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                							Kiến thức, Kinh nghiệm chia sẽ - Sthink Forum                                    </title>
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                        <title>Windows 10</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/windows-10/</link>
                        <pubDate>Thu, 19 Oct 2023 16:03:27 +0000</pubDate>
                        <description><![CDATA[Windows 10 Home: TX9XD-98N7V-6WMQ6-BX7FG-H8Q99
Windows 10 Home: YTMG3-N6DKC-DKB77-7M9GH-8HVX7
Windows 10 Home Single Language: 7HNRX-D7KGG-3K4RQ-4WPJ4-YTDFH
Windows 10 Home Single Languag...]]></description>
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Windown 10 mới nhất: VK7JG-NPHTM- C97JM-9MPGT- 3V66T

Windows 10 Professional Product Key
VK7JG-NPHTM-C97JM-9MPGT-3V66T
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Kích hoạt với key Windows 10 pro online 2021
22QK9–3N6FK-VDGRD-4PK8J-XW3GY
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22F2H-N6W3D-XYJCD-K8P6V-9BT6Y
FN29M-6M73B-PHRRG-BFTBJ-Q667C

Key Win 10 PRO, Ultimate
J7YP7–3NGMX-MMJPM-PM4JT-KTPKG
VNMMV-MJ7QF-8DC43-CCF24–6Q726
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                        <category domain="https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/">Kiến thức, Kinh nghiệm chia sẽ</category>                        <dc:creator>khaibl</dc:creator>
                        <guid isPermaLink="true">https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/windows-10/</guid>
                    </item>
                                        <item>
                        <title>VMware bridge mode card mạng không vô mạng được</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/vmware-bridge-mode-card-mang-khong-vo-mang-duoc/</link>
                        <pubDate>Sat, 26 Jun 2021 03:42:27 +0000</pubDate>
                        <description><![CDATA[Bổng nhiên 1 ngày máy ảo không vô mạng được, chỉnh NAT mode thì đươc brigde mode thì không, có thể do update windows tự thêm 1 card vào phần bridge
1. vào phần tắt máy ảo, trên menu vmware ...]]></description>
                        <content:encoded><![CDATA[<p>Bổng nhiên 1 ngày máy ảo không vô mạng được, chỉnh NAT mode thì đươc brigde mode thì không, có thể do update windows tự thêm 1 card vào phần bridge</p>
<p>1. vào phần tắt máy ảo, trên menu vmware vào:  Edit \ Virtual netword editor</p>
600
<p> </p>
<p>2. chỉnh các bước sau:</p>
<p>- chọn change settings, sẽ được hỏi quyền để chạy chọn OK</p>
601
<p> </p>
<p>- chọn ngay card vmnet0 và kích vào automation settings</p>
602
<p> </p>
<p>- bỏ các dấu check card mạng khác không phải card vật lý của nó.</p>
603
<p> </p>
<p>start lại máy ảo lại</p>]]></content:encoded>
                        <category domain="https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/">Kiến thức, Kinh nghiệm chia sẽ</category>                        <dc:creator>khaibl</dc:creator>
                        <guid isPermaLink="true">https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/vmware-bridge-mode-card-mang-khong-vo-mang-duoc/</guid>
                    </item>
                                        <item>
                        <title>Các App hữu ích</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/cac-app-huu-ich/</link>
                        <pubDate>Mon, 01 Feb 2021 03:08:46 +0000</pubDate>
                        <description><![CDATA[1. Quản lý log cuộc gọi
Call Log Analytics]]></description>
                        <content:encoded><![CDATA[<p>1. Quản lý log cuộc gọi</p>
<p>Call Log Analytics</p>]]></content:encoded>
                        <category domain="https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/">Kiến thức, Kinh nghiệm chia sẽ</category>                        <dc:creator>khaibl</dc:creator>
                        <guid isPermaLink="true">https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/cac-app-huu-ich/</guid>
                    </item>
                                        <item>
                        <title>SEO</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/seo/</link>
                        <pubDate>Mon, 09 Nov 2020 10:25:18 +0000</pubDate>
                        <description><![CDATA[SEO là một quy trình bao gồm rất nhiều công đoạn, và nghiên cứu từ khóa là một trong số những công đoạn đầu tiên mà SEOer phải thực hiện. Bản thân việc nghiên cứu từ khóa cũng đòi hỏi nhiều ...]]></description>
                        <content:encoded><![CDATA[<p>SEO là một quy trình bao gồm rất nhiều công đoạn, và nghiên cứu từ khóa là một trong số những công đoạn đầu tiên mà SEOer phải thực hiện. Bản thân việc nghiên cứu từ khóa cũng đòi hỏi nhiều công đoạn nhỏ hơn đòi hỏi bạn phải hiểu về các thông số, sự cạnh tranh,… sau một loạt các bước phân tích sẽ tìm ra được những từ khóa tốt.</p>
<p>Trong bài viết dưới đây Quản trị mạng sẽ giới thiệu đến bạn 13 công cụ phân tích từ khóa tốt nhất hiện nay.</p>
<h2 id="mcetoc_1elpnnuo30">1.<span> </span><a title="Ninja Search Combination Tool" href="https://quantrimang.com/url?q=aHR0cDovL3d3dy5pbnRlcm5ldG1hcmtldGluZ25pbmphcy5jb20vc2VhcmNoLw%3D%3D" target="_blank" rel="nofollow noopener">Ninja Search Combination Tool</a></h2>
<p>Với công cụ tuyệt vời này, bạn có thể "tha hồ" phát triển một danh sách "khổng lồ" các truy vấn tìm kiếm (Search Queries) khác nhau.</p>
<p>Sau đó mỗi truy vấn sẽ được liên kết với một truy vấn của Google (Google query). Công cụ này là một ý tưởng tuyệt vời để phát triển các chiến lược nhanh chóng.</p>
<h2 id="mcetoc_1elpnnuo31">2.<span> </span><a title="MajesticSEO" href="https://quantrimang.com/url?q=aHR0cDovL3d3dy5tYWplc3RpY3Nlby5jb20v" target="_blank" rel="nofollow noopener">MajesticSEO</a></h2>
<p>MajesticSEO là một trong những công cụ tìm kiếm từ khóa "tuyệt vời". Công cụ sẽ "kéo" danh sách các từ khóa tìm kiếm từ danh sách từ khóa khổng lồ để cung cấp các số liệu mà bạn không thể tìm kiếm được ở bất kỳ nơi đâu.</p>
<h2 id="mcetoc_1elpnnuo32">3.<span> </span><a title="SEO Book Keyword Tools" href="https://quantrimang.com/url?q=aHR0cDovL3Rvb2xzLnNlb2Jvb2suY29tL2tleXdvcmQtdG9vbHMvc2VvYm9vay8%3D" target="_blank" rel="nofollow noopener">SEO Book Keyword Tools</a></h2>
<p>Aaron Wall đã sử dụng công cụ này trên trang web của họ trong suốt một khoảng thời gian dài, và cho đến bây giờ họ vẫn trung thành với công cụ này.</p>
<h2 id="mcetoc_1elpnnuo33">4.<span> </span><a title="Bing Webmaster Toolbox" href="https://quantrimang.com/url?q=aHR0cDovL3d3dy5iaW5nLmNvbS90b29sYm94L3dlYm1hc3Rlci8%3D" target="_blank" rel="nofollow noopener">Bing Webmaster Toolbox</a></h2>
<p>Bing có một bộ sưu tập các công cụ tìm kiếm của riêng mình, trong đó bao gòm cả các công cụ tìm kiếm từ khóa.</p>
<p>Các dữ liệu trên Bing sẽ được lấy từ chính nó, điều này đồng nghĩa với việc bạn có thể đưa ra giả định "tương đối" về độ nổi tiếng của từ khóa.</p>
<h2 id="mcetoc_1elpnnuo34">5.<span> </span><a title="WordTracker" href="https://quantrimang.com/url?q=aHR0cDovL3d3dy53b3JkdHJhY2tlci5jb20v" target="_blank" rel="nofollow noopener">WordTracker</a></h2>
<p>WordTracker là một ứng dụng thương mại cung cấp công cụ miễn phí trên front-end của họ (Front-end là những gì người dùng nhìn thấy và tương tác. Nó được coi là "mặt tiền" của một trang web).</p>
<p>Giao diện của công cụ khá thân thiện, giúp người dùng có thể phân tích từ khóa nhanh chóng.</p>
<h2 id="mcetoc_1elpnnuo35">6.<span> </span><a title="Keyword Discovery" href="https://quantrimang.com/url?q=aHR0cDovL3d3dy5rZXl3b3JkZGlzY292ZXJ5LmNvbS9zZWFyY2guaHRtbA%3D%3D" target="_blank" rel="nofollow noopener">Keyword Discovery</a></h2>
<p>Keyword Discovery là một công cụ khá "cool". Dữ liệu từ khoá của Keyword Discovery được biên dịch và chọn lựa từ một số công cụ tìm kiếm nhằm cung cấp dữ liệu một cách chính xác nhất.</p>
<p><img class="lazy lightbox loaded" title="Keyword tool" src="https://st.quantrimang.com/photos/image/2016/05/18/keyword-tool.jpg" alt="Keyword tool" width="600" height="295" data-src="https://st.quantrimang.com/photos/image/2016/05/18/keyword-tool.jpg" data-i="0" data-was-processed="true" /></p>
<div class="adbox in-article"> </div>
<h2 id="mcetoc_1elpnnuo36">7.<span> </span><a title="WordPot" href="https://quantrimang.com/url?q=aHR0cDovL3d3dy5rZXl3b3JkLXJlc2VhcmNoLmluZm8vd29yZHBvdC1rZXl3b3JkLXRvb2wv" target="_blank" rel="nofollow noopener">WordPot</a></h2>
<p>WordPot là công cụ nhỏ khá thú vị, công cụ có thể cung cấp cho người dùng khối lượng các từ khóa tìm kiếm hàng ngày. Các điểm dữ liệu này thường không được cung cấp bởi các nhà sản xuất công cụ, do đó nó có thể có ích cho bạn khi tương quan với các số liệu khác nhau.</p>
<h2 id="mcetoc_1elpnnuo37">8.<a title=" Ubersuggest" href="https://quantrimang.com/url?q=aHR0cHM6Ly91YmVyc3VnZ2VzdC5pby8%3D" target="_blank" rel="nofollow noopener"><span> </span>Ubersuggest</a></h2>
<p>Ubersuggest là một trong những công cụ được nhiều SEOer yêu thích từ lâu. Công cụ này cực kỳ hữu ích cho việc nghiên cứu từ khóa trong Google AdWords, cũng như việc nghiên cứu từ khóa trong SEO.</p>
<p>Chỉ cần nhập từ khóa của bạn, lập tức UberSuggest sẽ hiển thị danh sách các từ khóa biến thể theo ký tự khác nhau.</p>
<h2 id="mcetoc_1elpnnuo38">9.<span> </span><a title=" SEMRush" href="https://quantrimang.com/url?q=aHR0cHM6Ly93d3cuc2VtcnVzaC5jb20v" target="_blank" rel="nofollow noopener">SEMRush</a></h2>
<p>Với công cụ tuyệt vời này bạn có thể thiết lập bất kỳ số lượng từ khóa tìm kiếm mà bạn cần. Công cụ này cực kỳ hữu ích cho việc nghiên cứu từ khóa nói chung và cạnh tranh các từ khóa nói riêng.</p>
<h2 id="mcetoc_1elpnnuo39">10.<a title=" SpyFu" href="https://quantrimang.com/url?q=aHR0cDovL3d3dy5zcHlmdS5jb20v" target="_blank" rel="nofollow noopener"><span> </span>SpyFu</a></h2>
<p>SpyFu là công cụ cho phép bạn tìm hiểu AdWords và từ khóa của đối thủ cạnh tranh. SpyFu thực sự cho phép bạn đào sâu, tìm hiểu được những gì có lợi và không có lợi cho chiến dịch AdWords của đối thủ cạnh tranh. Khi bạn theo dõi những bước đi của đối thủ cạnh tranh, bạn có thể tránh được những sai lầm họ đã mắc phải…</p>
<h2 id="mcetoc_1elpoqg9o0">11.<span> </span><a title="Ahrefs Keyword Explorer" href="https://quantrimang.com/url?q=aHR0cHM6Ly9haHJlZnMuY29tL2tleXdvcmRzLWV4cGxvcmVy" target="_blank" rel="nofollow noopener">Ahrefs Keyword Explorer</a></h2>
<figure data-inimage-loaded="true"><img class="lazy lightbox loaded" src="https://st.quantrimang.com/photos/image/2020/10/29/keyword-tool-1.jpg" alt="Ahrefs Keyword Explorer " width="650" height="344" data-src="https://st.quantrimang.com/photos/image/2020/10/29/keyword-tool-1.jpg" data-i="2" data-was-processed="true" />
<figcaption>Ahrefs Keyword Explorer </figcaption>
</figure>
<p>Ahrefs là một trong những công cụ nghiên cứu từ khóa tốt nhất dành cho người tạo nội dung hiện nay. Nền tảng cung cấp một báo cáo từ khóa rộng cho người dùng và dựa vào dữ liệu duyệt web (clickstream) để cung cấp những số liệu nhấp chuột độc nhất.</p>
<p>Các tính năng nổi bật:</p>
<ul>
<li>Đánh giá độ khó từ khóa chính xác</li>
<li>Hơn 1.000 đề xuất từ ​​khóa</li>
<li>Được hỗ trợ ở hơn 171 quốc gia</li>
<li>Cung cấp số liệu nhấp chuột để cải thiện CTR</li>
<li>Tổng quan về trang kết quả tìm kiếm mở rộng</li>
</ul>
<h2 id="mcetoc_1elpoqg9o1">12.<span> </span><a title="Google Keyword Planner" href="https://quantrimang.com/url?q=aHR0cHM6Ly9hZHMuZ29vZ2xlLmNvbS9pbnRsL2VuX2luL2hvbWUvdG9vbHMva2V5d29yZC1wbGFubmVyLw%3D%3D" target="_blank" rel="nofollow noopener">Google Keyword Planner</a> </h2>
<figure><img class="lazy lightbox loaded" src="https://st.quantrimang.com/photos/image/2020/10/29/keyword-tool-2.jpg" alt="Google Keyword Planner " width="650" height="291" data-src="https://st.quantrimang.com/photos/image/2020/10/29/keyword-tool-2.jpg" data-i="3" data-was-processed="true" />
<figcaption>Google Keyword Planner </figcaption>
</figure>
<p>Google Keyword Planner là một tùy chọn công cụ từ khóa đơn giản phục vụ một vài tính năng cơ bản. Mặc dù thiếu chức năng, nhưng đây là một trong những nguồn dữ liệu từ khóa chính xác nhất trên thị trường. Dữ liệu đến trực tiếp từ<span> </span><a title="Google là gì?" href="https://quantrimang.com/google-la-gi-163417">Google</a><span> </span>và kết quả tích hợp tốt với việc kiếm tiền từ AdSense.</p>
<p>Các tính năng nổi bật:</p>
<ul>
<li>Tìm các từ khóa thương mại sử dụng phạm vi giá thầu đầu trang</li>
<li>Volume (khối lượng) tìm kiếm chính xác trực tiếp từ công cụ tìm kiếm của Google</li>
<li>Lựa chọn tốt nhất cho các trang web kinh doanh</li>
<li>Google Keyword Planner có sẵn miễn phí.</li>
</ul>
<h2 id="mcetoc_1elpoqg9o2">13.<span> </span><a title="KWFinder" href="https://quantrimang.com/url?q=aHR0cHM6Ly9rd2ZpbmRlci5jb20vIw%3D%3D" target="_blank" rel="nofollow noopener">KWFinder</a></h2>
<figure><img class="lazy lightbox loaded" src="https://st.quantrimang.com/photos/image/2020/10/29/keyword-tool-3.jpg" alt="KWFinder" width="650" height="344" data-src="https://st.quantrimang.com/photos/image/2020/10/29/keyword-tool-3.jpg" data-i="4" data-was-processed="true" />
<figcaption>KWFinder</figcaption>
</figure>
<p>KWFinder là công cụ được thiết kế bởi Mangools - một nhà phát triển nổi tiếng với việc cung cấp những công cụ nghiên cứu từ khóa tốt nhất trên các danh mục. Bạn có thể sử dụng hướng dẫn dành cho người mới bắt đầu để tiến hành quá trình nghiên cứu từ khóa.</p>
<p>Nền tảng KWFinder giúp bạn dễ dàng tìm các từ khóa có độ khó SEO thấp, cùng với một loạt những tính năng hữu ích khác.</p>
<p>Các tính năng nổi bật:</p>
<ul>
<li>Giao diện người dùng độc đáo và dễ điều hướng</li>
<li>Tìm từ khóa bằng bất kỳ mục tiêu ngôn ngữ nào, ở bất kỳ đâu</li>
<li>Chọn các tùy chọn từ danh sách từ khóa</li>
<li>Nhận thống kê chính xác về tính cạnh tranh của từ khóa</li>
<li>Tổng quan chuyên sâu về trang kết quả công cụ tìm kiếm cùng với danh sách các đề xuất</li>
<li>Sử dụng bộ lọc để tinh chỉnh danh sách đề xuất từ ​​khóa</li>
</ul>
<p>KWFinder là một phần của gói Mangools bao gồm 4 công cụ SEO khác. Công cụ từ khóa này chỉ cho phép một số ít các tìm kiếm miễn phí.</p>
<h2>14.<span> </span><a title="GrowthBar" href="https://quantrimang.com/url?q=aHR0cHM6Ly93d3cuZ3Jvd3RobWFya2V0aW5ncHJvLmNvbS9ncm93dGhiYXIv" target="_blank" rel="nofollow noopener">GrowthBar</a></h2>
<figure><img class="lazy lightbox loaded" src="https://st.quantrimang.com/photos/image/2020/11/09/keyword-tool-1.jpg" alt="GrowthBar" width="650" height="304" data-src="https://st.quantrimang.com/photos/image/2020/11/09/keyword-tool-1.jpg" data-i="5" data-was-processed="true" />
<figcaption>GrowthBar</figcaption>
</figure>
<p>GrowthBar là lựa chọn tuyệt vời cho những ai không có nhiều thời gian và muốn độ khó xếp hạng cũng như các đề xuất từ ​​khóa xuất hiện cùng với kết quả tìm kiếm. Tất cả những gì bạn phải làm là nhập từ khóa bạn muốn nhắm mục tiêu và GrowthBar sẽ hiển thị cho bạn thông tin chi tiết cụ thể về các đối thủ cạnh tranh trong tương lai.</p>
<p>Những tính năng nổi bật:</p>
<ul>
<li>Theo dõi xếp hạng từ khóa</li>
<li>Độ khó xếp hạng chính xác</li>
<li>Đề xuất từ ​​khóa đuôi dài</li>
<li>Dữ liệu từ khóa có thể xuất</li>
<li>Số từ trên trang</li>
</ul>
<p>GrowthBar cung cấp bản dùng thử 5 ngày miễn phí, sau đó bạn sẽ bị tính phí dựa trên gói đã chọn. Gói cấp cao hơn sẽ cho phép bạn tìm kiếm từ khóa không giới hạn.</p>
<h2>15.<span> </span><a title="Long Tail Pro " href="https://quantrimang.com/url?q=aHR0cHM6Ly9sb25ndGFpbHByby5jb20vZXhjbHVzaXZlLW9mZmVyLXBhcnRuZXJzLz9zc2NpZD1iMWs0Xzkxam9l" target="_blank" rel="nofollow noopener">Long Tail Pro</a></h2>
<figure><img class="lazy lightbox loaded" src="https://st.quantrimang.com/photos/image/2020/11/09/keyword-tool-2.jpg" alt="Long Tail Pro" width="650" height="314" data-src="https://st.quantrimang.com/photos/image/2020/11/09/keyword-tool-2.jpg" data-i="6" data-was-processed="true" />
<figcaption>Long Tail Pro</figcaption>
</figure>
<p>Không có gì bí mật khi các từ khóa đuôi dài là tiêu chuẩn mới của SEO. Công cụ từ khóa Long Tail Pro giúp tạo các từ khóa đuôi dài cho những trang web đặc thù.</p>
<p>Những tính năng nổi bật:</p>
<ul>
<li>Số liệu từ khóa chi tiết, mạnh mẽ</li>
<li>Dễ dàng tìm các từ khóa đuôi dài</li>
<li>Cung cấp các đề xuất để thu hút lưu lượng không phải trả tiền, có khả năng chuyển đổi cao</li>
<li>Hơn 2.500 tra cứu SERP cứ sau 24 giờ</li>
</ul>
<p>Long Tail Pro là một công cụ cao cấp và cung cấp bản dùng thử miễn phí 7 ngày. Đăng ký bắt đầu ở mức thấp nhất là $25/tháng (khi thanh toán hàng năm). Long Tail Pro hiện cung cấp 3 gói cho người dùng lựa chọn.</p>
<h2>16.<span> </span><a title="Keyword Tool" href="https://quantrimang.com/url?q=aHR0cHM6Ly9rZXl3b3JkdG9vbC5pby8%3D" target="_blank" rel="nofollow noopener">Keyword Tool</a></h2>
<figure><img class="lazy lightbox loaded" src="https://st.quantrimang.com/photos/image/2020/11/09/keyword-tool-3.jpg" alt="Keyword Tool" width="650" height="314" data-src="https://st.quantrimang.com/photos/image/2020/11/09/keyword-tool-3.jpg" data-i="7" data-was-processed="true" />
<figcaption>Keyword Tool</figcaption>
</figure>
<p>Nếu bạn bị ám ảnh bởi việc khai thác dữ liệu từ khóa, hãy thử Keyword Tool. Nền tảng này được coi là một trong những công cụ nghiên cứu từ khóa hàng đầu trên thị trường và cung cấp phân tích cho nhiều công cụ tìm kiếm, bao gồm Google, YouTube, Bing, Amazon và App Store.</p>
<p>Những tính năng nổi bật:</p>
<ul>
<li>Tìm các từ khóa tuyệt vời bằng Google Autocomplete</li>
<li>Bổ sung cho quá trình tiếp thị trên mạng xã hội của bạn với tính năng phân tích từ khóa Instagram và Twitter</li>
<li>Xuất kết quả sang<span> </span><a title="File CSV là gì?" href="https://quantrimang.com/file-csv-la-gi-175377">CSV</a></li>
<li>UX đơn giản cho người mới bắt đầu</li>
</ul>
<p>Keyword Tool rất giống với Google Keyword Planner. Nó miễn phí cho hơn 750 từ khóa đầu tiên và cực kỳ dễ dàng để bắt đầu. Gói "Basic" của Keyword Tool bắt đầu với $69/tháng và yêu cầu thanh toán hàng năm.</p>
<p>Quantrimang.com</p>]]></content:encoded>
                        <category domain="https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/">Kiến thức, Kinh nghiệm chia sẽ</category>                        <dc:creator>khaibl</dc:creator>
                        <guid isPermaLink="true">https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/seo/</guid>
                    </item>
                                        <item>
                        <title>Một số quy luật thú vị trong cuộc sống</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/mot-so-quy-luat-thu-vi-trong-cuoc-song/</link>
                        <pubDate>Fri, 25 Sep 2020 08:50:45 +0000</pubDate>
                        <description><![CDATA[Hiệu ứng lồng chim
Nhà tâm lý học người Mỹ William James và nhà vật lý Carlson là một đôi bạn thân. Một ngày, James nói sẽ có &quot;mẹo&quot; buộc Carlson phải nuôi một con chim. Carlson nghe nhưng k...]]></description>
                        <content:encoded><![CDATA[<p class="Normal"><strong>Hiệu ứng lồng chim</strong></p>
<p class="Normal">Nhà tâm lý học người Mỹ William James và nhà vật lý Carlson là một đôi bạn thân. Một ngày, James nói sẽ có "mẹo" buộc Carlson phải nuôi một con chim. Carlson nghe nhưng không tin. Đến sinh nhật của người bạn thân, James tặng Carlson một chiếc lồng chim rất đẹp. Nhà vật lý treo nó trong phòng khách.</p>
<figure data-size="true">
<div class="fig-picture"><img class="lazy lazied" src="https://i1-giadinh.vnecdn.net/2020/09/22/Long-chim-jpeg-6810-1600749861.jpg?w=680&amp;h=0&amp;q=100&amp;dpr=1&amp;fit=crop&amp;s=-28JGm-9RsrNM70i1kHnLg" alt="Hiệu ứng lồng chim được những người thông minh ứng dụng rất hiệu quả vào cuộc sống. Ảnh minh họa: Medium." data-src="https://i1-giadinh.vnecdn.net/2020/09/22/Long-chim-jpeg-6810-1600749861.jpg?w=680&amp;h=0&amp;q=100&amp;dpr=1&amp;fit=crop&amp;s=-28JGm-9RsrNM70i1kHnLg" data-ll-status="loaded" /></div>
<figcaption>
<p class="Image">Hiệu ứng lồng chim được những người thông minh ứng dụng rất hiệu quả vào cuộc sống. Ảnh minh họa:<span> </span><em>Medium.</em></p>
</figcaption>
</figure>
<p class="Normal">Vài ngày sau, Carlson phát hiện ra rằng bất cứ ai đến chơi, khi nhìn thấy lồng chim đều sẽ hỏi con chim ở trong lồng đâu. Carlson ban đầu nhẫn nại nói về xuất xứ chiếc lồng, nhưng sau đó bắt đầu cảm thấy vô cùng phiền phức khi ngày nào cũng phải giải thích. Cuối cùng, anh quyết định đi mua một con chim thả vào lồng. Đó chính là "hiệu ứng lồng chim".</p>
<p class="Normal">Hiệu ứng lồng chim có nghĩa là: Nếu một người vô tình có thứ mà họ không cần, để tránh lãng phí hoặc vì một lý do nào đó khác, họ sẽ tiếp tục bổ sung thêm những thứ họ không cần một cách có ý thức hoặc vô thức.</p>
<p class="Normal">Đặc điểm của hiệu ứng lồng chim là những tín hiệu tâm lý nó tạo ra có thể ảnh hưởng đến hành vi của chúng ta. Thế nên, những người thông minh thường tận dụng điều này để giúp bản thân hình thành những thói quen tốt. Ví dụ như đọc một cuốn sách chẳng hạn. Một cuốn sách mở khiến bạn háo hức đọc hơn một cuốn sách đóng, vì bạn có thể có ý nghĩ rằng cuốn sách đã mở rồi, tốt hơn là nên đọc nó. Thói quen đọc sách cũng xuất phát từ việc mua cuốn sách về và tìm tòi nó.</p>
<p class="Normal"><strong>Luật Kipling</strong></p>
<p class="Normal">Nhà văn Anh Rudyard Kipling nói: "Phát hiện vấn đề luôn quan trọng hơn giải quyết vấn đề, viết ra vấn đề là bạn đã giải quyết được nó một nửa".</p>
<p class="Normal">Ở Mỹ có câu chuyện khá nổi tiếng: Công ty Ford có một dây chuyền phải ngừng hoạt động do động cơ bị hư hỏng. Công ty đã cử nhiều kỹ sư sửa nhưng không ăn thua, cuối cùng nhờ đến Steinmetz (người sau này là một giáo sư nổi tiếng). Steinmetz chậm rãi quan sát động cơ, sau đó vẽ một đường thẳng tại một vị trí trên bản vẽ, rồi nói: "Thiếu một cuộn cảm biến ở đây". Sau khi phía Ford thay thế cuộn dây, động cơ tiếp tục hoạt động ổn định.</p>
<p class="Normal">Người giám đốc vô cùng vui mừng, hỏi Steinmetz chi phí. Ông trả lời: 10.000 USD (thời đó, các kỹ sư hàng đầu của Ford chỉ kiếm được 5 USD mỗi tháng). Ông giám đốc khựng lại, Steinmetz viết vào một tờ giấy dòng chữ: "Vẽ một đường: 1 USD. Biết nơi để vẽ đường đó: 10.000 USD". Biết chuyện, chủ tịch Ford không chỉ chấp thuận trả tiền Steinmetz, mà còn mời ông về làm việc.</p>
<p class="Normal">Cuộc sống là như vậy. Khi bạn thấy ai đó giải quyết vấn đề một cách đơn giản, bạn nghĩ mình cũng có thể làm được. Nhưng thực tế khó hơn thế rất nhiều lần. Nhà bác học Einstein đã kết luận: "Việc khám phá vấn đề có ý nghĩa hơn tất cả".</p>
<p class="Normal">Chúng ta thường rối lên khi gặp vấn đề, nhưng lại không muốn yên lặng suy nghĩ trong vài chục phút. Thế nên, những người giỏi giang, thông minh nhất không phải người hành động đầu tiên, mà là người chịu suy nghĩ để phát hiện ra vấn đề nhanh nhất.</p>
<p class="Normal"><strong>Hiệu ứng ấn tượng ban đầu</strong></p>
<p class="Normal">Nếu một người để lại ấn tượng tốt trong lần giao tiếp ban đầu, thì những lần sau đó, mọi người sẵn sàng tiếp xúc với anh ta. Hiệu ứng đơn giản này ai cũng biết, nhưng nó lại mang theo những quy luật tâm lý phong phú.</p>
<p class="Normal">Theo nghiên cứu khoa học, não bộ giúp chúng ta "dán nhãn", tức là phân loại và sắp xếp những người và những sự vật, sự việc mà chúng ta nhìn thấy. Khi tiếp xúc với các đối tượng đó, chúng ta sẽ hình thành một khuôn khổ nhận thức trong tâm trí, một khi đã hoàn thiện thì rất khó thay đổi.</p>
<p class="Normal">Do đó, hiệu ứng ấn tượng ban đầu vô cùng quan trọng, mà chỉ cần nắm bắt chính xác nó, bạn có thể tạo ra một bầu không khí tích cực giữa các cá nhân, và từ đó, có được những yếu tố thuận lợi cho cuộc sống, cho sự nghiệp của mình .</p>
<p class="Normal"><strong>Định luật "bức tượng biết lắng nghe"</strong></p>
<p class="Normal">Trong các tích cổ Trung Hoa có truyện: Một nước nhỏ cống tiến cho Đường Huyền Tông 3 bức tượng người vàng, bề ngoài trông giống nhau, nhưng trong đó có một bức quý nhất. Rất nhiều đại thần tham gia vào việc phân loại nhưng đều không thành công. Cuối cùng, có một vị đại thần lấy ba sợi tơ đặt vào tai của ba bức tượng. Bức tượng thứ nhất, sợi tơ rơi ra từ chiếc tai bên kia. Bức tượng thứ hai, sợi tơ rơi ra miệng. Bức thứ ba, sợi tơ rơi xuống bụng. Vị đại thần nói, bức thứ ba là quý nhất. Ông giải thích, ba bức tượng tượng trưng cho ba loại người. Kiểu thứ nhất là nghe tai trái ra tai phải, hoàn toàn không biết lắng nghe. Loại thứ hai, nghe gì nói thế, thiếu suy nghĩ. Chỉ có kiểu người thứ ba, biết lắng nghe, giữ trong lòng để ngẫm nghĩ, như vậy mới là khôn ngoan nhất.</p>
<p class="Normal">Như người xưa nói: "Người khôn ngoan không khoe việc mình làm, nước thâm sâu không bao giờ cho thấy đáy", chính là như vậy.</p>
<p>st: <em>Theo Aboluowang, vnexpress dịch</em></p>]]></content:encoded>
                        <category domain="https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/">Kiến thức, Kinh nghiệm chia sẽ</category>                        <dc:creator>khaibl</dc:creator>
                        <guid isPermaLink="true">https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/mot-so-quy-luat-thu-vi-trong-cuoc-song/</guid>
                    </item>
                                        <item>
                        <title>Đọc và thay đổi thông tin trên file word/ excel</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/doc-va-thay-doi-thong-tin-tren-file-word-excel/</link>
                        <pubDate>Mon, 24 Aug 2020 02:58:20 +0000</pubDate>
                        <description><![CDATA[]]></description>
                        <content:encoded><![CDATA[515]]></content:encoded>
                        <category domain="https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/">Kiến thức, Kinh nghiệm chia sẽ</category>                        <dc:creator>duydt</dc:creator>
                        <guid isPermaLink="true">https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/doc-va-thay-doi-thong-tin-tren-file-word-excel/</guid>
                    </item>
                                        <item>
                        <title>Firefox 64-bit</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/firefox-64-bit/</link>
                        <pubDate>Thu, 14 May 2020 09:27:13 +0000</pubDate>
                        <description><![CDATA[khaibl đăng này 29 Tháng Tám 2017 - Chỉnh sửa lần cuối 29 Tháng Tám 2017

Giờ mới biết có bộ cài riêng về firefox 64 bit. hy vọng không bị lỗi chiếm ram hơn 2GB. nhớ chọn bản 64
Link ...]]></description>
                        <content:encoded><![CDATA[<div class="rowcreater hidden-xs"><a href="http://oforum.sthink.com.vn/profile/khaibl/"><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/2e4f5bf8-176a-4e96-9bea-a7d100e43f59_7u7a3944.jpg?width=50&amp;crop=0,0,50,50" alt="khaibl" /></a></div>
<div class="rowdetails clearfix">
<div class="postdetails postdetails-guest">
<div class="postbodytop"><a class="postmember-f3b4eb86-fbde-4c72-9a22-a7de01040d52" href="http://oforum.sthink.com.vn/profile/khaibl/">khaibl</a><span> </span>đăng này 29 Tháng Tám 2017<span> </span><span class="hidden-xs">- Chỉnh sửa lần cuối 29 Tháng Tám 2017</span></div>
<div id="postcontent-f3b4eb86-fbde-4c72-9a22-a7de01040d52" class="postcontent">
<p>Giờ mới biết có bộ cài riêng về firefox 64 bit. hy vọng không bị lỗi chiếm ram hơn 2GB. nhớ chọn bản 64</p>
<p>Link download<span> </span><a href="https://www.mozilla.org/en-US/firefox/all/?q=English%20(US)" target="_blank" rel="noopener">https://www.mozilla.org/en-US/firefox/all/?q=English%20(US)</a></p>
<p><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/8cd98ca0-49e0-4e28-beb6-a7de01040b15_ffx64.jpg?width=690&amp;upscale=false" alt="" /></p>
<div class="rowcreater hidden-xs"><a href="http://oforum.sthink.com.vn/profile/khaibl/"><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/2e4f5bf8-176a-4e96-9bea-a7d100e43f59_7u7a3944.jpg?width=50&amp;crop=0,0,50,50" alt="khaibl" /></a></div>
<div class="rowdetails clearfix">
<div class="postdetails postdetails-guest">
<div class="postbodytop"><a class="postmember-9aeb5ee1-2feb-4f5f-a3cd-a7df00fe9343" href="http://oforum.sthink.com.vn/profile/khaibl/">khaibl</a><span> </span>đăng này 30 Tháng Tám 2017<span> </span><span class="hidden-xs">- Chỉnh sửa lần cuối 30 Tháng Tám 2017</span></div>
<div id="postcontent-9aeb5ee1-2feb-4f5f-a3cd-a7df00fe9343" class="postcontent">
<p>Cũng bị leak như thường. sau khi xem 1 phim online xong</p>
<p><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/442902b7-8829-4dfd-8163-a7df00fe83ad_fffull.jpg?width=690&amp;upscale=false" alt="" /></p>
</div>
</div>
</div>
</div>
</div>
</div>]]></content:encoded>
                        <category domain="https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/">Kiến thức, Kinh nghiệm chia sẽ</category>                        <dc:creator>hongltt</dc:creator>
                        <guid isPermaLink="true">https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/firefox-64-bit/</guid>
                    </item>
                                        <item>
                        <title>SQL ObjList - add một hay nhiều column, table từ database khác</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/sql-objlist-add-mo%cc%a3t-hay-nhieu-column-table-tu-database-khac/</link>
                        <pubDate>Thu, 14 May 2020 09:19:10 +0000</pubDate>
                        <description><![CDATA[khaibl đăng này 06 Tháng Chín 2017

 
- Nếu thường xuyên phải copy customize từ khách hàng này sang khách hàng khác, đồng thời cũng phải copy luôn cấu trúc table, column...]]></description>
                        <content:encoded><![CDATA[<div class="rowcreater hidden-xs">
<p><a href="http://oforum.sthink.com.vn/profile/khaibl/"> <img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/2e4f5bf8-176a-4e96-9bea-a7d100e43f59_7u7a3944.jpg?width=50&amp;crop=0,0,50,50" alt="khaibl" /></a></p>
</div>
<div class="rowdetails clearfix">
<div class="postdetails postdetails-guest">
<div class="postbodytop"><a class="postmember-2b33d8c1-64a1-4121-9491-a7e6011c8718" href="http://oforum.sthink.com.vn/profile/khaibl/">khaibl</a><span> </span>đăng này 06 Tháng Chín 2017<span class="hidden-xs"></span></div>
<div id="postcontent-2b33d8c1-64a1-4121-9491-a7e6011c8718" class="postcontent">
<p> </p>
<p>- Nếu thường xuyên phải copy customize từ khách hàng này sang khách hàng khác, đồng thời cũng phải copy luôn cấu trúc table, column, index qua ... có thể sử dụng tool ObjList để tiết kiệm thời gian</p>
<p>- Chỉ áp dụng cho database FA11, Sthink Accounting và Sthink Enterprise</p>
<p>- Các bước như sau:</p>
<ul>
<li><em>So sánh database -- trong tool</em></li>
<li><em>Export các cột cần add ra câu SQL Insert</em></li>
<li><em>Chạy lệnh để insert vào table <strong></strong></em></li>
<li><em>Chạy lệnh đồng bộ cấu trúc <strong>SmUpdateTable</strong></em></li>
</ul>
<p>- Xem hình</p>
<p>1. So sanh</p>
<p><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/6fe4ceb6-cbd4-485f-9b6c-a7e6011bcdc4_objlist01.jpg?width=690&amp;upscale=false" alt="" /></p>
<p> </p>
<p>2. Export column cần thiết<img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/7c4c2237-8510-4362-bc61-a7e6011bebf4_objlist02.jpg?width=690&amp;upscale=false" alt="" /></p>
<p> </p>
<p>3. Insert vào table SmUpdate_Table</p>
<p><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/b3820449-5d3b-4b7f-bf05-a7e6011c148e_objlist03.jpg?width=690&amp;upscale=false" alt="" /></p>
<p> </p>
<p>4. Chạy lệnh SmUpdateTable để cấu trúc đc đồng bộ</p>
<p><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/10665939-d4e1-4b26-99d6-a7e6011c5946_objlist04.jpg?width=690&amp;upscale=false" alt="" /></p>
<p>Sau khi chạy xong có thể chạy lại lệnh so sánh để kiểm tra. </p>
</div>
</div>
</div>]]></content:encoded>
                        <category domain="https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/">Kiến thức, Kinh nghiệm chia sẽ</category>                        <dc:creator>hongltt</dc:creator>
                        <guid isPermaLink="true">https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/sql-objlist-add-mo%cc%a3t-hay-nhieu-column-table-tu-database-khac/</guid>
                    </item>
                                        <item>
                        <title>ConceptDraw Pro - Phần mềm viết ý tưởng và vẽ form giao diện phần mềm</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/conceptdraw-pro-phan-mem-viet-y-tuong-va-ve-form-giao-dien-phan-mem/</link>
                        <pubDate>Thu, 14 May 2020 08:40:22 +0000</pubDate>
                        <description><![CDATA[khaibl đăng này 01 Tháng Hai 2018 - Chỉnh sửa lần cuối 02 Tháng Hai 2018


 
\\192.168.8.10\Software\ConceptDraw Mindmap Professional v5.12\8.0



khaibl đăng này 06 Tháng Hai 201...]]></description>
                        <content:encoded><![CDATA[<div class="rowcreater hidden-xs"><a href="http://oforum.sthink.com.vn/profile/khaibl/"><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/2e4f5bf8-176a-4e96-9bea-a7d100e43f59_7u7a3944.jpg?width=50&amp;crop=0,0,50,50" alt="khaibl" /></a></div>
<div class="rowdetails clearfix">
<div class="postdetails postdetails-guest">
<div class="postbodytop"><a class="postmember-0f3505f1-b9c4-4ecd-be12-a87a00564a6f" href="http://oforum.sthink.com.vn/profile/khaibl/">khaibl</a><span> </span>đăng này 01 Tháng Hai 2018<span> </span><span class="hidden-xs">- Chỉnh sửa lần cuối 02 Tháng Hai 2018</span></div>
<div id="postcontent-0f3505f1-b9c4-4ecd-be12-a87a00564a6f" class="postcontent">
<p><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/73c02fed-d028-4a8b-b1ae-a87a005580b7_aaa.jpg?width=690&amp;upscale=false" alt="" /></p>
<p> <img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/a65eb312-74ef-40ca-a534-a87a008318bb_bbb.jpg?width=690&amp;upscale=false" alt="" /></p>
<p>\\192.168.8.10\Software\ConceptDraw Mindmap Professional v5.12\8.0</p>
<p><a href="http://app.sthink.com.vn/download/conceptdraw-mindmap_6280.zip">http://app.sthink.com.vn/download/conceptdraw-mindmap_6280.zip</a></p>
<div class="rowcreater hidden-xs"><a href="http://oforum.sthink.com.vn/profile/khaibl/"><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/2e4f5bf8-176a-4e96-9bea-a7d100e43f59_7u7a3944.jpg?width=50&amp;crop=0,0,50,50" alt="khaibl" /></a></div>
<div class="rowdetails clearfix">
<div class="postdetails postdetails-guest">
<div class="postbodytop"><a class="postmember-a2bdd682-1651-48b9-9b2c-a87f00468750" href="http://oforum.sthink.com.vn/profile/khaibl/">khaibl</a><span> </span>đăng này 06 Tháng Hai 2018<span class="hidden-xs"></span></div>
<div id="postcontent-a2bdd682-1651-48b9-9b2c-a87f00468750" class="postcontent">
<p> </p>
<p> </p>
<p> Có sẵn nhiều template như hoá đơn, quy trình tin học, kinh doanh . . . .<img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/d4d7a00e-ea7c-4b0f-9201-a87f004660dc_c01.jpg?width=690&amp;upscale=false" alt="" /></p>
<p> </p>
<p><img 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" 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                        <category domain="https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/">Kiến thức, Kinh nghiệm chia sẽ</category>                        <dc:creator>hongltt</dc:creator>
                        <guid isPermaLink="true">https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/conceptdraw-pro-phan-mem-viet-y-tuong-va-ve-form-giao-dien-phan-mem/</guid>
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                        <title>Trí tuệ nhân tạo, machine learning, deep learning - giải thích dễ hiểu cho bạn</title>
                        <link>https://forum.sthink.com.vn/forum/kien-thuc-kinh-nghiem-chia-se/tri-tue-nhan-tao-machine-learning-deep-learning-giai-thich-de-hieu-cho-ban/</link>
                        <pubDate>Thu, 14 May 2020 08:35:44 +0000</pubDate>
                        <description><![CDATA[khaibl đăng này 02 Tháng Sáu 2018 - Chỉnh sửa lần cuối 02 Tháng Sáu 2018

Machine Learing (ML) và Deep Learning (DL) hai khái niệm đang được nhắc tới nhiều trong lĩnh vực trí tuệ nhân ...]]></description>
                        <content:encoded><![CDATA[<div class="rowcreater hidden-xs"><a href="http://oforum.sthink.com.vn/profile/khaibl/"><img src="http://oforum.sthink.com.vn/content/uploads/f24d8f8b-0ec3-47fd-9d86-a7d0013383b4/2e4f5bf8-176a-4e96-9bea-a7d100e43f59_7u7a3944.jpg?width=50&amp;crop=0,0,50,50" alt="khaibl" /></a></div>
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<div class="postdetails postdetails-guest">
<div class="postbodytop"><a class="postmember-7d4a24fe-4f96-42a0-9376-a8f3003854ea" href="http://oforum.sthink.com.vn/profile/khaibl/">khaibl</a><span> </span>đăng này 02 Tháng Sáu 2018<span> </span><span class="hidden-xs">- Chỉnh sửa lần cuối 02 Tháng Sáu 2018</span></div>
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<p><a class="Tinhte_XenTag_TagLink" title="" href="https://tinhte.vn/tags/machine-learing/">Machine Learing</a><span> </span>(ML) và<span> </span><a class="Tinhte_XenTag_TagLink" title="" href="https://tinhte.vn/tags/deep-learning/">Deep Learning</a><span> </span>(DL) hai khái niệm đang được nhắc tới nhiều trong lĩnh vực<span> </span><a class="Tinhte_XenTag_TagLink" title="" href="https://tinhte.vn/tags/tri-tue-nhan-tao/">trí tuệ nhân tạo</a><span> </span>ngày nay, nhất là ở mảng điện thoại, đồ gia dụng và phần mềm. Hai cụm từ này xuất hiện rất nhiều nhưng không ít người lẫn lộn chúng với nhau. Sau đây là một số điểm giúp bạn phân biệt 2 cụm từ này:<br /><br />Nói thì nghe có vẻ cao siêu nhưng những ví dụ về ML và DL xuất hiện ở khắp mọi nơi. Như cái cách mà Netflix gợi ý "bộ phim mà bạn sẽ muốn xem tiếp theo" hay cách mà Facebook biết những khuôn mặt trong tấm ảnh bạn vừa up lên. Hoặc làm sao mà một người đại diện của trung tâm dịch vụ khách hàng (Customer service) biết trước được liệu bạn có hài lòng với sự hỗ trợ của họ hay không ngay trước cả khi bạn thực sự điền vào mẫu khảo sát dịch vụ của họ. Nghe có vẻ màu nhiệm quá.</p>
<p><br />Vậy thì rốt cuộc thì ML và DL khác nhau như thế nào?<br /><br /><strong><span><a class="Tinhte_XenTag_TagLink" title="" href="https://tinhte.vn/tags/machine-learning/">Machine Learning</a> là gì ?</span></strong><br /><br />ML là cả một ngành nghiên cứu, nhưng ở mức cơ bản thì bạn có thể hiểu nó như thế này "Những thuật toán phân tích dữ liệu, học hỏi tri thức từ dữ liệu đó và áp dụng những gì đã học để đưa ra những quyết định phù hợp".<br /><br />Một ví dụ đơn giản về thuật toán ML là dịch vụ phát nhạc trực tuyến theo yêu cầu. Để dịch vụ này đưa ra quyết định sẽ phát những bài hát mới nào hay của nghệ sĩ nào cho bạn, thuật toán sẽ kết hợp những dữ liệu thu thập được từ chính bạn trước đây (preferences). Bạn đã từng nhấn nút thích hay bỏ qua những bài hát nào? Những dữ liệu này sẽ được thu thập lại hết.</p>
<p><span class="bdImage_attachImage"><span class="inner"><img title="4291716_cover_spotify_khong_chi_de_nghe_nhac.jpg" src="https://photo2.tinhte.vn/data/attachment-files/2018/06/4326598_4291716_cover_spotify_khong_chi_de_nghe_nhac.jpg" alt="Đang tải 4291716_cover_spotify_khong_chi_de_nghe_nhac.jpg…" width="577" height="357" data-width="1008" data-height="623" /></span></span></p>
<p><br />Lẽ dĩ nhiên là mình hoàn toàn không muốn nghe lại các bài hát mình đã bỏ qua, hoặc có thể là của một ca sĩ nào đó mà cứ gặp bài của họ là mình nhấn skip. Với một số ca sĩ khác, mình lại nghe nhiều hơn nhạc do người này do mình thích họ. Đó là cách nghĩ của mình, vậy còn đa phần thuật toán mà các hãng nổi tiếng trên thị trường thường sẽ làm gì ?<br /><br />Thuật toán sẽ thu thập dữ liệu của tất cả người dùng, tìm xem có người nào cũng có các hành vi tương tự bạn hay không, ví dụ like bài x, skip bài y chẳng hạn.Tìm ra được người giống khoảng 60-70% với bạn (nếu muốn 100% thì rất khó đúng không vì 2 người phải có hành vi hoàn toàn tương tự nhau), thuật toán sẽ gợi ý các bài hát mà người kia rất thích cho bạn nghe, mix các bài bạn đã từng nghe và chưa nghe lại mới nhau. Thế là chúng ta có một list nhạc theo yêu cầu.<br /><br />Machine Learning cũng được xem là "nhiên liệu" cho nhiều ngành công nghiệp cần tự động hoá, từ các công ty bảo mật chuyên săn lùng các phần mềm độc hại (malware) đến các chuyên gia tài chính tìm kiếm các giao dịch (trade) sinh lời hay các trợ lý ảo như Siri, Cortana,...<br /><br />Machine Learning tập hợp rất nhiều phép toán và đoạn mã (code) phức tạp, phục vụ cho một chức năng nào đó. Khi một vật gì đó được cho là có khả năng "machine learning" tức là vật đó sẽ thực hiện một chức năng nào đó với dữ liệu mà mình cung cấp cho nó. Ví dụ bạn cung cấp cho Alexa (trợ lý ảo được sản xuất bởi Amazon) một đoạn câu nói, các thuật toán nhận diện giọng nói sẽ được kích hoạt và chuyển thành đoạn lệnh mà Alexa hiểu được, sau đó nó chỉ cần thực hiện công việc bạn giao. Điều đáng chú ý ở đây là thuật toán có thể cải tiến chính nó làm cho chức năng đó ngày càng tốt hơn.<br /><br />Giống như bạn có một cái đèn pin luôn bất sáng mỗi lúc bạn nói "trời tối" thay vì nói "turn on" vì nó bắt được cụm từ<span> </span><strong>tối</strong><span> </span>trong câu nói.<br /><br />Cách các hệ thống có thể học được các thủ thuật càng ngày càng trở nên thực sự thú vị hơn nữa khi đề cập đến Deep Learning<span> </span><img class="mceSmilieSprite mceSmilie1" title="Smile &lt;img src=" alt="" />" src="https://tinhte.vn/styles/default/xenforo/clear.png" alt="<img class="emoticon" src="http://oforum.sthink.com.vn/content/images/emoticons/facebook-smiley-face-for-comments.png" alt="" />"&gt;<br /><br /><span><strong>Deep Learning vs Machine Learning</strong></span><br /><br />Trong thực tế, DL chỉ là một tập hợp con của ML. Về mặt kĩ thuật và cách thức hoạt động thì giống y chang ML (đó cũng là lí do vì sao nhiều người hay nhầm lẫn chúng với nhau). Nhưng xét về khả năng thì lại khác nhau:<br /><br />Các mô hình ML (Machine Learning model) đơn giản ngày càng trở nên tốt hơn nhưng phải có người giám sát tác động vào. Nếu thuật toán ML trả về kết quả không chính xác, thì các kỹ sư (data scientist, data engineer) cần phải phân tích nguyên nhân và điều chỉnh thuật toán sao cho phù hợp (tức là có can thiệp trực tiếp bởi con người). Tuy nhiên,với mô hình DL, các thuật toán sẽ tự động động học hỏi từ các sai lầm của nó (learn from failure) và tự điều chỉnh mình cho phù hợp.<br /><br />Hãy quay trở lại câu chuyện đèn pin: Nó được lập trình là bật sáng mỗi khi trong âm thanh của người nói có từ "tối". Bây giờ nếu đèn pin có chứa mô hình Deep Learning ở bên trong, nó có thể nhận ra rằng, nên bật đèn mỗi lúc nghe thấy người dùng nói "Tôi không thể nhìn thấy" "Công tắc đèn không hoạt động". Mô hình DL có thể học hỏi thông qua phương pháp tính toán riêng của nó.</p>
<p><span class="bdImage_attachImage"><span class="inner"><img title="home_AI_machine_learning_deep_learning.jpg" src="https://photo2.tinhte.vn/data/attachment-files/2018/06/4326597_home_AI_machine_learning_deep_learning.jpg" alt="Đang tải home_AI_machine_learning_deep_learning.jpg…" width="494" height="306" data-width="1521" data-height="942" /></span></span></p>
<p><br /><span><strong>Cách thức hoạt động của Deep Learning ?</strong></span><br /><br />Mô hình Deep Learning được thiết kế để liên tục phân tích dữ liệu với cấu trúc logic tương tự như cách con người đưa ra kết luận (ví dụ: não của bạn biết rằng khi phía trước có cục đá chắn ngang đường thì rẽ lối khác). Để đạt được điều này, DL sử dụng một cấu trúc phân lớp, mỗi lớp chứa các thuật toán khác nhau gọi là mạng nơ ron nhân tạo (Artificial<span> </span><a class="Tinhte_XenTag_TagLink" title="" href="https://tinhte.vn/tags/neural-network/">Neural Network</a><span> </span>- ANN). Mạng nơ ron được lấy cảm hứng từ chính mạng thần kinh sinh học của não bộ con người. Điều này làm cho Deep Learning trở nên mạnh mẽ hơn so với các mô hình Machine Learning tiêu chuẩn.</p>
<p><span class="bdImage_attachImage"><span class="inner"><img title="nn.png" src="https://photo2.tinhte.vn/data/attachment-files/2018/05/4325875_nn.png" alt="Đang tải nn.png…" width="432" height="234" data-width="554" data-height="300" /></span></span><br /><em>Mô hình mạng nơ ron</em></p>
<p><br />Thật sự rất khó để đảm bảo rằng mô hình Deep Learning không đưa ra quyết định sai lầm, mình đôi khi cũng sai huống chi là máy. Nhưng Deep Learning xứng đáng là một sáng tạo vượt bậc đầy tiềm năng của lĩnh vực trí tuệ nhân tạo, hứa hẹn sẽ làm thay đổi cách thức hoạt động nhiều ngành công nghiệp (thiết kế nội thất, ...).<br /><br />Một ví dụ tuyệt với về Deep Learning là Google AlphaGo. Google đã tạo ra một chương trình máy tính học đánh cờ vây gọi là Go, một trò chơi yêu cầu trí tuệ và trực giác sắc bén. Bằng việc chơi với các kỳ thủ chuyên nghiệp, mô hình deep learning của AlphaGo đã đạt được cấp độ chưa từng có tiền lệ sau khi<span> </span><a class="Tinhte_XenTag_TagLink" title="" href="https://tinhte.vn/tags/ai/">AI</a><span> </span>ra đời và nó đã gây ra sự chận động lớn đến cộng đồng khoa học khi đánh bại nhiều bậc thầy cờ vây nổi tiếng thế giới trở thành kỳ thủ vĩ đại nhất.<br /><strong><em><br />Nguồn:<span> </span><a class="externalLink" href="https://www.zendesk.com/blog/machine-learning-and-deep-learning/" target="_blank" rel="nofollow noopener">ZenDesk</a></em></strong></p>
<p>https://tinhte.vn/threads/tri-tue-nhan-tao-machine-learning-deep-learning-giai-thich-de-hieu-cho-ban.2801033/</p>
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