🔥 NT330 特價中
課程已於 2021 年 8 月更新
學習資料科學、資料分析、機器學習(人工智慧)和 Python 與 Tensorflow、Pandas 和更多 !
本課程的主題包括 :
資料探索與視覺化
神經網路和深度學習
模型評估與分析
Python 3
Tensorflow 2.0
Numpy
Scikit-Learn
資料科學與機器學習專案和工作流程
在 Python 用 MatPlotLib 和 Seaborn 做資料視覺化
轉移學習( Transfer Learning )
影像辨識和分類
訓練/測試並交叉驗證
監督學習 : 分類、迴歸和時間序列
決策樹和隨機森林
整體學習( Ensemble Learning )
調整超參數( Hyperparameter Tuning )
採用 Pandas 資料框解決複雜任務
採用 Pandas 處理 CSV 檔
採用 TensorFlow 2.0 和 Keras深度學習 / 神經網路
使用 Kaggle 並進入機器學習競賽
如何呈現你的發現並讓你的老闆印象深刻
如何為你的分析清理並準備你的資料
K 最近鄰( K Nearest Neighbours )
支援向量機( Vector Machines )
迴歸分析( Linear Regression/Polynomial Regression )
如何運用 Hadoop、Apache Spark、Kafka 和 Apache Flink
如何用 Conda、MiniConda 和Jupyter Notebooks 設定你的環境
配合 Google Colab 採用 GPUs
https://softnshare.com/complete-machine-learning-and-data-science-zero-to-mastery/
同時也有3部Youtube影片,追蹤數超過2,030的網紅數位時代Official,也在其Youtube影片中提到,公司簡介 智慧貼紙股份有限公司(Smart Tag Inc.)正式成立於2020年3月,由創辦人/CEO張焜傑與其他四位共同創辦人一同經營,為各行業提供工業4.0無痛升級方案– Smart Tag解決方案,包含軟硬體技術。由軟性電路板黏貼至機器表面,進行多點位資料蒐集,例如:震動、溫度以及濕度等紀錄...
「machines learning」的推薦目錄:
- 關於machines learning 在 軟體開發學習資訊分享 Facebook 的精選貼文
- 關於machines learning 在 โปรแกรมเมอร์ไทย Thai programmer Facebook 的最佳貼文
- 關於machines learning 在 Facebook 的最佳貼文
- 關於machines learning 在 數位時代Official Youtube 的最佳貼文
- 關於machines learning 在 SiennyLoves Drawing Youtube 的精選貼文
- 關於machines learning 在 珊蒂微AI Youtube 的精選貼文
machines learning 在 โปรแกรมเมอร์ไทย Thai programmer Facebook 的最佳貼文
Machine Learning
ชื่อไทย "การเรียนรู้ของเครื่อง"
สาขายอดนิยมของ AI (ปัญญาประดิษฐ์)
เพจได้ทำสรุปจากตัวอย่างโค้ด
ได้แก่
☑ การพล็อตกราฟ
☑ การใช้ dataframe
☑ regression
☑ decision tree
☑ logistic regression
☑ support vector machines
☑ naive bayes
☑ K-NN
☑ kmeans
☑ PCA
☑ neural network
☑ และอื่นๆ ที่จะเพิ่มเติมมาเรื่อยๆ
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สามารถเข้าไปดูได้เลยที่ลิงค์นี้
https://colab.research.google.com/drive/1ZRMW3fXGWUvkeFPM07qtFXoSbLmuMpO1
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+++++ขอประชาสัมพันธ์ (ขายของ)
หนังสือปัญญาประดิษฐ์ติดอันดับขายดีในหมวดหมู่คอมพิวเตอร์ของ MEB
📔 หนังสือ "ปัญญาประดิษฐ์ (AI) ไม่ยาก" เข้าใจได้ด้วยเลขม. ปลาย (เนื้อหาภาษาไทย)
ราคา 295 บาท ฿ กับ 329 บาท ฿ (ซื้อผ่านระบบ Apple)
สนใจสั่งซื้อได้ที่ (ยังไม่มีเล่มกระดาษจริง มีแต่ขายเป็นอีบุ๊ก)
👉 https://www.mebmarket.com/web/index.php?action=BookDetails&data=YToyOntzOjc6InVzZXJfaWQiO3M6NzoiMTcyNTQ4MyI7czo3OiJib29rX2lkIjtzOjY6IjEwODI0NiI7fQ&fbclid=IwAR11zxJea0OnJy5tbfIlSxo4UQmsemh_8TuBF0ddjJQzzliMFFoFz1AtTo4
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สำหรับวิธีอ่านอีบุ๊กเล่มนี้
ก็ต้องเลือกโปรแกรม/แอพ ให้เหมาะกับระบบที่เราใช้อยู่
วิธีอ่านอีบุ๊กก็ตามลิงก์ต่อไปนี้
https://docs.google.com/document/d/e/2PACX-1vSI4hZgymHgbqhX3CA6anA_18wRy-iXU9oIlupUr-KwAWvJyxI9zdLrJcPUW77xz8lbvRFfW10747Oe/pub
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👉 สารบัญ:
https://drive.google.com/file/d/1L6-XYMVCWYNkvYXZYP9kOuzAIzPfHuaf/view?usp=sharing
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👉 ตัวอย่างแต่ละบท
ตัวอย่างบทที่ 1 แนะนำ AI
📗 https://drive.google.com/file/d/19kzbuRtN14eDEYhNewBh4ZUCa6sexaIf/view?usp=sharing
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ตัวอย่างบทที่ 3 แนะนำ machine learning
📗 https://drive.google.com/file/d/1pe8ty5hVZS0M3zGZe5WliOOTm6Cqv1Ti/view?usp=sharing
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ตัวอย่างบทที่ 4 เรื่อง linear regression
📗
https://drive.google.com/file/d/1ju_wF6c9CNiYWfSzIIuqV9aUuEa4eurh/view?usp=sharing
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ตัวอย่างบทที่ 8 เรื่อง CNN
📗 https://drive.google.com/file/d/1lGqsfXs16mV2IbEJx-4IgDslaHOut1kC/view?usp=sharing
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ตัวอย่างบทที่ 9 เรื่อง RNN, LSTM
📗 https://drive.google.com/file/d/1dxEhj7syoXFAfQB9bqmwXGrfhgz3M7GQ/view?usp=sharing
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ตัวอย่างบทที่ 10 เรื่อง Deep Q Learning
📗 https://drive.google.com/file/d/129-FPDP-9FJrMNsVqWMJdER762jOzs9G/view?usp=sharing
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ตัวอย่างบทที่ 11 เรียนรู้แบบไร้ครูผู้สอน
📗 https://drive.google.com/file/d/15njvUq8Vbq3SRA-PHxVGq8Isr1cL3F3d/view?usp=sharing
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👉 youtube: https://youtu.be/rLo-XdToGFI
👉 รีวิวหนังสือจากผู้เขียนตำราเทพเอกเซล https://www.facebook.com/thepexcel/posts/1424798431031509/
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✍เขียนโดย โปรแกรมเมอร์ไทย thai programmer
machines learning 在 Facebook 的最佳貼文
When I first started in business I tried everything.
MLM.
Computer repairs.
Vending machines.
Lawn mowing.
And the list goes on.
I tried and failed at 13 businesses before having my first success.
And if you know my story, you'll know my first successful venture was my copywriting business.
Why?
Because copywriting is a skill that every successful business needs.
It was one of the many things I was missing when I started out.
Look, business is hard.
95% of businesses fail in the first 5 years.
And it’s because most people get into business without the right skills.
If you can write high converting copy…
Have the ability to sell one to one...
And can market your products and services...
Your chances of succeeding greatly improve.
Which skill are you learning right now, or which you like to learn next?
Share with me below
If you’re in sales or already running a business and you want to close more deals in 21 days flat…
Click here https://moresalesnow.danlok.link/ join the More Sales Challenge.
I guarantee, by the time the challenge is over, you’ll have armed yourself with brand new closing techniques designed to help you through the post-pandemic world.
#danlok #sales #salestips #copywriting #entrepreneur #businessskills #businessadvice #scaleyourbusiness
machines learning 在 數位時代Official Youtube 的最佳貼文
公司簡介
智慧貼紙股份有限公司(Smart Tag Inc.)正式成立於2020年3月,由創辦人/CEO張焜傑與其他四位共同創辦人一同經營,為各行業提供工業4.0無痛升級方案– Smart Tag解決方案,包含軟硬體技術。由軟性電路板黏貼至機器表面,進行多點位資料蒐集,例如:震動、溫度以及濕度等紀錄,再串接至客戶端系統或者上傳雲端數據中心,藉由機器學習及數據模型進行分析,預測機器的運作模式,將由智慧貼紙解決工廠產能及良率的問題。
Smart Tag helps clients to upgrade their manufacturing lines, or machines immediately with minimum learning cost and high ROI. We’re providing a total solution for the manufacturing industry, which includes both hardware product and software as a service. For the hardware part, Smart Tag is our core technology- thermal thin film PCB, the most flexible PCB ever. The main purpose of this Smart Tag is monitoring, collecting and uploading data onto our cloud platform- the machine learning platform via Bluetooth gateway..
With this machine learning mechanism, when continuing monitoring the vibration, this platform can easily predict and detect the “danger zone”, which means the timing that the machine/production line needs to be maintained or be fixed. Or, companies can also forecast the quality of the products, based on these dataset.
公司網站
http://www.smarttag.tech/
machines learning 在 SiennyLoves Drawing Youtube 的精選貼文
Do enjoy this #vlog ?? captured from #siennylovesdrawing ?? recent exclusive visit to both soap factory & cosmetics factory of Tanamera Malaysia ?? & FA Herbs Malaysia ?? located at Ijok, Selangor, West Malaysia ??
Learnt much more about the carefulness & diligent effort to ensure ?% of the products produced
Learning gained from the soap factory visit,
1️⃣. This new ? factory in June 2019 with new ? machines which fully automated can better improved ⬆️ the services to its customers ???
2️⃣. This has reduced ⬇️ the labour work & only required for 5️⃣ operators per production schedule
3️⃣. The output now increased ⬆️ to 15k soap bars per day vs 5k soap bars per day
4️⃣. This also ensure the quality with right balance ⚖️ of soap mix of each batches of production now
5️⃣. Also now able to offer a variety of soap shapes eg. bear ? , love ? etc. & sizes with the new ? machines of having 2 plodders built-in together
Learning gained from the cosmetics factory visit,
1️⃣. A separate dedicated factory for each production line now, its staff can now more focus on a specific line
2️⃣. This improves ⬆️ the staff knowledge & understanding about the production & gain benefits in long run
3️⃣. With new ? automatic filing machine in end 2018, the output has increased to 3k bottles per day (100ml & above) & 5k to 10k bottles per day (10 to 30ml) respectively
4️⃣. This has reduced ⬇️ the labour work & only required for 2️⃣ operators (5️⃣ operators before) per production schedule
So, in a summary, automation actually reduce ⬇️ the risk of human errors in both its soap & cosmetic productions
Each batch of production will be kept a sample each in its collection in case any complaints received, they can investigate & then provide feedbacks to its customers accordingly ??? Also as a go green supporter??, she ?? is impressed with the environmental friendly of these 2️⃣ companies in their production & packaging
She ?? has been the loyal user of Tanamera MY since this year CNY gathering when she got to know this brand much better from her butterfly ? project community & started to use their bar soap ??
Highly recommended & proud with this local Malaysian brand
More updates via ? siennylovesdrawing.wordpress.com & ? medium.com/@siennylovesdrawing
Website?: tanamera.com.my
FB: facebook.com/tanameraofficial
IG: instagram.com/tanameraofficial
#TanameraMY #Tanamera #ChemicalFree #AllNatural #soap #beauty #skincare #TanameraNatural #vlog #blog #blogger #bloggers #siennylovesdrawing #influencer #influencers #travel #travels #travelling #soapfactory #cosmeticfactory #spa #cosmetic #wellness #healthy #healthyliving #healthylifestyle #lifestyle
machines learning 在 珊蒂微AI Youtube 的精選貼文
如果連我們人類都無法掌握那個可以創造「完美笑點」的神奇公式,那我們要怎麼讓教好人工智慧的「幽默感」、怎麼教人工智慧「講笑話」呢?
從博恩講笑話的事件|簡單聊聊|人工智慧懂不懂幽默感?|【珊蒂微AI】
【參考資料】
🔗美國研究員Janelle Shane嘗試使用43,000 個笑話來訓練神經網絡學會幽默:“Machine learning failures - for art!” by Janelle Shane: https://www.youtube.com/watch?v=yneJIxOdMX4
🔗Janelle Shane的部落格:lewisandquark.tumblr.com
🔗牛津大學,微軟研究院和TRASH 的一組研究人員開展了一項調查詞彙嵌入中幽默的研究。:論文地址:https://arxiv.org/pdf/1902.02783.pdf
🔗What Can We Learn From Computers (NOT) Understanding Humor - Julia Taylor Rayz:https://www.youtube.com/watch?v=Vy8WiKvT4gY
🔗Can artificial intelligence be taught how to joke?: https://heartbeat.fritz.ai/can-artificial-intelligence-be-taught-how-to-joke-7c7d53a3492a
🔗A robot walks into a bar, doesn’t get the joke:https://www.youtube.com/watch?v=7z7Dl61rgA0
🔗The Science of Humor Is No Laughing Matter: https://www.psychologicalscience.org/observer/the-science-of-humor-is-no-laughing-matter
🔗Machines need an algorithm for humor. This is what it looks like | Vinith Misra | TED Institute:https://www.youtube.com/watch?v=2X3TF_J31is
🔗利用AI在線上寫唐詩宋詞:
https://www.popmars.com/ai/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E4%BD%A0%E4%B9%9F%E5%8F%AF%E4%BB%A5%E6%98%AF%E5%A4%A7%E6%96%87%E8%B1%AA%EF%BC%8C%E5%88%A9%E7%94%A8%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E5%9C%A8%E7%BA%BF%E5%86%99/
#博恩鄭南榕
#人工智慧與幽默感
#珊蒂微AI
machines learning 在 What is Machine Learning? | IBM 的相關結果
Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the ... ... <看更多>
machines learning 在 [Machine-Learning] 3分鐘了解機器學習在學什麼? - Medium 的相關結果
機器學習( Machine Learning = ML)是透過演算法將收集到的資料進行分類或預測模型訓練,在未來中,當得到新的資料時,可以透過訓練出的模型進行預測, ... ... <看更多>
machines learning 在 Machine learning - Wikipedia 的相關結果
Machine learning (ML) is the study of computer algorithms that can improve automatically through experience and by the use of data. ... It is seen as a part of ... ... <看更多>