 10% off your cart on their website with no min. spend. Valid till 14/11/24.
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Quote 'OVERKILL' & win a lucky draw at 8DOORS showroom with a min. spend of 3 VELTO doors. Valid till 14/11/24.
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Quote 'SPARKCLEANZ15' to enjoy a 15% discount on our One-Time Deep Cleaning or Housekeeping Service. Valid till 30/11/24.
Find us on IG:
Overkill - https://www.instagram.com/overkillsg/
Ryan - https://www.instagram.com/ryanxgo/
Bert & Lulu - https://www.instagram.com/bertandlulu/
Bert - https://www.instagram.com/hubertyuzhe/
Lulu - https://www.instagram.com/marilynmonru/
LOGO ANIMATION
Animated Logo Animation
https://www.instagram.com/crave.fx
EMAIL
For Overkill business enquiries: business@overkill.sg
https://wn.com/Bert_Lulu's_Contemporary_4_Room_Hdb_Resale_Home_Tour_|_Get_Id
We’re so happy for Bert & Lulu, who have just moved into their newly renovated home as first-time homeowners! It’s always amazing when a home perfectly reflects its owners, and we love how this home captures Bert & Lulu’s vibrant personalities. AGAIN! Congratulations are in order! 3 days after this video goes live, it’ll be their wedding day! Let us be the first to wish this happy couple a blessed marriage in the comments! 😍
Props to all the vendors who contributed to this project and a special thanks to Hashtag Interior & Natalie for their detailed work! If you’re interested to work with Hashtag Interior, flash this video/mention ‘OverkillxBert&Lulu;’ during your appointment & bring along your floor plan to receive a $100 Azora cash voucher & 3D Sketch Up Model! WhatsApp 8950 5897 to fix an appointment.
*Promo Deck:* https://bit.ly/BertandLuluHomeTourPromoDeck
TIMESTAMPS:
0:00 Introduction
0:46 Before Transformation
1:01 Floor Plan & Fact Sheet
1:12 Entrance
2:24 Foyer
4:53 Living Room
11:31 Dining Room
20:03 Kitchen
25:26 Service Yard
26:57 Common Corridor
27:41 Common Toilet
29:25 Guest Room
31:39 Master Bedroom
35:46 Master Toilet
37:30 Home B-rolls (Montage Song - By Bert & Lulu)
38:01 Smart Home Features
39:25 Post-Reno Cleaning
40:27 Wrap Up
SPECIAL THANKS:
Hashtag Interior
https://bit.ly/OKHashtagInterior
AN Digital Lock
https://bit.ly/OK-AnDigitalLock
Quote 'OVERKILL50' for $50 off any Digital Door Locks & Quote 'OVERKILL100' for $100 off Marvel Digital Door Locks. Valid till 31/01/25.
KEDING
https://bit.ly/OKKeding
Surface Emporium
https://bit.ly/OKSurfaceEmporium
Quote 'OVERKILL' for 10% off when you visit their showroom. Valid till 31/10/24.
Comfort Design Furniture
https://bit.ly/GLComfortDesign
Quote 'OVERKILLBERT&LULU;' for 10% off all regular priced items. Valid till 14/10/24.
Crestar Fans
https://bit.ly/OKCrestarFan
Quote 'OVERKILL' for a FREE Halo Air Purifier (Worth $599) when u spend above $2000. Valid till 31/12/24.
Secret Furnishing
https://bit.ly/OKSecretFurnishing
Quote 'OVERKILL50' for $50 off with a min. spend of $500. Valid till 31/12/24.
Sol Luminaire
https://bit.ly/GLSolLuminaire
Hisense
https://bit.ly/OKHisenseSg
Quote 'OVERKILL' for 10% off your cart on their website with no min. spend. Valid till 14/11/24.
Coatconut Pte Ltd
https://bit.ly/OKCoatconut
Quote 'OVERKILL' for 10% off all solar film series by RhinePro. Valid till 31/12/24.
Dreame
https://bit.ly/OKDreameShopee
Quote 'DREABERT' for $380 off your purchase of the X40 Ultra Robot Vacuum. Valid till 31/10/24.
Nespresso
https://bit.ly/OKNespresso
Quote 'OVERKILLSG15' for 15% off all Nespresso Vertuo machines and bundles. Valid for online purchases till 30/10/24.
Line8
https://bit.ly/OKline8
Quote 'OVERKILLXLINE8' to get 2 FREE UK adaptors worth over $90, with the purchase of a 2m package! Valid till 31/12/24.
Pretty Major Home
https://bit.ly/OKPrettyMajorHome
Quote 'OVERKILL10' for 10% OFF storewide. Valid till 31/12/24.
Letscool Aircon Engineering Pte Ltd
https://bit.ly/OKLetscool
Quote 'OVERKILL' to receive $100 NTUC & aircon servicing vouchers with the purchase of System 3 or System 4 aircon installation.
LUMOS PROJECTORS
https://bit.ly/OKLumosProjectors
Quote 'LUMOSBLL55OFF' for an exclusive $55 off any purchase of $200 or more. Limited to the first 100 redemptions.
Aurastone
https://bit.ly/OKAurastone
Mayer Marketing Pte Ltd
https://bit.ly/OKMayerSingapore
Quote 'OVERKILL' for $100 off min. spend of $499. Valid till 30/11/24.
Excel Hardware
https://bit.ly/OKexcelhardware
Quote 'OVERKILLVICENZO' for $888.88 off on EXCEL-VICENZO System with a min. spend of $1400. Valid till 30/06/25.
Wells Singapore
https://bit.ly/OKWellsSingapore
Steigen
https://bit.ly/OKSteigen
Quote 'OVERKILL80' for $80 off all Steigen automated laundry systems. Valid till 14/10/24.
Oh My Glass
https://bit.ly/OKOhMyGlass
Quote 'OVERKILL' for a 10% discount on orders of 2 items or more. While stocks last.
8DOORS
https://bit.ly/OK8doors
Quote 'OVERKILL' & win a lucky draw at 8DOORS showroom with a min. spend of 3 VELTO doors. Valid till 14/11/24.
RIGEL
https://bit.ly/OKRigelGroup
Quote 'OK-RIGEL' at the showroom gallery for a special 15% discount on regular-priced items. Valid till 31/12/24.
Woosa Sleep
https://bit.ly/OKWoosa
Quote 'OVERKILL' for 5% off your entire bill at woosasleep.co or at The Woosa Dreamery! Valid till 30/11/24.
Koble SG
https://bit.ly/OKKoblesg
SparkCleanz Pte Ltd
https://bit.ly/OKSparkcleanz
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- published: 14 Sep 2024
- views: 223550
23:03
What is BERT? | Deep Learning Tutorial 46 (Tensorflow, Keras & Python)
What is BERT (Bidirectional Encoder Representations From Transformers) and how it is used to solve NLP tasks? This video provides a very simple explanation of i...
What is BERT (Bidirectional Encoder Representations From Transformers) and how it is used to solve NLP tasks? This video provides a very simple explanation of it. I am not going to go in details of how transformer based architecture works etc but instead I will go over an overview where you understand the usage of BERT in NLP tasks. In coding section we will generate sentence and word embeddings using BERT for some sample text.
We will cover various topics such as,
* Word2vec vc BERT
* How BERT is trained on masked language model and next sentence completion task
⭐️ Timestamps ⭐️
00:00 Introduction
00:39 Theory
11:00 Coding in tensorflow
Code: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/46_BERT_intro/bert_intro.ipynb
BERT article: http://jalammar.github.io/illustrated-bert/
Word2Vec video: https://www.youtube.com/watch?v=hQwFeIupNP0
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm;_medium=yt&utm;_campaign=description&utm;_id=description for my affordable video courses.
Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Machine learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw
🔖Hashtags🔖
#bertmodelnlppython #tensorflowbert #tensorflowberttutorial #bert #bertneuralnetwork #bertdeeplearning #whatisbert #bertnlp #bertindeeplearning #bertmodel #bertmodelnlp
🌎 My Website For Video Courses: https://codebasics.io/?utm_source=description&utm;_medium=yt&utm;_campaign=description&utm;_id=description
Need help building software or data analytics and AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🔗 Discord: https://discord.gg/r42Kbuk
📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/
📸 Instagram: https://www.instagram.com/codebasicshub/
🔊 Facebook: https://www.facebook.com/codebasicshub
📱 Twitter: https://twitter.com/codebasicshub
📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/
📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/
❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.
https://wn.com/What_Is_Bert_|_Deep_Learning_Tutorial_46_(Tensorflow,_Keras_Python)
What is BERT (Bidirectional Encoder Representations From Transformers) and how it is used to solve NLP tasks? This video provides a very simple explanation of it. I am not going to go in details of how transformer based architecture works etc but instead I will go over an overview where you understand the usage of BERT in NLP tasks. In coding section we will generate sentence and word embeddings using BERT for some sample text.
We will cover various topics such as,
* Word2vec vc BERT
* How BERT is trained on masked language model and next sentence completion task
⭐️ Timestamps ⭐️
00:00 Introduction
00:39 Theory
11:00 Coding in tensorflow
Code: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/46_BERT_intro/bert_intro.ipynb
BERT article: http://jalammar.github.io/illustrated-bert/
Word2Vec video: https://www.youtube.com/watch?v=hQwFeIupNP0
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm;_medium=yt&utm;_campaign=description&utm;_id=description for my affordable video courses.
Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Machine learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw
🔖Hashtags🔖
#bertmodelnlppython #tensorflowbert #tensorflowberttutorial #bert #bertneuralnetwork #bertdeeplearning #whatisbert #bertnlp #bertindeeplearning #bertmodel #bertmodelnlp
🌎 My Website For Video Courses: https://codebasics.io/?utm_source=description&utm;_medium=yt&utm;_campaign=description&utm;_id=description
Need help building software or data analytics and AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🔗 Discord: https://discord.gg/r42Kbuk
📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/
📸 Instagram: https://www.instagram.com/codebasicshub/
🔊 Facebook: https://www.facebook.com/codebasicshub
📱 Twitter: https://twitter.com/codebasicshub
📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/
📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/
❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.
- published: 22 Jul 2021
- views: 273881
8:56
What is BERT and how does it work? | A Quick Review
BERT is a versatile language model that can be easily fine-tuned to many language tasks. But how has it learned the language so well? And what is a language mod...
BERT is a versatile language model that can be easily fine-tuned to many language tasks. But how has it learned the language so well? And what is a language model? And what does it mean to fine-tune a model?
Want to give AssemblyAI’s automatic speech-to-text transcription API a try? Get your free API token here 👇
https://www.assemblyai.com/?utm_source=youtube&utm;_medium=referral&utm;_campaign=yt_mis_15
We learn all that in this video.
What are Transformers? - https://youtu.be/_UVfwBqcnbM
What is GPT-3 and how does it work? - https://youtu.be/xB6hZwYsV2c
Source code of BERT - https://github.com/google-research/bert
https://wn.com/What_Is_Bert_And_How_Does_It_Work_|_A_Quick_Review
BERT is a versatile language model that can be easily fine-tuned to many language tasks. But how has it learned the language so well? And what is a language model? And what does it mean to fine-tune a model?
Want to give AssemblyAI’s automatic speech-to-text transcription API a try? Get your free API token here 👇
https://www.assemblyai.com/?utm_source=youtube&utm;_medium=referral&utm;_campaign=yt_mis_15
We learn all that in this video.
What are Transformers? - https://youtu.be/_UVfwBqcnbM
What is GPT-3 and how does it work? - https://youtu.be/xB6hZwYsV2c
Source code of BERT - https://github.com/google-research/bert
- published: 17 Jan 2022
- views: 52509
58:38
Sesame Street: Best Bert and Ernie Moments Compilation | 60 Mins
What better way to celebrate National Best Friends Day than with our favorite best buddies Bert and Ernie! From calling for fishies to dancing themselves to sle...
What better way to celebrate National Best Friends Day than with our favorite best buddies Bert and Ernie! From calling for fishies to dancing themselves to sleep, let's celebrate our favorite best friends with this Best Bert and Ernie Moments compilation!
--
Subscribe to the Sesame Street Channel here: http://www.youtube.com/subscription_center?add_user=SesameStreet
For more fun games and videos for your preschooler in a safe, child-friendly environment, visit us at http://www.sesamestreet.org
Sesame Street is a production of Sesame Workshop, a nonprofit educational organization. The Workshop produces Sesame Street programs, seen in over 150 countries, and other acclaimed shows, including The Electric Company. Beyond television, the Workshop produces content for multiple media platforms on a wide range of issues including literacy and numeracy, emotional wellbeing, health and wellness, and respect and understanding. Learn more at http://www.sesamestreet.org.
https://wn.com/Sesame_Street_Best_Bert_And_Ernie_Moments_Compilation_|_60_Mins
What better way to celebrate National Best Friends Day than with our favorite best buddies Bert and Ernie! From calling for fishies to dancing themselves to sleep, let's celebrate our favorite best friends with this Best Bert and Ernie Moments compilation!
--
Subscribe to the Sesame Street Channel here: http://www.youtube.com/subscription_center?add_user=SesameStreet
For more fun games and videos for your preschooler in a safe, child-friendly environment, visit us at http://www.sesamestreet.org
Sesame Street is a production of Sesame Workshop, a nonprofit educational organization. The Workshop produces Sesame Street programs, seen in over 150 countries, and other acclaimed shows, including The Electric Company. Beyond television, the Workshop produces content for multiple media platforms on a wide range of issues including literacy and numeracy, emotional wellbeing, health and wellness, and respect and understanding. Learn more at http://www.sesamestreet.org.
- published: 10 Jun 2022
- views: 2280905
9:11
Transformers, explained: Understand the model behind GPT, BERT, and T5
Dale’s Blog → https://goo.gle/3xOeWoK
Classify text with BERT → https://goo.gle/3AUB431
Over the past five years, Transformers, a neural network architecture, ...
Dale’s Blog → https://goo.gle/3xOeWoK
Classify text with BERT → https://goo.gle/3AUB431
Over the past five years, Transformers, a neural network architecture, have completely transformed state-of-the-art natural language processing. Want to translate text with machine learning? Curious how an ML model could write a poem or an op ed? Transformers can do it all. In this episode of Making with ML, Dale Markowitz explains what transformers are, how they work, and why they’re so impactful. Watch to learn how you can start using transformers in your app!
Chapters:
0:00 - Intro
0:51 - What are transformers?
3:18 - How do transformers work?
7:41 - How are transformers used?
8:35 - Getting started with transformers
Watch more episodes of Making with Machine Learning → https://goo.gle/2YysJRY
Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech
#MakingwithMachineLearning #MakingwithML
product: Cloud - General; fullname: Dale Markowitz; re_ty: Publish;
https://wn.com/Transformers,_Explained_Understand_The_Model_Behind_Gpt,_Bert,_And_T5
Dale’s Blog → https://goo.gle/3xOeWoK
Classify text with BERT → https://goo.gle/3AUB431
Over the past five years, Transformers, a neural network architecture, have completely transformed state-of-the-art natural language processing. Want to translate text with machine learning? Curious how an ML model could write a poem or an op ed? Transformers can do it all. In this episode of Making with ML, Dale Markowitz explains what transformers are, how they work, and why they’re so impactful. Watch to learn how you can start using transformers in your app!
Chapters:
0:00 - Intro
0:51 - What are transformers?
3:18 - How do transformers work?
7:41 - How are transformers used?
8:35 - Getting started with transformers
Watch more episodes of Making with Machine Learning → https://goo.gle/2YysJRY
Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech
#MakingwithMachineLearning #MakingwithML
product: Cloud - General; fullname: Dale Markowitz; re_ty: Publish;
- published: 18 Aug 2021
- views: 961732
14:25
The Bert Show Takes On The Blind Halloween Candy Taste Test!
You THINK you have a favorite candy...but would you be able to identify it in a row of other candies? The Bert Show is gonna try!
---
Listen to more of The Bert...
You THINK you have a favorite candy...but would you be able to identify it in a row of other candies? The Bert Show is gonna try!
---
Listen to more of The Bert Show on our podcast! New episodes drop every weekday - stream & subscribe for free on all major podcasting platforms!
Apple: https://apple.co/38jK6sd
Spotify: https://spoti.fi/37Au8w1
Google Podcasts: https://bit.ly/3idC0ZL
Stitcher: https://bit.ly/3ycMONc
Other platforms: http://thebertshow.com/podcast
https://wn.com/The_Bert_Show_Takes_On_The_Blind_Halloween_Candy_Taste_Test
You THINK you have a favorite candy...but would you be able to identify it in a row of other candies? The Bert Show is gonna try!
---
Listen to more of The Bert Show on our podcast! New episodes drop every weekday - stream & subscribe for free on all major podcasting platforms!
Apple: https://apple.co/38jK6sd
Spotify: https://spoti.fi/37Au8w1
Google Podcasts: https://bit.ly/3idC0ZL
Stitcher: https://bit.ly/3ycMONc
Other platforms: http://thebertshow.com/podcast
- published: 31 Oct 2024
- views: 525
2:47
Sesame Street: Bert and Ernie's Fish Call
Ernie teaches Bert a unique way of fishing with his loud fish call. Will Bert be able to master his "Here Fishy Fishy Fishy!" like Ernie?
--
If you're watching...
Ernie teaches Bert a unique way of fishing with his loud fish call. Will Bert be able to master his "Here Fishy Fishy Fishy!" like Ernie?
--
If you're watching videos with your preschooler and would like to do so in a safe, child-friendly environment, please join us at http://www.sesamestreet.org
Sesame Street is a production of Sesame Workshop, a nonprofit educational organization which also produces Pinky Dinky Doo, The Electric Company, and other programs for children around the world.
https://wn.com/Sesame_Street_Bert_And_Ernie's_Fish_Call
Ernie teaches Bert a unique way of fishing with his loud fish call. Will Bert be able to master his "Here Fishy Fishy Fishy!" like Ernie?
--
If you're watching videos with your preschooler and would like to do so in a safe, child-friendly environment, please join us at http://www.sesamestreet.org
Sesame Street is a production of Sesame Workshop, a nonprofit educational organization which also produces Pinky Dinky Doo, The Electric Company, and other programs for children around the world.
- published: 10 Jul 2009
- views: 11783421