Personal AI Artificial Intelligence Tutor Online That Teaches the Method
A tutor for the artificial intelligence subject rather than a general study assistant. Search trees expanded node by node, inference written as proof, probability calculated in full, because that is how the coursework and the exam ask for it.
What does an artificial intelligence tutor cover?
An artificial intelligence tutor covers the material of a university AI course rather than general study help. AskSia works through uninformed and informed search, constraint satisfaction, adversarial search, knowledge representation and logical inference, probabilistic reasoning with Bayesian networks, the foundations of machine learning, and the ethics component most courses now include. Algorithms are traced by hand node by node, since exams ask for the trace rather than for working code, and each walkthrough ends with a question back to the student. It answers in eight languages. Students on the AskSia A+ plan are covered by the Grade Confidence Guarantee. AskSia is a study aid, not an answer key.
如同真人導師的四個階段
解答出現時，解題工具就完成任務；當你能獨自解下一題，輔導才算完成。
給推進方向，而不是直接給解答
它指出卡住的步驟，再把問題交回給你走出下一步。
逐行說明，搭配圖解
需要更多協助時，它會逐行帶你走過解法，而不只告訴你最終結果。
它會反過來問你一題
在繼續之前，它會用一個簡短問題確認下一步是否真正屬於你。
稍後再回來複習
弱項會在更適合主動回憶、鞏固解題方法的時機再次出現。
考試還有三週
導師會刻意放慢節奏，為下一題留下可重複使用的解題方法。
每學期最容易失分的三個習慣
AI coursework is failed by students who can use the libraries.
Algorithms understood but never traced
The exam asks for the order nodes were expanded. Understanding the idea of A star does not produce that order, and tracing it three times does.
Heuristic admissibility assumed
A heuristic that seems reasonable can overestimate, which breaks the optimality guarantee. Proving it never overestimates is the marked step.
Probability answered by intuition
Conditional independence in a Bayesian network is read off the structure, not guessed. Intuition about correlation is the fastest route to a wrong query.
不是題庫，而是從你的錯誤建立的測驗
Your points are not lost evenly, so your practice is not spread evenly. Try this one.
這位導師涵蓋的內容
The units an artificial intelligence course is built from, with the part that is examined named alongside.
If the course is specifically machine learning or data science, those pages go deeper into models and training. The programming pages cover the implementation assignments.
Four things a tutor does that a chat box does not
它了解你的學習歷程，不只是一個問題
下一次輔導會從你真正感到困難的步驟開始，而不是泛泛地重講整個主題。
它會畫出圖解，不只列出代數式
圖解會帶著標記與解題過程的每一步並列呈現，因為視覺化推理本身也能得到分數。
它會找出你自己解題過程中的第一行錯誤
拍下做錯的嘗試，它會找到解法最早偏離的步驟，接著講清這一步。
它依照你的課程方式檢驗理解
長答題需要依照你自己試卷的格式練習，而不是套用選擇題題庫。
Why the subject is examined by hand
An artificial intelligence course is assessed on whether you can carry out the algorithm, not on whether you can call it. Search trees, pruning, unification and network queries are all marked as traces, so every walkthrough here is worked step by step in the form the exam asks for, and the check question asks for the next node rather than the final answer.
Personal here means it remembers which algorithm class keeps failing. If your search work is reliable and every probability query treats dependent variables as independent, that is what gets practised, and the correction attaches to reading the network rather than to the topic.
It tutors in English, German, Japanese, Korean, Spanish, Portuguese, Simplified Chinese and Traditional Chinese.
學生真正會問的問題
Is this a tutor for the AI subject or an AI powered tutor?
This page is the subject. If you want an AI powered tutor for a different subject, every course in the series has its own page and the hub lists them.
Does it trace algorithms step by step?
Yes, node by node, since coursework and exams ask for the trace rather than for working code.
Does it cover the ethics component?
Yes, answered against a specific system and a specific harm rather than as general principles, which is how those questions are marked.
Can it check my implementation?
Yes, and it will separate a conceptual error from a coding error, which is the distinction that decides where to look.
Does it cover neural networks?
The foundations, including a forward pass and gradient computation by hand, which is what most introductory courses examine.
Is using an AI tutor allowed?
AskSia is built as a study aid, not an answer key. Check your own faculty's policy before using any tool on graded work.
全部 149 位 AskSia 導師
每個學科都採用同一種方式：針對你卡住的步驟給出提示，結合你自己的課程資料講解，最後再向你拋回一個問題。
數學和統計學
15從代數到微積分，也提供面對截止日的作業協助。
科學
11物理、化學與生命科學的導師頁面和作業協助。
計算和數據
22涵蓋主要程式語言，以及課程實際使用的理論、資料與工具。
工程
8從靜力學到流體力學，並提供應用課程作業頁面。
商業和經濟
9會計、金融與經濟，搭配圖表及財務報表。
人文與寫作
13協助檢閱草稿而非代寫的人文與寫作科目。
語言
16提供附規則的修正，以及目標語言的對話練習。
AP課程
20依照內容與評分規準共同設計。
考試和認證
11以實際評分格式練習證照與入學考試。
健康相關課程
7結合每個選項的理據，協助課程與執照準備。
學習支持
9當你需要重整整份行程，或今晚就要面對截止日。
比較學習工具
8比較各工具的強項，以及它們無法處理的範圍。
