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Even though Stochastic Gradient Descent sounds fancy, it is just a simple addition to "regular" Gradient Descent. This video sets up the problem that Stochastic Gradient Descent solves and then shows how it does it. Along the way, we discuss situations where Stochastic Gradient Descent is most useful, and some cool features that aren't that obvious. NOTE: There is a small typo at 9:03. The values for the intercept and slope should be the most recent estimates, 0.86 and 0.68, instead of the original random values, 0 and 1. NOTE: This StatQuest assumes you already understand "regular" Gradient Descent. If not, check out the 'Quest: 🤍 When I was researching Stochastic Gradient Descent, I found a ton of cool websites that provided lots of details. Here are some of my favorites: Sebastian Ruder has a nice write-up: 🤍 ...as the Usupervised Feature Learning and Deep Learning Tutorial: 🤍 For a complete index of all the StatQuest videos, check out: 🤍 If you'd like to support StatQuest, please consider... Buying The StatQuest Illustrated Guide to Machine Learning!!! PDF - 🤍 Paperback - 🤍 Kindle eBook - 🤍 Patreon: 🤍 ...or... YouTube Membership: 🤍 ...a cool StatQuest t-shirt or sweatshirt: 🤍 ...buying one or two of my songs (or go large and get a whole album!) 🤍 ...or just donating to StatQuest! 🤍 Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter: 🤍 Corrections: 9:03. The values for the intercept and slope should be the most recent estimates, 0.86 and 0.68, instead of the original random values, 0 and 1. 9:33 the slope should be 0.7. #statquest #sgd
Dynamo!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Artist: Jefe Thugn Track: "Big Banc Uchies Freestyle" Year: 2020 Location: Chicago, IL Genre: Chicago Latin Drill / Chicano Rap / Latin Trap / Gangster Rap / SGD Drill Rap Shot By: Lethal Lenz Produced By: ? Record Lable: ? Gang Affliction: Spanish Gangster Disciples [SGDz] Folks Gang Jefe Thugn (Chicago, IL): Facebook | 🤍 IG | 🤍 YouTube | 🤍 Twitter | Twitter | 🤍 *For Feature/Booking Contact: jefethugn24🤍icloud.com Chicago Street TV Facebook | 🤍 IG | 🤍 Twitter | 🤍 YouTube | 🤍 Sound Cloud | 🤍 Contact Info | CHICAGOSTREETTV🤍GMAIL.COM LIKE.COMMENT.SHARE.SUBSCRIBE. "CHICAGO STREET TV | THE BEST LATIN HIP HOP IN THE MIDWEST”
Will MYR ever get stronger? 🔴 𝗦𝘁𝗮𝗿𝘁 𝗜𝗻𝘃𝗲𝘀𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗜𝗕𝗞𝗥 ➡️ 🤍 🔴 𝗦𝘁𝗮𝗿𝘁 𝗜𝗻𝘃𝗲𝘀𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗜𝗕𝗞𝗥 ➡️ 🤍 ⬇️ Timestamps: 0:00 → Introduction 0:42 → Economic Fundamentals in MY and SG 3:07 → Monetary Policies in MY vs SG 6:54 → The future of MYR? 9:11 → Conclusion The Malaysian Ringgit has depreciated by about 38% over the past decade, equivalent to an average annual depreciation of about 4%. This depreciation can be attributed to several factors, including economic fundamentals and monetary policies. From an economic perspective, Singapore has outperformed Malaysia in terms of GDP per capita, with Singapore's GDP per capita reaching USD 72,000 compared to Malaysia's USD 11,000 in 2021. While Malaysia possesses natural resources such as oil, gas, palm oil, and rubber, its economy is heavily reliant on global commodity price fluctuations. In contrast, Singapore manages its currency differently. The Monetary Authority of Singapore (MAS) controls the exchange rate rather than relying solely on interest rates. The MAS uses the Singapore Dollar Nominal Effective Exchange Rate (S$NEER), which measures the value of the Sing Dollar against a basket of currencies comprising major trading partners. By adjusting the S$NEER, MAS aims to keep the Sing Dollar at a level that balances affordability of imports with competitiveness of exports. This strategy has helped Singapore withstand the impact of US interest rate hikes and maintain a strong currency. — ❗️USEFUL LINKS❗️ ✅Start Investing in the U.S. market now!👇🏻 🤍 ✅Full Interactive Brokers Playlist👇🏻 🤍 ✅Beginner's Step-By-Step Playlist to Start Investing 👇🏻 🤍 ✅Exchange-Traded Funds (ETFs) Playlist 👇🏻 🤍 ✅🎥All the gears that I use to make my YouTube videos: 🤍 — SOCIAL MEDIA LINKS 🔵Facebook → 🤍 🟣Instagram → 🤍 🐦Twitter → 🤍 🌐Website → 🤍 💭Telegram → 🤍 🏠Discord → 🤍 MYR SGD Malaysian Ringgit Singapore Dolars Malaysian Ringgit depreciation Singapore Dollar strength Malaysia Singapore Ringgit Economic fundamentals Malaysia GDP per capita Malaysia Singapore FDI comparison Malaysia Singapore Trade openness rankings Credit ratings Singapore Malaysia Currency management Malaysia Interest rate hikes currency depreciation Monetary policies Singapore Exchange rate management Singapore Currency basket SGD performance Future outlook Ringgit Political stability currency Economic policy changes Malaysia Role of US interest rate hikes on currencies MAS exchange rate policy Currency pegging pros and cons Hedging against currency depreciation #MYR #SGD #MalaysianRinggit #SingaporeDollar #RinggitDepreciation #EconomicFundamentals #GDPComparison #MYRvsSGD #InterestRateHikes #MonetaryPolicies #ForeignCurrencyExchange — Disclaimer: This content is provided by a paid Influencer of Interactive Brokers. Influencer is not employed by, partnered with, or otherwise affiliated with Interactive Brokers in any additional fashion. This content represents the opinions of Influencer, which are not necessarily shared by Interactive Brokers. The experiences of the Influencer may not be representative of other customers, and nothing within this content is a guarantee of future performance or success. None of the information contained herein constitutes a recommendation, promotion, offer, or solicitation of an offer by Interactive Brokers to buy, sell or hold any security, financial product or instrument or to engage in any specific investment strategy. Investment involves risks. Investors should obtain their own independent financial advice and understand the risks associated with investment products and services before making investment decisions. Risk disclosure statements can be found on the Interactive Brokers website. Interactive Brokers is a FINRA registered broker and SIPC member, as well as a National Futures Association registered Futures Commission Merchant. Interactive Brokers provides execution and clearing services to its customers. For more information regarding Interactive Brokers or any Interactive Brokers products or services referred to in this video, please visit 🤍interactivebrokers.com.
SGD présente son dernier clip: "Vérité" Dans le cadre du concours Clip Clap 4 organisé par l'association Echos d'en Bas. Prod: 🤍legarsdufondprod3677 Réal: RUSH
Manmauji | Official Music Video | Gaurav Parashari | SGD Music Featuring : Gaurav Parashari, Soumya Keshari, Sachin Saxena, Arjun Kushwaha, Sheeba Sayyed Subscribe Now - 🤍 Also, Listen the song on: Deezer: 🤍 iTunes: 🤍 Apple Music : 🤍 JioSaavn: 🤍 Wynkk : 🤍 Create Reels: 🤍 Producer: Geetika Tiwari Associate Producer: Vishal Mishra Director: Sawrabh Singgh Singer: Gaurav Parashari Lyrics: Suraj Mahendra Music Director: Suraj Mahendra Director of Photography: Amit Singh First Assistant : Ashi Agrawal Mix & Master: Saksham Semwal Recording Studio: SGD Universal Editor: Vishal Singh DI Studio: Eye Focus Studio ( Vijay Dinesh) Colorist: Krishna Mehta Drone Operator: Prem Kamble Executive Producer: Vishnu Bansal Production: Bioscope Pictures & Eminent Pictures Poster Design: Monty Basu Choreographer: Sawrabh Singgh Also, Follow us for More Updates: Instagram- 🤍 Facebook - 🤍 Snapchat: 🤍 Moj: 🤍 #sgdmusic #gauravparashari #manmauji #teaser #friendship #bollywoodsongs #friendssong
Below are the various playlist created on ML,Data Science and Deep Learning. Please subscribe and support the channel. Happy Learning! Deep Learning Playlist: 🤍 Data Science Projects playlist: 🤍 NLP playlist: 🤍 Statistics Playlist: 🤍 Feature Engineering playlist: 🤍 Computer Vision playlist: 🤍 Data Science Interview Question playlist: 🤍 You can buy my book on Finance with Machine Learning and Deep Learning from the below url amazon url: 🤍 🙏🙏🙏🙏🙏🙏🙏🙏 YOU JUST NEED TO DO 3 THINGS to support my channel LIKE SHARE & SUBSCRIBE TO MY YOUTUBE CHANNEL
SGD Latin Rapper SGD & MLD Latin Rapper Grimy Gang Kilo "Bop Out" Jefe Thugn (Chicago, IL): Facebook | 🤍 IG | 🤍 YouTube | 🤍 Twitter | Twitter | 🤍 Grimy Kilo Gang (Chicago, IL): Facebook | 🤍 IG | 🤍 Twitter | 🤍 Soundcloud | 🤍 YouTube | 🤍 Google+ | 🤍 Shot By: Future Vizion Chicago Street TV Facebook | 🤍 IG | 🤍 Twitter | 🤍 Sound Cloud | 🤍 Contact Info | CHICAGOSTREETTV🤍GMAIL.COM LIKE.COMMENT.SHARE.SUBSCRIBE. "CHICAGO STREET TV | THE BEST LATIN HIP HOP IN THE MIDWEST”
If Singapore has so much debt, how it keeps the local currency, the Singapore dollar, or SGD, so strong? Today, one US dollar can be exchanged for 1.4 Singapore dollars. In a globally unstable situation, such results are making one wonder how a tiny nation with a population of about 5.6 million people can secure exchange rates. Support Business Strategy: ✔ YouTube ► shorturl.at/ckru2 🔗Source list for the video: 🤍 DISCLAIMER: All of my strategies, and news coverage are based on my own opinions alone and are only done for entertainment purposes. #singapore #dollar
BZ & Young Jefe Represnt Spanish Gangster Disciples [SGD] Follow Young Jefe Online ↓↓↓↓ Hit That🔔To Get Notification Updates Young Jefe (Chicago, IL): IG | 🤍 Facebook | 🤍 YouTube | 🤍 Twitter | 🤍 BZ (Chicago, IL): *For Booking/Features contact: chrismedrano18🤍gmail.com Shot By: Gilbert Pook Jr Chicago Street TV Facebook | 🤍 IG | 🤍 Twitter | 🤍 Sound Cloud | 🤍 Contact Info | CHICAGOSTREETTV🤍GMAIL.COM LIKE.COMMENT.SHARE.SUBSCRIBE. "CHICAGO STREET TV | THE BEST LATIN HIP HOP IN THE MIDWEST"
WSB Singapore seeks to empower and motivate the Singapore dance community. This platform gives dancers a chance to battle it out for the title and a chance to represent at the WSB International Championship in Australia. CLICK THIS 🤍 INSTAGRAM 🤍 FACEBOOK 🤍 EMAIL info.wsbsg🤍gmail.com Filmed & Edited by: 🤍RPProds.com
Written & Perfomed: Slow Burn 1309, Gabb & Dvzed Produced: 7 Recorded: 🤍GreatRecordsMostHighMadeIt Mixed & Mastered: Dvzed Track Art: Jz Planet Special Thanks to: Great Records Godfather Chubasco Batang Villamor #SLOWBURN #SGD #GREATRECORDS
MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Suvrit Sra View the complete course: 🤍 YouTube Playlist: 🤍 Professor Suvrit Sra gives this guest lecture on stochastic gradient descent (SGD), which randomly selects a minibatch of data at each step. The SGD is still the primary method for training large-scale machine learning systems. License: Creative Commons BY-NC-SA More information at 🤍 More courses at 🤍
CONNECT: Resolution Snapped back to the inception, the protagonist inspects at a preview of the next moment. He spirals deep into the rabbithole and journeys across the wonderland. Hanging by a thread, he clings on to understand these connections. Does the protagonist find resolution? Created by Ronnie Chen Directed by SGD Choreographed by SGD Dancers Ry Benzo Ronnie Chen Liew Kai Lin Chantal Wan Carmen Leong Lester Fisherman Sebastian Toofrigginyummy Director of photography / Editor Richard Prayoga Gaffer Wen Jun Sam Grip Taufiq Music “Self Care” by Mac Miller
Lion City Dance Convention Organized by Active Groove, Recognize Studio & Legacy Dance Co. Judges: Alif Aircho Xiao Mei Aju Chan Ah Lee Jean Tan Filmed by Wen Jun Sam & TK Edited by Richard Prayoga Thumbnail Photo by Taufiq & Jezz Thumbnail Design by Richard Prayoga = OUR FILM MAKING GEAR: • 🤍 CONNECT WITH US! • Subscribe to our YouTube: 🤍 • Like us on Facebook: 🤍 • Instagram: 🤍 • Twitter: 🤍 = © RPProductions 2022
In this post I’ll talk about simple addition to classic SGD algorithm, called momentum which almost always works better and faster than Stochastic Gradient Descent. Momentum or SGD with momentum is method which helps accelerate gradients vectors in the right directions, thus leading to faster converging. It is one of the most popular optimization algorithms and many state-of-the-art models are trained using it. Before jumping over to the update equations of the algorithm, let’s look at some math that underlies the work of momentum. Below are the various playlist created on ML,Data Science and Deep Learning. Please subscribe and support the channel. Happy Learning! Deep Learning Playlist: 🤍 Data Science Projects playlist: 🤍 NLP playlist: 🤍 Statistics Playlist: 🤍 Feature Engineering playlist: 🤍 Computer Vision playlist: 🤍 Data Science Interview Question playlist: 🤍 You can buy my book on Finance with Machine Learning and Deep Learning from the below url amazon url: 🤍 🙏🙏🙏🙏🙏🙏🙏🙏 YOU JUST NEED TO DO 3 THINGS to support my channel LIKE SHARE & SUBSCRIBE TO MY YOUTUBE CHANNEL
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![🔱 BZ & Young Thugn - Spanish Gangster Disciple [Chicago SGD Gang Drill Trap Rap]](https://i.ytimg.com/vi/n2jfqgRdxow/mqdefault.jpg "🔱 BZ & Young Thugn - Spanish Gangster Disciple [Chicago SGD Gang Drill Trap Rap]")
![Slow Burn 1309 - SGD (feat. GABB & DVZED) [Visualizer]](https://i.ytimg.com/vi/L1uMnDTmCNc/mqdefault.jpg "Slow Burn 1309 - SGD (feat. GABB & DVZED) [Visualizer]")
![SGD [2nd Place] | Open Cat Showcase | Lion City Dance Convention 2022](https://i.ytimg.com/vi/t9k1NiKx7ro/mqdefault.jpg "SGD [2nd Place] | Open Cat Showcase | Lion City Dance Convention 2022")
