Tất Tần Tật Về AI và Machine Learning
Bài viết này tổng hợp các nguồn tham khảo để bạn tìm hiểu về AI và Machine Learning.
8 website để học AI
1. OPEN AI
Nếu bạn muốn học tập và nghiên cứu về AI một cách dễ dàng và thoải mái nhất thì đây là nơi hoàn hảo nhất cho bạn. Open AI là một blog có mục tiêu thúc đẩy trí thông minh kỹ thuật số vì lợi ích của nhân loại, và đó là lý do tại sao họ quyết định làm cho công việc nghiên cứu của họ có thể tiếp cận được với công chúng mà không bị ràng buộc tài chính.
2. MACHINE LEARNING MASTERY
ĐƯỢC TẠO BỞI TIẾN SĨ JASON BROWNLEE, MỘT DEVELOPER CHUYÊN NGHIỆP CÓ NHIỀU BẰNG CẤP CAO VỀ TRÍ TUỆ NHÂN TẠO. ĐÂY LÀ NƠI DÀNH RIÊNG CHO NHỮNG NGƯỜI MỚI BẮT ĐẦU. MỘT SỐ KHÓA HỌC ĐƯỢC CUNG CẤP BỞI BLOG NÀY BAO GỒM APPLIED MACHINE LEARNING PROCESS, MACHINE LEARNING ALGORITHMS, MACHINE LEARNING WITH PYTHON, MACHINE LEARNING WITH R…VV
3. CHATBOT’S LIFE
BẠN ĐANG TÌM KIẾM MỘT BLOG AI GIÀU NỘI DUNG? NẾU VẬY THÌ ĐÂY SẼ LÀ ĐIỂM ĐẾN THÍCH HỢP CỦA BẠN. BẠN CÓ THỂ TÌM THẤY MỘT LOẠT CÁC CÔNG CỤ, KHÓA HỌC BỔ ÍCH TẠI ĐÂY. PHẦN THÚ VỊ NHẤT Ở ĐÂY LÀ PHẦN DỰ ÁN. TRONG PHẦN NÀY, BẠN CÓ THỂ THEO DÕI CÁC DỰ ÁN MỚI NHẤT VÀ BẮT ĐẦU DỰ ÁN CỦA BẠN. NẾU BẠN LÀ MỘT BLOGGER TRONG LĨNH VỰC AI, BẠN CŨNG CÓ THỂ VIẾT BÀI CHO BLOG NÀY.
4. COURSERA
MỘT TRANG RẤT QUEN THUỘC Ở CÁC BÀI VIẾT TRƯỚC ĐÂY CỦA MÌNH NÊN MÌNH CŨNG KHÔNG NÓI THÊM NỮA. ĐÂY LÀ TRANG WEB HÀNG ĐẦU ĐỂ BẠN HỌC MỌI NGÔN NGỮ LẬP TRÌNH
5. SCIENCEDAILY
NẾU BẠN ĐANG CẦN TÌM 1 WEBSITE DẠNG ALL IN ONE THÌ ĐÂY LÀ NƠI BẠN NÊN GHÉ THĂM. ĐÂY LÀ MỘT NƠI BAO GỒM MỌI THỨ VỀ AI, NỔI BẬT NHẤT LÀ TIN TỨC AI. TRANG NÀY CUNG CẤP NHỮNG TIN TỨC MỚI NHẤT VỀ AI CŨNG NHƯ MỌI THỨ KHÁC BẠN CẦN VỀ CHỦ ĐỀ AI.
6. Google AI Blog
Đây là một nơi giải quyết các vấn đề thách thức nhất trong AI và các lĩnh vực liên quan. Blog này bao gồm nhiều lĩnh vực nghiên cứu rộng rãi về AI. Thích hợp cho mọi đối tượng từ mới bắt đầu cho đến chuyên nghiệp.Một nơi không thể bỏ qua cho bất kỳ ai muốn học tập và nghiên cứu về AI và những thứ liên quan.
7. ARTIFICIAL-INTELLIGENCE.BLOG
ARTIFICIAL – INTELLIGENCE BLOG LÀ MỘT BLOG TUYỆT VỜI BAO GỒM CÁC TIN TỨC VỀ TRÍ TUỆ NHÂN TẠO, NGHIÊN CỨU AI, SÁCH – TÀI LIỆU VỀ AI, NHỮNG NGƯỜI TRONG NGÀNH AI, CÁC HỘI NGHỊ VỀ AI VÀ CÁC CÔNG TY TRONG NGÀNH AI. LÀ MỘT BLOG TUYỆT VỜI CHO BẤT CỨ AI QUAN TÂM ĐẾN AI ĐỂ THEO DÕI VÌ NÓ CHỨA RẤT NHIỀU TÀI NGUYÊN RẤT BỔ ÍCH.
8. AI TRENDS
ĐÂY LÀ MỘT NƠI RẤT TUYỆT VỜI VÌ BẠN CÓ THỂ TÌM THẤY NHỮNG GÌ ĐANG THỊNH HÀNH TRONG NGÀNH CÔNG NGHIỆP AI NGAY TỪ TRANG CHỦ. BAO GỒM CÁC DANH MỤC KINH DOANH, ĐẦU TƯ, CÔNG NGHỆ, HỘI THẢO TRÊN WEB, NGHIÊN CỨU VÀ TÀI NGUYÊN. VÌ VẬY, NẾU BẠN ĐANG TÌM KIẾM ĐẦU TƯ, ỨNG DỤNG KINH DOANH VÀ KHỞI NGHIỆP TRONG AI, CŨNG NHƯ CÁC CÔNG NGHỆ NHƯ DỮ BIG DATA, ROBOT, XE TỰ LÁI, NHẬN DẠNG GIỌNG NÓI – KHUÔN MẶT, THÌ HÃY THEO DÕI AI TRENDS.
Và một vài trang web khác:
9. UDEMY
10. LYNDA
11. CHATBOT MAGAZINE
12. TOPBOTS
13. PLURALSIGHT
TOP 5 KÊNH YOUTUBE TỐT NHẤT
1. SIRAJ RAVAL
3. THE ARTIFICIAL INTELLIGENCE CHANNEL
4. LUIS SERRANO
5. ARTIFICIAL INTELLIGENCE — ALL IN ONE
VÀ MỘT SỐ KÊNH KHÁC
6. Deeplearning.ai
7. Arxiv Insights
8. sentdex
9. Deep Learning TV
10. Machine Learning TV
11. Giant Neural Network
12. Google Cloud Platform
13. Machine Learning Conference
14. TechCrunch
15. Crash Course Computer Science
16. Computerphile
17. Engadget
18. The Verge
KHO TÀI NGUYÊN – CÔNG CỤ KHỔNG LỒ
LET’S START WITH THIS:
Abi (www.abi.ai) — Abi is an artificially intelligent health assistant which connects people to doctors for quick advice or in-depth consultations.
Artificial Intelligence for personal use:
PERSONAL / IN-HOME
Ems — helps you find the perfect place to live
Bridge Kitchen — kitchen assistant for turn-by-turn directions in the kitchen
UnifyID — verify your identity by the way you walk, type and sit
Bridge Kitchen — kitchen assistant for turn-by-turn directions in the kitchen
UnifyID — verify your identity by the way you walk, type and sit
WORK
Carly — helps you manage phone calls
ETCH — helps you manage your networks into a searchable database
Findo — Your smart search assistant across email, files &personal cloud
Leap — recommends companies to apply for based on your skills
Lomi — identifies sales leads
Mosaic — helps you write better resumes
Newton — helps you find a dream job
Notion — helps with email overload, organisation and communication
Robby — a better and smarter calendar
Stella — scans for jobs and helps manage your application process
Woo — helps you make smarter decision for your career, anonymously
Aloe — replaces your notes books, diary and meeting preparation material
Wade&Wendy — your career advisor
Nudge.ai — browser widget that helps you learn about people your emailing
ETCH — helps you manage your networks into a searchable database
Findo — Your smart search assistant across email, files &personal cloud
Leap — recommends companies to apply for based on your skills
Lomi — identifies sales leads
Mosaic — helps you write better resumes
Newton — helps you find a dream job
Notion — helps with email overload, organisation and communication
Robby — a better and smarter calendar
Stella — scans for jobs and helps manage your application process
Woo — helps you make smarter decision for your career, anonymously
Aloe — replaces your notes books, diary and meeting preparation material
Wade&Wendy — your career advisor
Nudge.ai — browser widget that helps you learn about people your emailing
SOCIAL
Brightcrowd — helps you find meaningful professional connections
Capsule.ai — recall the good times in life
Dating.ai — dating app with Face Search
ETCH — helps you manage your networks into a searchable database
Eezy — let Eezy take care of your evening so you can take care of having fun
Hashley — ironic hashtag and comment generator for your photos
Hotness.ai — can tell you how hot you are
Nudge.ai — actionable insights and relationship intelligence
Rey — introduces you to people you should really meet (work and play)
Capsule.ai — recall the good times in life
Dating.ai — dating app with Face Search
ETCH — helps you manage your networks into a searchable database
Eezy — let Eezy take care of your evening so you can take care of having fun
Hashley — ironic hashtag and comment generator for your photos
Hotness.ai — can tell you how hot you are
Nudge.ai — actionable insights and relationship intelligence
Rey — introduces you to people you should really meet (work and play)
EDUCATION
Thirdleap — helps children to learn maths
Woogie — the conversational AI robot that makes learning and discovery fun for children
Woogie — the conversational AI robot that makes learning and discovery fun for children
HEALTH / MEDICAL
Abi —a health assistant which connects people to doctors for quick advice
Ada — can help if you’re feeling unwell
Airi — personal health coach
Alz.ai — helps you care for loved ones with Alzheimer’s
Amélie — chatbot for mental health
Bitesnap — food recognition from meal photos to help count calories
doc.ai — makes lab results easy to understand
Gyan — helps you go from symptoms to likely conditions
Joy — helps you track and improve your mental health
Kiwi — helps you to reduce and quit smoking
Tess by X2AI — therapist in your pocket
Sleep.ai — diagnose snoring and tooth grinding
Ada — can help if you’re feeling unwell
Airi — personal health coach
Alz.ai — helps you care for loved ones with Alzheimer’s
Amélie — chatbot for mental health
Bitesnap — food recognition from meal photos to help count calories
doc.ai — makes lab results easy to understand
Gyan — helps you go from symptoms to likely conditions
Joy — helps you track and improve your mental health
Kiwi — helps you to reduce and quit smoking
Tess by X2AI — therapist in your pocket
Sleep.ai — diagnose snoring and tooth grinding
AGENTS — PERSONAL
Amazon Echo / Alexa — everyday personal assistant for in-home
Apple Siri — everyday personal assistant on iPhone and Mac
Cortana — everyday personal assistant on PC and Windows devices
Facebook M — competitors to Siri, Now and Cortana
Fin — a powerful personal assistant
Focus — helps you focus, get tasks done and prioritise your day
Gatebox — a holographic anime assistant in an espresso machine
Google Assistant — everyday personal assistant
Hound — everyday personal assistant
Ling — similar to Amazon Echo
Mycroft — is the world’s first open source voice assistant
Remi — like Siri with an interface
Spoken — virtual assistant with an interface
Viv — like Siri but 10x better
Apple Siri — everyday personal assistant on iPhone and Mac
Cortana — everyday personal assistant on PC and Windows devices
Facebook M — competitors to Siri, Now and Cortana
Fin — a powerful personal assistant
Focus — helps you focus, get tasks done and prioritise your day
Gatebox — a holographic anime assistant in an espresso machine
Google Assistant — everyday personal assistant
Hound — everyday personal assistant
Ling — similar to Amazon Echo
Mycroft — is the world’s first open source voice assistant
Remi — like Siri with an interface
Spoken — virtual assistant with an interface
Viv — like Siri but 10x better
AGENTS — PROFESSIONAL
Clara — meeting scheduling assistant
Julie Desk — meeting scheduling assistant (aimed at C-Suite)
Kono — meeting scheduling assistant
Mimetic — meeting scheduling assistant
My Ally — handles meeting scheduling and manages calendar
SkipFlag — automatically discover and organise your work
Vesper — virtual assistant aimed at C-Suite
x.ai — meeting scheduling assistant
Zoom.ai — personal assistant to help you at work
Julie Desk — meeting scheduling assistant (aimed at C-Suite)
Kono — meeting scheduling assistant
Mimetic — meeting scheduling assistant
My Ally — handles meeting scheduling and manages calendar
SkipFlag — automatically discover and organise your work
Vesper — virtual assistant aimed at C-Suite
x.ai — meeting scheduling assistant
Zoom.ai — personal assistant to help you at work
AGENT — FUN
Fembot — your AI girlfriend
Lifos — dynamic independent entities that interact with the web and social
Replika — your AI friend that you raise through text conversations
Lifos — dynamic independent entities that interact with the web and social
Replika — your AI friend that you raise through text conversations
AGENTS — CHATBOT
Brin — helps you make smarter business decisions
Chatfuel — create a Facebook chatbot in 7 minutes
Luka — chatbot messenger for people and other chatbots
Lyra — monitor analyse your carbon emissions
myWave — chatbot to help you throughout your daily life
Chatfuel — create a Facebook chatbot in 7 minutes
Luka — chatbot messenger for people and other chatbots
Lyra — monitor analyse your carbon emissions
myWave — chatbot to help you throughout your daily life
ENTERTAINMENT / NEWS
Jottr 2 — content and news app that learns what you like and don’t like
News360 3— learns what you enjoy and finds stories you’ll like
News360 3— learns what you enjoy and finds stories you’ll like
TRAVEL
Ada 2 — chatbot that helps you navigate and make decisions
Emma — automatically calculates and adds meeting travel time
ETA — helps you manage travel itineraries and meetings
HelloGbye — book complex trips with simple speech
Mezi —helps with booking flights, hotels, restaurant reservations and more
Nexar — dash cam app that helps you drive safer
Ready — traffic forecaster and travel time prediction
Spatial — reveal the social layer of cities
Emma — automatically calculates and adds meeting travel time
ETA — helps you manage travel itineraries and meetings
HelloGbye — book complex trips with simple speech
Mezi —helps with booking flights, hotels, restaurant reservations and more
Nexar — dash cam app that helps you drive safer
Ready — traffic forecaster and travel time prediction
Spatial — reveal the social layer of cities
VEHICLE
Vinli — turns any car into a smart car
FITNESS
Mara — smarter running app
MUSIC
INSURANCE / LEGAL
SHOPPING
Butler — Order food with voice (Alexa / Google Home)
Entrupy — helps detect if high-end designer products are authentic
Fify — helps you shop for clothing
GoFind — helps you find clothing online by taking a photo
Mode.ai — helps you find clothing online
Entrupy — helps detect if high-end designer products are authentic
Fify — helps you shop for clothing
GoFind — helps you find clothing online by taking a photo
Mode.ai — helps you find clothing online
FINANCE
Abe — fast answers about your finances
Andy — a personal Tax Accountant
Ara — helps you budget
Bond — helps you achieve your financial goals
Mylo — rounds up your everyday purchases and invest the spare change
Olivia — helps you manage your finances
Responsive — institutional-grade active portfolio management
Roger — helps you pay bills easily
Wallet — AI for your daily finance decisions
Xoe.ai — AI lending chatbot
Andy — a personal Tax Accountant
Ara — helps you budget
Bond — helps you achieve your financial goals
Mylo — rounds up your everyday purchases and invest the spare change
Olivia — helps you manage your finances
Responsive — institutional-grade active portfolio management
Roger — helps you pay bills easily
Wallet — AI for your daily finance decisions
Xoe.ai — AI lending chatbot
SOCIAL MEDIA / WEBSITE MANAGEMENT
Firedrop — websites designed automatically, just add content and publish
Hashley — ironic hashtag and comment generator for your photos
Millions.ai — throw content at it and it builds you a website
Oly — selects and helps you publish content to your social media
Signature — build elegant landing pages using your social media content
TheGrid — building websites automatically just by adding content
Zen.ai — personalised recommendations for your Shopify store
Hashley — ironic hashtag and comment generator for your photos
Millions.ai — throw content at it and it builds you a website
Oly — selects and helps you publish content to your social media
Signature — build elegant landing pages using your social media content
TheGrid — building websites automatically just by adding content
Zen.ai — personalised recommendations for your Shopify store
IOT / IIOT
Aerial — home activity, movement and identity sensor
Bridge.ai — smart-home platform focused on speech and sound
Cubic — one place to connect your smart home devices
Grojo — grow room controller and monitoring system
Home — autonomous home operations with connected devices
Hello — helps you monitor and improve your sleep
Josh — whole house voice control
Mycroft — is the world’s first open source voice assistant
Nanit — baby monitor that measures sleep and caregiver interactions
Nest — a range of in-home devices such as Thermostat, security and alarms
Bridge.ai — smart-home platform focused on speech and sound
Cubic — one place to connect your smart home devices
Grojo — grow room controller and monitoring system
Home — autonomous home operations with connected devices
Hello — helps you monitor and improve your sleep
Josh — whole house voice control
Mycroft — is the world’s first open source voice assistant
Nanit — baby monitor that measures sleep and caregiver interactions
Nest — a range of in-home devices such as Thermostat, security and alarms
WEARABLES
Eli — helps you learn a new language from conversations through your day
Kick.ai — wearable for martial arts to help analyse kicks and fights
Kick.ai — wearable for martial arts to help analyse kicks and fights
LANGUAGE / TRANSLATION
Liv — transcribe conversations in English and Hindi
Microsoft Translator — language translator powered by neural networks
Watson.ai — legal, academic and financial translations
Microsoft Translator — language translator powered by neural networks
Watson.ai — legal, academic and financial translations
ROBOTS
Dispatch — delivery by robot
Jibo — an friendly interactive robot for the home
Roboy — a humanoid robot aimed to be as capable as a human
Rokid — a range of in-home robots and assistants
Spoon — a robot (I couldn’t work out its purpose, but it sounded cool!)
UBTECH — fun humanoid robots for the home (the popular Alpha and Cruz)
Jibo — an friendly interactive robot for the home
Roboy — a humanoid robot aimed to be as capable as a human
Rokid — a range of in-home robots and assistants
Spoon — a robot (I couldn’t work out its purpose, but it sounded cool!)
UBTECH — fun humanoid robots for the home (the popular Alpha and Cruz)
USEFUL + FUN + RANDOM
Botler — immigration process made simpler with a walk through
CaptionBot — Microsoft describes any photo
Crowdfunding.ai — crowdfunding platform for AI projects
Elevator — helps you find and buy cannabis (with recommendations)
Fieldguide — universal field guide that suggests possible matches
Frankenstain.ai — is a collaborative storytelling experiment using AI, machine learning, robotics, bio-engineering and IoT
#Laugh — laughs visualised in a digital format, that may be sent to space
IntelligentX Brewing Co. — beer brewed by artificial intelligence
Readster — book recommendations from AI
Spark — order cannabis from directly text messages
Subutai — peer-to-peer social cloud computing
Token — helps you send the perfect gift
Wixi — helps you fix Wifi problems
CaptionBot — Microsoft describes any photo
Crowdfunding.ai — crowdfunding platform for AI projects
Elevator — helps you find and buy cannabis (with recommendations)
Fieldguide — universal field guide that suggests possible matches
Frankenstain.ai — is a collaborative storytelling experiment using AI, machine learning, robotics, bio-engineering and IoT
#Laugh — laughs visualised in a digital format, that may be sent to space
IntelligentX Brewing Co. — beer brewed by artificial intelligence
Readster — book recommendations from AI
Spark — order cannabis from directly text messages
Subutai — peer-to-peer social cloud computing
Token — helps you send the perfect gift
Wixi — helps you fix Wifi problems
RESEARCH
Apollo — breaks down articles and PDF’s into quick, readable dot points
Ferret.ai — helps you research by summarising articles and search ability
Iris — helps you research and visualise concepts in research papers
Ferret.ai — helps you research by summarising articles and search ability
Iris — helps you research and visualise concepts in research papers
EVENTS, CONFERENCES AND COMMUNITIES
The AI Conference — an annual event where leading AI researchers and top industry practitioners meet and collaborate
Applied Artificial Intelligence Conference — Bootstrap Labs Venture fir
Events.ai — the one stop shop for AI/ML/DL events and conferences
Nucl.ai — game AI conference and courses
oh.hai.ai — strong name game!
The AI Forum — Montreal based AI conference
Applied Artificial Intelligence Conference — Bootstrap Labs Venture fir
Events.ai — the one stop shop for AI/ML/DL events and conferences
Nucl.ai — game AI conference and courses
oh.hai.ai — strong name game!
The AI Forum — Montreal based AI conference
Amsterdam — applied AI community and events
Bangalore — applied AI community and events
Berlin — applied AI community and events
Bucharest — applied AI community and events
Budapest — applied AI community and events
City.ai — applied AI communities and events
Hamburg — applied AI community and events
Hongkong — applied AI community and events
London — applied AI community and events
Madrid — applied AI community and events
Milan — applied AI community and events
New York.ai — applied AI community and events
Krakow — applied AI community and events
Oslo — applied AI community and events
Tallinn — applied AI community and events
Tirana — applied AI community and events
Seattle — applied AI community and events
Singapore — applied AI community and events
Sofia — applied AI community and events
Stockholm — applied AI community and events
Valletta — applied AI community and events
Bangalore — applied AI community and events
Berlin — applied AI community and events
Bucharest — applied AI community and events
Budapest — applied AI community and events
City.ai — applied AI communities and events
Hamburg — applied AI community and events
Hongkong — applied AI community and events
London — applied AI community and events
Madrid — applied AI community and events
Milan — applied AI community and events
New York.ai — applied AI community and events
Krakow — applied AI community and events
Oslo — applied AI community and events
Tallinn — applied AI community and events
Tirana — applied AI community and events
Seattle — applied AI community and events
Singapore — applied AI community and events
Sofia — applied AI community and events
Stockholm — applied AI community and events
Valletta — applied AI community and events
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