【2019~2020冬令營:Python深度學習-AI人工智慧挑戰營,1/31~2/7】課程側拍

AI BN

  • AI人工智慧(Artificial Intelligence)其實就是以人工編寫電腦程式,利用邏輯推論、神經網路、深度學習,去模擬人類的智慧行為。其中包含模擬人類感官辨識、大腦的推理學習、動作的移動控制等行為。
  • 現在會寫程式只是基本,AI才是未來!除了程式能力,更以專業和就業為導向。除了選擇頂大外,學生也開始注重所選科系與未來出路。受到近年來全球AI人工智慧趨勢影響,近年與AI相關的第二類組相關科系,也成為最熱門的選擇。
AI人工智慧已經充斥並悄悄改變我們的生活,應用隨處可見,例如

1. 人工智慧AlphaGo與韓國棋王的圍棋大戰。
2. 未來職業被AI人工智慧或機器人取代。
3. 從電影《瓦力》研發掃地機器人,演變到陪伴孩子的智能機器人。
4. 傳統零售巨頭沃爾瑪利用無人機幫顧客找商品。
5. 無人駕駛大眾交通工具、無人商店開始流行。
6. Google Map最佳交通路線規劃。
7. 愈來愈接近人類思考及行為模式的索菲亞(Sophia)機器人。
8. MIT麻省理工首創暗黑人工智慧機器人諾曼。
9. 串流影音網站的推薦(例如:YouTube推薦影片)
10. Google的AI人工智慧科技的語音助理。
11. 未來科技,未來車款的概念。
12. Apple的Siri、Amazon的Alexa、Google的Assistant,語音辨識、人工智能的未來備受關注。
13. 數位行銷應用,社群網路上的廣告投放,推薦合適或曾經瀏覽的商品。

與AI相關的技術:ML機器學習、DL深度學習、NN神經網路

機器學習 Machine Learning(ML)
傳統結構:資料→特徵擷取→模型→答案深度學習 Deep learning(DL)
學習結構:資料→模型(特徵擷取自學)→答案
深度學習是機器學習的一個分支,營隊著重在這深度上,也可以說是深層的神經網路。
神經網路Neural Networks(NN)
神經網路模仿生物神經網路的結構與功能,能透過輸入的資料訓練,產生對應的演算法模型,學習判斷指定的問題。

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