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The notes and answers of Adrew Ng's coursera course: deeplearning.ai. Course 5 will be released in December.

  • If you want to download the slides and the notebooks and do it yourself. please check this repo shahariarrabby/deeplearning.ai

  • If you cannot access the quiz and want to find the answer, you can send me your result or meet any difficulties, feel free to give me email.

Email is the fast way to contract with me. You can also open an "ISSUE" from the github. (你可以通过开启ISSUE或者直接邮件联系我,邮件24小时都会回复) The assignment of the course changes very much from time to time. So I decide not update the notebook any more. Please go to the official website to get the notebooks or check the above github repo.

If you want to learn basic concept and pratice programme skills about machine learning, you can also try my github folder. It includes the python implementations of the basic machine learning programs. It helps a lot if you implement all basic algorithms by yourself.


  • If you find this github violates the rules of the coursera, please let me know.
  • Questions are welcome!
  • 中国国内的网易平台已经公开了这个课程的视频,但是没有项目的代码。我想将所有的代码和数据都保存下来。 但是网站上的.h5文件我现在无法完全下载下来,如果知道下载方法,麻烦email给我 (感谢YuanZhang提供下载方法)。

更新

2017.09.05 第一次课程week2 加入dataset数据。

2017.09.06 删除所有答案。只保留数据和代码

2017.09.28 删除了选择题答案。

2017.11.07 更新第四课程的笔记。

2017.11.17 加入course 4 的笔记,quiz题目。

2017.12.15 加入course 5 的笔记。

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The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

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GitHub - BCGL/deeplearning.ai: The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me. · GitHub
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The notes and answers of Adrew Ng's coursera course: deeplearning.ai. Course 5 will be released in December.

  • If you want to download the slides and the notebooks and do it yourself. please check this repo shahariarrabby/deeplearning.ai

  • If you cannot access the quiz and want to find the answer, you can send me your result or meet any difficulties, feel free to give me email.

Email is the fast way to contract with me. You can also open an "ISSUE" from the github. (你可以通过开启ISSUE或者直接邮件联系我,邮件24小时都会回复) The assignment of the course changes very much from time to time. So I decide not update the notebook any more. Please go to the official website to get the notebooks or check the above github repo.

If you want to learn basic concept and pratice programme skills about machine learning, you can also try my github folder. It includes the python implementations of the basic machine learning programs. It helps a lot if you implement all basic algorithms by yourself.


  • If you find this github violates the rules of the coursera, please let me know.
  • Questions are welcome!
  • 中国国内的网易平台已经公开了这个课程的视频,但是没有项目的代码。我想将所有的代码和数据都保存下来。 但是网站上的.h5文件我现在无法完全下载下来,如果知道下载方法,麻烦email给我 (感谢YuanZhang提供下载方法)。

更新

2017.09.05 第一次课程week2 加入dataset数据。

2017.09.06 删除所有答案。只保留数据和代码

2017.09.28 删除了选择题答案。

2017.11.07 更新第四课程的笔记。

2017.11.17 加入course 4 的笔记,quiz题目。

2017.12.15 加入course 5 的笔记。

About

The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Force GitHub README to respect dark mode (function() { var style = document.createElement('style'); style.textContent = ' .markdown-body { color-scheme: dark light; } .markdown-body pre { background: #161b22 !important; } .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; } .markdown-body table th, .markdown-body table td { border-color: #30363d !important; } .markdown-body img { background: #0d1117; } .markdown-body blockquote { border-left-color: #8b949e; } .markdown-body hr { border-color: #30363d; } '; document.head.appendChild(style); })(); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - BCGL/deeplearning.ai: The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me. · GitHub
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The notes and answers of Adrew Ng's coursera course: deeplearning.ai. Course 5 will be released in December.

  • If you want to download the slides and the notebooks and do it yourself. please check this repo shahariarrabby/deeplearning.ai

  • If you cannot access the quiz and want to find the answer, you can send me your result or meet any difficulties, feel free to give me email.

Email is the fast way to contract with me. You can also open an "ISSUE" from the github. (你可以通过开启ISSUE或者直接邮件联系我,邮件24小时都会回复) The assignment of the course changes very much from time to time. So I decide not update the notebook any more. Please go to the official website to get the notebooks or check the above github repo.

If you want to learn basic concept and pratice programme skills about machine learning, you can also try my github folder. It includes the python implementations of the basic machine learning programs. It helps a lot if you implement all basic algorithms by yourself.


  • If you find this github violates the rules of the coursera, please let me know.
  • Questions are welcome!
  • 中国国内的网易平台已经公开了这个课程的视频,但是没有项目的代码。我想将所有的代码和数据都保存下来。 但是网站上的.h5文件我现在无法完全下载下来,如果知道下载方法,麻烦email给我 (感谢YuanZhang提供下载方法)。

更新

2017.09.05 第一次课程week2 加入dataset数据。

2017.09.06 删除所有答案。只保留数据和代码

2017.09.28 删除了选择题答案。

2017.11.07 更新第四课程的笔记。

2017.11.17 加入course 4 的笔记,quiz题目。

2017.12.15 加入course 5 的笔记。

About

The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Highlight search terms from Google/DuckDuckGo/Bing referrer (function() { var ref = document.referrer; var terms = []; if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) { var url = new URL(ref); var q = url.searchParams.get('q') || url.searchParams.get('p'); if (q) { terms = q.split(/\s+/).filter(function(t) { return t.length > 2; }); } } if (terms.length === 0) return; var style = document.createElement('style'); style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }'; document.head.appendChild(style); function highlight(node) { if (node.nodeType === 3) { // text node var text = node.textContent; var found = false; terms.forEach(function(term) { var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi'); if (regex.test(text)) { found = true; var frag = document.createDocumentFragment(); var parts = text.split(regex); parts.forEach(function(part, i) { if (i % 2 === 0) { frag.appendChild(document.createTextNode(part)); } else { var span = document.createElement('span'); span.className = 'userscript-highlight'; span.textContent = part; frag.appendChild(span); } }); node.parentNode.replaceChild(frag, node); } }); } else if (node.nodeType === 1 && node.childNodes) { // element var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT']; if (!skipTags.includes(node.tagName)) { Array.from(node.childNodes).forEach(highlight); } } } highlight(document.body); // Re-highlight on dynamic content var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1 || node.nodeType === 3) highlight(node); }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - BCGL/deeplearning.ai: The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me. · GitHub
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The notes and answers of Adrew Ng's coursera course: deeplearning.ai. Course 5 will be released in December.

  • If you want to download the slides and the notebooks and do it yourself. please check this repo shahariarrabby/deeplearning.ai

  • If you cannot access the quiz and want to find the answer, you can send me your result or meet any difficulties, feel free to give me email.

Email is the fast way to contract with me. You can also open an "ISSUE" from the github. (你可以通过开启ISSUE或者直接邮件联系我,邮件24小时都会回复) The assignment of the course changes very much from time to time. So I decide not update the notebook any more. Please go to the official website to get the notebooks or check the above github repo.

If you want to learn basic concept and pratice programme skills about machine learning, you can also try my github folder. It includes the python implementations of the basic machine learning programs. It helps a lot if you implement all basic algorithms by yourself.


  • If you find this github violates the rules of the coursera, please let me know.
  • Questions are welcome!
  • 中国国内的网易平台已经公开了这个课程的视频,但是没有项目的代码。我想将所有的代码和数据都保存下来。 但是网站上的.h5文件我现在无法完全下载下来,如果知道下载方法,麻烦email给我 (感谢YuanZhang提供下载方法)。

更新

2017.09.05 第一次课程week2 加入dataset数据。

2017.09.06 删除所有答案。只保留数据和代码

2017.09.28 删除了选择题答案。

2017.11.07 更新第四课程的笔记。

2017.11.17 加入course 4 的笔记,quiz题目。

2017.12.15 加入course 5 的笔记。

About

The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Strip utm_, fbclid, gclid, etc. from all links on page (function() { var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content', 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid', 'ref', 'ref_src', 'source', 'medium', 'campaign']; function cleanUrl(url) { try { var u = new URL(url, window.location.origin); var changed = false; trackingParams.forEach(function(p) { if (u.searchParams.has(p)) { u.searchParams.delete(p); changed = true; } }); return changed ? u.toString() : url; } catch (e) { return url; } } function cleanLinks() { document.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } cleanLinks(); var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1) { if (node.tagName === 'A') cleanLinks(); node.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + ' GitHub - BCGL/deeplearning.ai: The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me. · GitHub
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The notes and answers of Adrew Ng's coursera course: deeplearning.ai. Course 5 will be released in December.

  • If you want to download the slides and the notebooks and do it yourself. please check this repo shahariarrabby/deeplearning.ai

  • If you cannot access the quiz and want to find the answer, you can send me your result or meet any difficulties, feel free to give me email.

Email is the fast way to contract with me. You can also open an "ISSUE" from the github. (你可以通过开启ISSUE或者直接邮件联系我,邮件24小时都会回复) The assignment of the course changes very much from time to time. So I decide not update the notebook any more. Please go to the official website to get the notebooks or check the above github repo.

If you want to learn basic concept and pratice programme skills about machine learning, you can also try my github folder. It includes the python implementations of the basic machine learning programs. It helps a lot if you implement all basic algorithms by yourself.


  • If you find this github violates the rules of the coursera, please let me know.
  • Questions are welcome!
  • 中国国内的网易平台已经公开了这个课程的视频,但是没有项目的代码。我想将所有的代码和数据都保存下来。 但是网站上的.h5文件我现在无法完全下载下来,如果知道下载方法,麻烦email给我 (感谢YuanZhang提供下载方法)。

更新

2017.09.05 第一次课程week2 加入dataset数据。

2017.09.06 删除所有答案。只保留数据和代码

2017.09.28 删除了选择题答案。

2017.11.07 更新第四课程的笔记。

2017.11.17 加入course 4 的笔记,quiz题目。

2017.12.15 加入course 5 的笔记。

About

The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - BCGL/deeplearning.ai: The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me. · GitHub
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The notes and answers of Adrew Ng's coursera course: deeplearning.ai. Course 5 will be released in December.

  • If you want to download the slides and the notebooks and do it yourself. please check this repo shahariarrabby/deeplearning.ai

  • If you cannot access the quiz and want to find the answer, you can send me your result or meet any difficulties, feel free to give me email.

Email is the fast way to contract with me. You can also open an "ISSUE" from the github. (你可以通过开启ISSUE或者直接邮件联系我,邮件24小时都会回复) The assignment of the course changes very much from time to time. So I decide not update the notebook any more. Please go to the official website to get the notebooks or check the above github repo.

If you want to learn basic concept and pratice programme skills about machine learning, you can also try my github folder. It includes the python implementations of the basic machine learning programs. It helps a lot if you implement all basic algorithms by yourself.


  • If you find this github violates the rules of the coursera, please let me know.
  • Questions are welcome!
  • 中国国内的网易平台已经公开了这个课程的视频,但是没有项目的代码。我想将所有的代码和数据都保存下来。 但是网站上的.h5文件我现在无法完全下载下来,如果知道下载方法,麻烦email给我 (感谢YuanZhang提供下载方法)。

更新

2017.09.05 第一次课程week2 加入dataset数据。

2017.09.06 删除所有答案。只保留数据和代码

2017.09.28 删除了选择题答案。

2017.11.07 更新第四课程的笔记。

2017.11.17 加入course 4 的笔记,quiz题目。

2017.12.15 加入course 5 的笔记。

About

The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - BCGL/deeplearning.ai: The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me. · GitHub
Skip to content

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The notes and answers of Adrew Ng's coursera course: deeplearning.ai. Course 5 will be released in December.

  • If you want to download the slides and the notebooks and do it yourself. please check this repo shahariarrabby/deeplearning.ai

  • If you cannot access the quiz and want to find the answer, you can send me your result or meet any difficulties, feel free to give me email.

Email is the fast way to contract with me. You can also open an "ISSUE" from the github. (你可以通过开启ISSUE或者直接邮件联系我,邮件24小时都会回复) The assignment of the course changes very much from time to time. So I decide not update the notebook any more. Please go to the official website to get the notebooks or check the above github repo.

If you want to learn basic concept and pratice programme skills about machine learning, you can also try my github folder. It includes the python implementations of the basic machine learning programs. It helps a lot if you implement all basic algorithms by yourself.


  • If you find this github violates the rules of the coursera, please let me know.
  • Questions are welcome!
  • 中国国内的网易平台已经公开了这个课程的视频,但是没有项目的代码。我想将所有的代码和数据都保存下来。 但是网站上的.h5文件我现在无法完全下载下来,如果知道下载方法,麻烦email给我 (感谢YuanZhang提供下载方法)。

更新

2017.09.05 第一次课程week2 加入dataset数据。

2017.09.06 删除所有答案。只保留数据和代码

2017.09.28 删除了选择题答案。

2017.11.07 更新第四课程的笔记。

2017.11.17 加入course 4 的笔记,quiz题目。

2017.12.15 加入course 5 的笔记。

About

The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Universal Dark Mode - works on any site (function() { var enabled = true; function applyDarkMode() { if (!enabled) return; // Create style element if it doesn't exist var style = document.getElementById('universal-dark-mode-style'); if (!style) { style = document.createElement('style'); style.id = 'universal-dark-mode-style'; document.head.appendChild(style); } // Dark mode CSS - inverts colors but preserves images/video style.textContent = ' /* Invert everything except media */ html { filter: invert(1) hue-rotate(180deg) !important; background: #1a1a2e !important; } /* Restore images, videos, iframes, canvas */ img, video, iframe, canvas, svg, picture, [style*="background-image"] { filter: invert(1) hue-rotate(180deg) !important; } /* Preserve specific elements that should not be inverted */ .no-dark-mode, .no-dark-mode *, [data-theme="light"], [data-theme="light"], .ace_editor, .ace_editor *, .CodeMirror, .CodeMirror *, .monaco-editor, .monaco-editor *, .markdown-body pre, .markdown-body pre *, .highlight, .highlight *, pre code, pre code * { filter: none !important; } /* Fix common UI elements */ .modal, .popup, .dropdown-menu, .tooltip, .popover { filter: invert(1) hue-rotate(180deg) !important; background: #2d2d44 !important; border-color: #444 !important; } /* Scrollbars */ ::-webkit-scrollbar { background: #1a1a2e !important; } ::-webkit-scrollbar-thumb { background: #444 !important; } ::-webkit-scrollbar-thumb:hover { background: #555 !important; } /* Selection */ ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; } ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; } '; } function removeDarkMode() { var style = document.getElementById('universal-dark-mode-style'); if (style) style.remove(); } // Toggle with Alt+Shift+D document.addEventListener('keydown', function(e) { if (e.altKey && e.shiftKey && e.key === 'D') { e.preventDefault(); enabled = !enabled; if (enabled) { applyDarkMode(); console.log('[Universal Dark Mode] Enabled'); } else { removeDarkMode(); console.log('[Universal Dark Mode] Disabled'); } } }); // Apply on load applyDarkMode(); // Re-apply on dynamic content var observer = new MutationObserver(function(mutations) { if (enabled && !document.getElementById('universal-dark-mode-style')) { applyDarkMode(); } }); observer.observe(document.head, { childList: true }); console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle'); })(); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })(); GitHub - BCGL/deeplearning.ai: The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me. · GitHub
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The notes and answers of Adrew Ng's coursera course: deeplearning.ai. Course 5 will be released in December.

  • If you want to download the slides and the notebooks and do it yourself. please check this repo shahariarrabby/deeplearning.ai

  • If you cannot access the quiz and want to find the answer, you can send me your result or meet any difficulties, feel free to give me email.

Email is the fast way to contract with me. You can also open an "ISSUE" from the github. (你可以通过开启ISSUE或者直接邮件联系我,邮件24小时都会回复) The assignment of the course changes very much from time to time. So I decide not update the notebook any more. Please go to the official website to get the notebooks or check the above github repo.

If you want to learn basic concept and pratice programme skills about machine learning, you can also try my github folder. It includes the python implementations of the basic machine learning programs. It helps a lot if you implement all basic algorithms by yourself.


  • If you find this github violates the rules of the coursera, please let me know.
  • Questions are welcome!
  • 中国国内的网易平台已经公开了这个课程的视频,但是没有项目的代码。我想将所有的代码和数据都保存下来。 但是网站上的.h5文件我现在无法完全下载下来,如果知道下载方法,麻烦email给我 (感谢YuanZhang提供下载方法)。

更新

2017.09.05 第一次课程week2 加入dataset数据。

2017.09.06 删除所有答案。只保留数据和代码

2017.09.28 删除了选择题答案。

2017.11.07 更新第四课程的笔记。

2017.11.17 加入course 4 的笔记,quiz题目。

2017.12.15 加入course 5 的笔记。

About

The notes of Adrew Ng's coursera course: deeplearning.ai. Glad to answer any related questions, just email me.

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