{"id":471339,"date":"2024-11-10T07:04:55","date_gmt":"2024-11-10T07:04:55","guid":{"rendered":"https:\/\/proxycompass.com\/?p=471339"},"modified":"2024-11-20T16:42:27","modified_gmt":"2024-11-20T16:42:27","slug":"best-web-scraping-courses","status":"publish","type":"post","link":"https:\/\/proxycompass.com\/vi\/best-web-scraping-courses\/","title":{"rendered":"C\u00e1c kh\u00f3a h\u1ecdc Web Scraping t\u1ed1t nh\u1ea5t hi\u1ec7n c\u00f3 trong n\u0103m 2024"},"content":{"rendered":"

B\u1ea1n \u0111ang t\u00ecm ki\u1ebfm kh\u00f3a h\u1ecdc thu th\u1eadp d\u1eef li\u1ec7u web t\u1ed1t nh\u1ea5t nh\u01b0ng kh\u00f4ng bi\u1ebft b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u?<\/p>\n\n\n\n

Ch\u00fang t\u00f4i \u0111\u00e3 bi\u00ean so\u1ea1n m\u1ed9t danh s\u00e1ch v\u1edbi nh\u1eefng kh\u00f3a h\u1ecdc t\u1ed1t nh\u1ea5t c\u00f3 s\u1eb5n tr\u1ef1c tuy\u1ebfn. T\u1eeb th\u01b0 vi\u1ec7n Python \u0111\u1ebfn c\u00e1c khu\u00f4n kh\u1ed5 JavaScript, c\u00e1c kh\u00f3a h\u1ecdc to\u00e0n di\u1ec7n n\u00e0y bao g\u1ed3m nhi\u1ec1u c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt kh\u00e1c nhau \u0111\u1ec3 gi\u00fap b\u1ea1n th\u00e0nh th\u1ea1o vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u web. <\/p>\n\n\n\n

Cho d\u00f9 b\u1ea1n l\u00e0 ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u hay l\u00e0 m\u1ed9t l\u1eadp tr\u00ecnh vi\u00ean c\u00f3 kinh nghi\u1ec7m, b\u1ea1n s\u1ebd t\u00ecm th\u1ea5y ph\u1ea7n m\u1ec1m ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee7a m\u00ecnh.<\/p>\n\n\n\n

7 kh\u00f3a h\u1ecdc tr\u1ef1c tuy\u1ebfn h\u00e0ng \u0111\u1ea7u \u0111\u1ec3 h\u1ecdc Web Scraping<\/strong><\/h2>\n\n\n\n

M\u1ed7i ng\u01b0\u1eddi c\u00f3 c\u00e1ch h\u1ecdc kh\u00e1c nhau; \u0111\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao t\u00f4i \u0111\u01b0a v\u00e0o c\u00e1c kh\u00f3a h\u1ecdc v\u1edbi nhi\u1ec1u ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn kh\u00e1c nhau.<\/p>\n\n\n\n

V\u00ec v\u1eady, n\u1ebfu b\u1ea1n mu\u1ed1n t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 th\u01b0 vi\u1ec7n Python, c\u00e1ch s\u1eed d\u1ee5ng Node.js ho\u1eb7c ki\u1ec3m tra k\u1ef9 n\u0103ng s\u1eed d\u1ee5ng d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh, h\u00e3y ti\u1ebfp t\u1ee5c \u0111\u1ecdc \u0111\u1ec3 t\u00ecm kh\u00f3a h\u1ecdc ph\u00f9 h\u1ee3p v\u1edbi b\u1ea1n.<\/p>\n\n\n\n

1. Gi\u1edbi thi\u1ec7u th\u1ef1c t\u1ebf v\u1ec1 Web Scraping trong Python (Real Python)<\/strong><\/h3>\n\n\n\n

\u0110\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi th\u00edch h\u01b0\u1edbng d\u1eabn b\u1eb1ng v\u0103n b\u1ea3n, kh\u00f3a h\u1ecdc n\u00e0y c\u1ee7a Real Python l\u00e0 ho\u00e0n h\u1ea3o. T\u1eeb vi\u1ec7c x\u00e2y d\u1ef1ng tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u web v\u00e0 c\u00e0i \u0111\u1eb7t th\u01b0 vi\u1ec7n Python, cho \u0111\u1ebfn c\u00e1c b\u00e0i t\u1eadp th\u1ef1c h\u00e0nh \u0111\u1ec3 ki\u1ec3m tra ki\u1ebfn th\u1ee9c c\u1ee7a b\u1ea1n, kh\u00f3a h\u1ecdc r\u1ea5t thi\u1ebft th\u1ef1c v\u00e0 l\u00e0 ph\u1ea7n gi\u1edbi thi\u1ec7u nhanh \u0111\u1ec3 c\u1ea3i thi\u1ec7n k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n

C\u00e1c t\u00ednh n\u0103ng ch\u00ednh<\/strong>:<\/p>\n\n\n\n

    \n
  • M\u00e3 ngu\u1ed3n c\u00f3 th\u1ec3 t\u1ea3i xu\u1ed1ng.<\/li>\n\n\n\n
  • D\u1ec5 \u0111\u1ecdc v\u1edbi thi\u1ebft k\u1ebf th\u00e2n thi\u1ec7n.<\/li>\n\n\n\n
  • H\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc ph\u00e2n t\u00edch HTML b\u1eb1ng Beautiful Soup.<\/li>\n<\/ul>\n\n\n\n

    \u0110i\u1ec3m m\u1ea1nh nh\u1ea5t<\/strong>: H\u01b0\u1edbng d\u1eabn \u0111\u01a1n gi\u1ea3n v\u00e0 r\u00f5 r\u00e0ng, c\u00f3 gi\u1ea3i th\u00edch r\u00f5 r\u00e0ng sau v\u00e0 tr\u01b0\u1edbc m\u1ed7i d\u00f2ng m\u00e3.<\/p>\n\n\n\n

    \u0110i\u1ec3m y\u1ebfu l\u1edbn nh\u1ea5t<\/strong>:V\u00ed d\u1ee5 \u0111\u01b0\u1ee3c cung c\u1ea5p l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u tuy\u1ec7t v\u1eddi cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u, nh\u01b0ng c\u1ea7n ph\u1ea3i \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt.<\/p>\n\n\n\n

    \u0110\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau<\/strong>: Ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u \u2013 kh\u00f4ng c\u1ea7n kinh nghi\u1ec7m c\u1ea1o.<\/p>\n\n\n\n

    Kho\u1ea3ng th\u1eddi gian<\/strong>: 10-15 ph\u00fat \u0111\u1ec3 \u0111\u1ecdc n\u00f3.<\/p>\n\n\n\n

    2. S\u1eed d\u1ee5ng Python \u0111\u1ec3 truy c\u1eadp d\u1eef li\u1ec7u web (Coursera)<\/strong><\/h3>\n\n\n\n

    Trong tr\u01b0\u1eddng h\u1ee3p b\u1ea1n c\u00f3 m\u1ed9t s\u1ed1 kinh nghi\u1ec7m v\u1edbi Python \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u web v\u00e0 b\u1ea1n \u0111ang t\u00ecm ki\u1ebfm m\u1ed9t b\u01b0\u1edbc ti\u1ebfn v\u1ec1 \u0111\u1ed9 kh\u00f3, kh\u00f3a h\u1ecdc tr\u1ea3 ph\u00ed Coursera n\u00e0y c\u00f3 th\u1ec3 l\u00e0 th\u1eed th\u00e1ch b\u1ea1n c\u1ea7n. B\u1ea1n n\u00ean c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 XML, HTML v\u00e0 JSON \u0111\u1ec3 kh\u00f4ng c\u1ea3m th\u1ea5y l\u1ea1c l\u00f5ng.<\/p>\n\n\n\n

    C\u00e1c t\u00ednh n\u0103ng ch\u00ednh<\/strong>:<\/p>\n\n\n\n

      \n
    • Ch\u1ee9ng nh\u1eadn Coursera.<\/li>\n\n\n\n
    • 5 b\u00e0i t\u1eadp trong su\u1ed1t kh\u00f3a h\u1ecdc.<\/li>\n\n\n\n
    • N\u00f3 bao g\u1ed3m m\u1ed9t s\u1ed1 m\u00f4-\u0111un Python: ET, BeautifulSoup, JSON, XML.<\/li>\n<\/ul>\n\n\n\n

      \u0110i\u1ec3m m\u1ea1nh nh\u1ea5t<\/strong>: B\u00e0i t\u1eadp \u0111\u1ea7y th\u1eed th\u00e1ch \u0111\u1ec3 trau d\u1ed3i k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh c\u1ee7a b\u1ea1n b\u1eb1ng Python. V\u00ec kh\u00f3, n\u00ean n\u00f3 khi\u1ebfn b\u1ea1n ph\u1ea3i \u00e1p d\u1ee5ng m\u1ecdi th\u1ee9 b\u1ea1n \u0111\u00e3 h\u1ecdc cho \u0111\u1ebfn nay.<\/p>\n\n\n\n

      \u0110i\u1ec3m y\u1ebfu l\u1edbn nh\u1ea5t<\/strong>:B\u00e0i t\u1eadp c\u00f3 th\u1ec3 kh\u00f3 v\u00e0 m\u1ed9t s\u1ed1 ng\u01b0\u1eddi cho r\u1eb1ng ch\u00fang v\u01b0\u1ee3t qu\u00e1 nh\u1eefng g\u00ec \u0111\u01b0\u1ee3c d\u1ea1y trong kh\u00f3a h\u1ecdc.<\/p>\n\n\n\n

      \u0110\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau<\/strong>: Ng\u01b0\u1eddi qu\u00e9t v\u00e0 l\u1eadp tr\u00ecnh vi\u00ean tr\u00ecnh \u0111\u1ed9 trung c\u1ea5p c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 Python.<\/p>\n\n\n\n

      Kho\u1ea3ng th\u1eddi gian<\/strong>: Kh\u00f3a h\u1ecdc g\u1ed3m 6 h\u1ecdc ph\u1ea7n, k\u00e9o d\u00e0i 18 gi\u1edd.<\/p>\n\n\n\n

      3. Web Scraping trong Python Selenium, Scrapy + Gi\u1ea3i th\u01b0\u1edfng ChatGPT 2024 (Udemy)<\/strong><\/h3>\n\n\n\n

      T\u00ecm hi\u1ec3u c\u00e1ch thu th\u1eadp d\u1eef li\u1ec7u trong Python v\u1edbi kh\u00f3a h\u1ecdc tr\u1ea3 ph\u00ed to\u00e0n di\u1ec7n n\u00e0y tr\u00ean Udemy. B\u1ea1n s\u1ebd h\u1ecdc ba c\u00f4ng c\u1ee5 Python ph\u1ed5 bi\u1ebfn nh\u1ea5t: b\u1eaft \u0111\u1ea7u v\u1edbi BeautifulSoup, ti\u1ebfp theo l\u00e0 Selenium v\u00e0 k\u1ebft th\u00fac b\u1eb1ng Scrapy, th\u1ef1c hi\u1ec7n m\u1ed9t s\u1ed1 d\u1ef1 \u00e1n tr\u00ean \u0111\u01b0\u1eddng \u0111i.<\/p>\n\n\n\n

      Ngo\u00e0i ra, b\u1ea1n s\u1ebd h\u1ecdc c\u00e1ch s\u1eed d\u1ee5ng ChatGPT \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u web. <\/p>\n\n\n\n

      C\u00e1c t\u00ednh n\u0103ng ch\u00ednh<\/strong>:<\/p>\n\n\n\n

        \n
      • 4 d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n trong su\u1ed1t kh\u00f3a h\u1ecdc.<\/li>\n\n\n\n
      • Ch\u1ee7 y\u1ebfu t\u1eadp trung v\u00e0o Scrapy.<\/li>\n\n\n\n
      • Ph\u1ea7n XPath c\u00f3 c\u00e1c h\u00e0m, c\u00fa ph\u00e1p v\u00e0 to\u00e1n t\u1eed.<\/li>\n<\/ul>\n\n\n\n

        \u0110i\u1ec3m m\u1ea1nh nh\u1ea5t<\/strong>: T\u01b0\u01a1ng t\u00e1c, c\u00f3 l\u1eddi gi\u1ea3i th\u00edch hay v\u00e0 nhi\u1ec1u v\u00ed d\u1ee5 th\u1ef1c t\u1ebf gi\u00fap b\u1ea1n d\u1ec5 hi\u1ec3u h\u01a1n.  <\/p>\n\n\n\n

        \u0110i\u1ec3m y\u1ebfu l\u1edbn nh\u1ea5t<\/strong>: \u00c2m thanh kh\u00f4ng nh\u1ea5t qu\u00e1n v\u00ec b\u1ea1n c\u1ea7n \u0111i\u1ec1u ch\u1ec9nh l\u1ea1i \u00e2m l\u01b0\u1ee3ng cho t\u1eebng video. H\u1ea7u h\u1ebft c\u00e1c gi\u1ea3i th\u00edch \u0111\u1ec1u c\u01a1 b\u1ea3n.<\/p>\n\n\n\n

        \u0110\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau<\/strong>: Ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u (n\u1ebfu b\u1ea1n ch\u01b0a t\u1eebng s\u1eed d\u1ee5ng Python tr\u01b0\u1edbc \u0111\u00e2y), L\u1eadp tr\u00ecnh vi\u00ean c\u00f3 ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 Python.<\/p>\n\n\n\n

        Kho\u1ea3ng th\u1eddi gian<\/strong>:Kh\u00f3a h\u1ecdc c\u00f3 10,5 gi\u1edd video v\u00e0 17 b\u00e0i vi\u1ebft. <\/p>\n\n\n\n

        4. Kh\u00f3a h\u1ecdc Scrapy c\u1ee7a freeCodeCamp (YouTube)<\/strong><\/h3>\n\n\n\n

        N\u1ebfu b\u1ea1n mu\u1ed1n b\u1eaft \u0111\u1ea7u v\u1edbi Scrapy, m\u1ed9t khu\u00f4n kh\u1ed5 hi\u1ec7u qu\u1ea3 cao \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u, kh\u00f3a h\u1ecdc tr\u1ef1c tuy\u1ebfn mi\u1ec5n ph\u00ed n\u00e0y c\u1ee7a freeCodeCamp c\u00f3 th\u1ec3 th\u1ef1c s\u1ef1 h\u1eefu \u00edch. Ph\u1ea7n hay nh\u1ea5t kh\u00f4ng ch\u1ec9 t\u1eadp trung v\u00e0o nh\u1eefng \u0111i\u1ec1u c\u01a1 b\u1ea3n m\u00e0 b\u1ea1n c\u00f2n h\u1ecdc c\u00e1ch tri\u1ec3n khai tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh l\u00ean \u0111\u00e1m m\u00e2y b\u1eb1ng Scrapyd v\u00e0 l\u00ean l\u1ecbch ch\u1ea1y \u0111\u1ecbnh k\u1ef3<\/p>\n\n\n\n

        C\u00e1c t\u00ednh n\u0103ng ch\u00ednh<\/strong>:<\/p>\n\n\n\n

          \n
        • Nh\u1eefng \u0111i\u1ec1u c\u01a1 b\u1ea3n v\u1ec1 c\u00e1ch t\u1ea1o ra nh\u1ec7n Scrapy.<\/li>\n\n\n\n
        • M\u00e3 \u0111\u01b0\u1ee3c cung c\u1ea5p tr\u00ean Github.<\/li>\n\n\n\n
        • N\u00f3 c\u0169ng \u0111i k\u00e8m v\u1edbi h\u01b0\u1edbng d\u1eabn b\u1eb1ng v\u0103n b\u1ea3n.<\/li>\n\n\n\n
        • Gi\u1ea3i th\u00edch chi ti\u1ebft v\u1ec1 c\u00e1ch t\u00edch h\u1ee3p proxy.<\/li>\n<\/ul>\n\n\n\n

          \u0110i\u1ec3m m\u1ea1nh nh\u1ea5t<\/strong>: H\u01b0\u1edbng d\u1eabn d\u1ec5 hi\u1ec3u, tuy\u1ec7t v\u1eddi cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u mu\u1ed1n hi\u1ec3u c\u1ea5u tr\u00fac c\u1ee7a Scrapy.<\/p>\n\n\n\n

          \u0110i\u1ec3m y\u1ebfu l\u1edbn nh\u1ea5t<\/strong>: Thi\u1ebfu gi\u1ea3i th\u00edch v\u1ec1 b\u1ed9 ch\u1ecdn CSS v\u00e0 XPath.<\/p>\n\n\n\n

          \u0110\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau<\/strong>: Ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u (n\u1ebfu b\u1ea1n ch\u01b0a t\u1eebng s\u1eed d\u1ee5ng tr\u01b0\u1edbc \u0111\u00e2y) v\u00e0 nh\u1eefng ng\u01b0\u1eddi mu\u1ed1n t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 Scrapy.<\/p>\n\n\n\n

          Kho\u1ea3ng th\u1eddi gian<\/strong>:Kh\u00f3a h\u1ecdc l\u00e0 m\u1ed9t video d\u00e0i 4,5 gi\u1edd tr\u00ean YouTube.<\/p>\n\n\n\n

          2. Thu th\u1eadp d\u1eef li\u1ec7u web trong Node.js v\u00e0 JavaScript (Udemy)<\/strong><\/h3>\n\n\n\n

          N\u1ebfu b\u1ea1n thi\u00ean v\u1ec1 JavaScript h\u01a1n, kh\u00f3a h\u1ecdc Udemy tr\u1ea3 ph\u00ed n\u00e0y s\u1ebd gi\u00fap b\u1ea1n h\u1ecdc c\u00e1ch thu th\u1eadp d\u1eef li\u1ec7u trang web b\u1eb1ng Node.js, m\u1ed9t m\u00f4i tr\u01b0\u1eddng JavaScript h\u00e0ng \u0111\u1ea7u. V\u1edbi c\u00e1c gi\u1ea3i th\u00edch chuy\u00ean s\u00e2u v\u1ec1 c\u00e1c th\u01b0 vi\u1ec7n kh\u00e1c nhau nh\u01b0 Request, Cheerio, Puppeteer v\u00e0 Nightmare.js r\u00f5 r\u00e0ng v\u00e0 s\u00fac t\u00edch. Nh\u00ecn chung, ng\u01b0\u1eddi h\u01b0\u1edbng d\u1eabn l\u00e0m cho kh\u00f3a h\u1ecdc tr\u1edf n\u00ean th\u00fa v\u1ecb.<\/p>\n\n\n\n

          C\u00e1c t\u00ednh n\u0103ng ch\u00ednh<\/strong>:<\/p>\n\n\n\n

            \n
          • V\u00ed d\u1ee5 th\u1ef1c t\u1ebf tr\u00ean c\u00e1c trang web nh\u01b0 Craigslist v\u00e0 Facebook.<\/li>\n\n\n\n
          • Gi\u1edbi thi\u1ec7u v\u1ec1 CSS Selector v\u00e0 m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 thu th\u1eadp d\u1eef li\u1ec7u.<\/li>\n\n\n\n
          • M\u1eb9o th\u1ef1c t\u1ebf \u0111\u1ec3 tr\u00e1nh b\u1ecb ch\u1eb7n.<\/li>\n\n\n\n
          • Ph\u1ea7n gi\u1edbi thi\u1ec7u v\u1ec1 GraphQL nh\u01b0 m\u1ed9t ph\u1ea7n th\u01b0\u1edfng.<\/li>\n<\/ul>\n\n\n\n

            \u0110i\u1ec3m m\u1ea1nh nh\u1ea5t<\/strong>:\u0110i th\u1eb3ng v\u00e0o v\u1ea5n \u0111\u1ec1, v\u1edbi c\u00e1c m\u1eb9o v\u00e0 l\u1eddi khuy\u00ean v\u1ec1 c\u00e1ch ti\u1ebft ki\u1ec7m th\u1eddi gian khi c\u1ea1o.<\/p>\n\n\n\n

            \u0110i\u1ec3m y\u1ebfu l\u1edbn nh\u1ea5t<\/strong>:M\u1ed9t s\u1ed1 v\u00ed d\u1ee5 \u0111\u00e3 l\u1ed7i th\u1eddi n\u00ean m\u1ed9t s\u1ed1 ng\u01b0\u1eddi c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n khi sao ch\u00e9p nh\u1eefng g\u00ec ng\u01b0\u1eddi h\u01b0\u1edbng d\u1eabn \u0111ang l\u00e0m.<\/p>\n\n\n\n

            \u0110\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau<\/strong>: Ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u \u2013 kh\u00f4ng c\u1ea7n kinh nghi\u1ec7m c\u1ea1o.<\/p>\n\n\n\n

            Kho\u1ea3ng th\u1eddi gian<\/strong>:Kh\u00f3a h\u1ecdc c\u00f3 11,5 gi\u1edd video v\u00e0 7 b\u00e0i vi\u1ebft.<\/p>\n\n\n\n

            6. Y\u00eau c\u1ea7u c\u00f4ng vi\u1ec7c c\u1ee7a nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch b\u1eb1ng Python (Coursera Project Network)<\/strong><\/h3>\n\n\n\n

            Kh\u00f3a h\u1ecdc theo d\u1ef1 \u00e1n n\u00e0y ho\u00e0n h\u1ea3o \u0111\u1ec3 luy\u1ec7n t\u1eadp k\u1ef9 n\u0103ng thu th\u1eadp d\u1eef li\u1ec7u web Python c\u1ee7a b\u1ea1n. V\u00ec kh\u00f3a h\u1ecdc c\u00f3 th\u1eddi l\u01b0\u1ee3ng ng\u1eafn v\u00e0 ch\u1ec9 bao g\u1ed3m b\u1ed1n b\u01b0\u1edbc, b\u1ea1n c\u00f3 th\u1ec3 ki\u1ec3m tra ki\u1ebfn th\u1ee9c c\u1ee7a m\u00ecnh v\u1ec1 c\u00e1c bi\u1ebfn, h\u00e0m v\u00e0 k\u1ef9 thu\u1eadt thu th\u1eadp d\u1eef li\u1ec7u web li\u00ean quan \u0111\u1ebfn t\u00ecm ki\u1ebfm vi\u1ec7c l\u00e0m.<\/p>\n\n\n\n

            C\u00e1c t\u00ednh n\u0103ng ch\u00ednh<\/strong>:<\/p>\n\n\n\n

              \n
            • Kh\u00f4ng c\u1ea7n ph\u1ea3i t\u1ea3i xu\u1ed1ng ho\u1eb7c c\u00e0i \u0111\u1eb7t th\u00eam ch\u01b0\u01a1ng tr\u00ecnh.<\/li>\n\n\n\n
            • M\u1eabu c\u00f4ng vi\u1ec7c b\u1ea1n c\u00f3 th\u1ec3 th\u00eam v\u00e0o CV c\u1ee7a m\u00ecnh.<\/li>\n\n\n\n
            • Kinh nghi\u1ec7m th\u1ef1c t\u1ebf v\u1ec1 thu th\u1eadp d\u1eef li\u1ec7u web.<\/li>\n<\/ul>\n\n\n\n

              \u0110i\u1ec3m m\u1ea1nh nh\u1ea5t<\/strong>: H\u1eefu \u00edch \u0111\u1ec3 h\u1ecdc c\u00e1ch gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c th\u1ef1c t\u1ebf m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 g\u1eb7p ph\u1ea3i v\u1edbi t\u01b0 c\u00e1ch l\u00e0 Nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n\n\n\n

              \u0110i\u1ec3m y\u1ebfu l\u1edbn nh\u1ea5t<\/strong>:C\u1ea7n c\u00f3 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n v\u00e0 kinh nghi\u1ec7m v\u1ec1 d\u1ecdn d\u1eb9p d\u1eef li\u1ec7u v\u00e0 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb web \u0111\u1ec3 ho\u00e0n th\u00e0nh c\u00f4ng vi\u1ec7c n\u00e0y.<\/p>\n\n\n\n

              \u0110\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau<\/strong>: ng\u01b0\u1eddi thu th\u1eadp d\u1eef li\u1ec7u \u1edf tr\u00ecnh \u0111\u1ed9 trung c\u1ea5p \u2013 c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 thu th\u1eadp d\u1eef li\u1ec7u web.<\/p>\n\n\n\n

              Kho\u1ea3ng th\u1eddi gian<\/strong>: 8 gi\u1edd.<\/p>\n\n\n\n

              7. Web Scraping trong Python: C\u00f4ng c\u1ee5, K\u1ef9 thu\u1eadt v\u00e0 T\u00ednh h\u1ee3p ph\u00e1p c\u1ee7a Real Python (YouTube)<\/strong><\/h3>\n\n\n\n

              M\u1eb7c d\u00f9 \u0111\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t kh\u00f3a h\u1ecdc th\u1ef1c s\u1ef1, m\u00e0 l\u00e0 m\u1ed9t podcast, nh\u01b0ng \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ef1 b\u1ed5 sung tuy\u1ec7t v\u1eddi cho kh\u00f3a \u0111\u00e0o t\u1ea1o Python c\u1ee7a b\u1ea1n. N\u00f3 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t s\u1ed1 kh\u00eda c\u1ea1nh kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng c\u00f3 trong c\u00e1c kh\u00f3a h\u1ecdc nh\u01b0 nh\u1eefng thay \u0111\u1ed5i v\u1ec1 t\u00ednh h\u1ee3p ph\u00e1p c\u1ee7a vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u web v\u00e0 c\u00e1c bi\u1ec7n ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t. V\u00ec n\u00f3 gi\u1ed1ng nh\u01b0 m\u1ed9t b\u00e0i n\u00f3i chuy\u1ec7n h\u01a1n, b\u1ea1n c\u00f3 th\u1ec3 nghe n\u00f3 trong khi l\u00e1i xe ho\u1eb7c ch\u1ec9 n\u1eb1m tr\u00ean gi\u01b0\u1eddng v\u00e0 c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng kinh nghi\u1ec7m v\u00e0 m\u1eb9o thu th\u1eadp d\u1eef li\u1ec7u tr\u1ef1c ti\u1ebfp t\u1eeb m\u1ed9t chuy\u00ean gia.<\/p>\n\n\n\n

              C\u00e1c t\u00ednh n\u0103ng ch\u00ednh<\/strong>:<\/p>\n\n\n\n

                \n
              • C\u00f4ng c\u1ee5 \u0111\u1ec3 b\u1eaft \u0111\u1ea7u thu th\u1eadp d\u1eef li\u1ec7u web.<\/li>\n\n\n\n
              • M\u1eb9o d\u1ecdn d\u1eb9p v\u00e0 \u0111\u1ecbnh d\u1ea1ng d\u1eef li\u1ec7u.<\/li>\n\n\n\n
              • T\u01b0 v\u1ea5n v\u1ec1 c\u00e1c trang web \u0111\u1ed9ng v\u00e0 selenium.<\/li>\n<\/ul>\n\n\n\n

                \u0110i\u1ec3m m\u1ea1nh nh\u1ea5t<\/strong>:B\u00e0i n\u00f3i chuy\u1ec7n th\u00fa v\u1ecb v\u00e0 h\u1ea5p d\u1eabn n\u00e0y \u0111\u1ec1 c\u1eadp \u0111\u1ebfn nhi\u1ec1u ch\u1ee7 \u0111\u1ec1 kh\u00e1c nhau v\u1edbi nh\u1eefng m\u1eb9o th\u1ef1c t\u1ebf v\u1ec1 c\u00e1ch ki\u1ec3m tra c\u00e1c th\u00e0nh ph\u1ea7n tr\u00ean tr\u00ecnh duy\u1ec7t, c\u00e1c trang web t\u1ed1t \u0111\u1ec3 th\u1ef1c h\u00e0nh, v.v.<\/p>\n\n\n\n

                \u0110i\u1ec3m y\u1ebfu l\u1edbn nh\u1ea5t<\/strong>:V\u00ec \u0111\u00e2y ch\u1ec9 l\u00e0 cu\u1ed9c tr\u00f2 chuy\u1ec7n n\u00ean kh\u00f4ng c\u00f3 h\u00ecnh \u1ea3nh n\u00e0o theo sau l\u1eddi gi\u1ea3i th\u00edch c\u1ee7a chuy\u00ean gia.<\/p>\n\n\n\n

                \u0110\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau<\/strong>: Ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u \u2013 m\u1ed9t s\u1ed1 ki\u1ebfn th\u1ee9c v\u1ec1 thu th\u1eadp d\u1eef li\u1ec7u web.<\/p>\n\n\n\n

                Kho\u1ea3ng th\u1eddi gian<\/strong>: 50 ph\u00fat.<\/p>\n\n\n\n

                K\u1ebft lu\u1eadn: H\u00e3y ghi nh\u1edb m\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng c\u1ee7a b\u1ea1n<\/strong><\/h2>\n\n\n\n

                H\u1ea7u h\u1ebft ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u \u0111\u1ec1u coi vi\u1ec7c c\u1ea1o l\u00e0 m\u1ed9t th\u1eed th\u00e1ch kh\u00f4ng th\u1ec3, t\u00f4i c\u0169ng v\u1eady khi t\u00f4i c\u00f2n l\u00e0 ng\u01b0\u1eddi m\u1edbi. B\u1ea1n c\u00f3 mu\u1ed1n bi\u1ebft t\u00f4i \u0111\u00e3 l\u00e0m g\u00ec kh\u00f4ng? T\u00f4i v\u1eeba m\u1edbi b\u1eaft \u0111\u1ea7u! <\/p>\n\n\n\n

                Kh\u00e1m ph\u00e1 c\u00e1c kh\u00f3a h\u1ecdc t\u00f4i \u0111\u00e3 li\u1ec7t k\u00ea, v\u00ec t\u00f4i \u0111\u1ea3m b\u1ea3o bao g\u1ed3m s\u1ef1 k\u1ebft h\u1ee3p. T\u1eeb video \u0111\u1ebfn h\u01b0\u1edbng d\u1eabn b\u1eb1ng v\u0103n b\u1ea3n, \u0111i qua c\u00e1c th\u01b0 vi\u1ec7n Python \u0111\u1ebfn Javascript, d\u00e0i v\u00e0 ng\u1eafn nh\u01b0 nhau.<\/p>\n\n\n\n

                \u0110\u1ed9ng l\u1ef1c v\u00e0 s\u1ef1 ki\u00ean tr\u00ec l\u00e0 ch\u00eca kh\u00f3a, nh\u01b0ng b\u1ea1n ch\u1ec9 c\u00f3 th\u1ec3 ho\u00e0n th\u00e0nh kh\u00f3a \u0111\u00e0o t\u1ea1o c\u1ee7a m\u00ecnh n\u1ebfu b\u1ea1n c\u00f3 m\u1ee5c ti\u00eau r\u00f5 r\u00e0ng trong \u0111\u1ea7u. H\u00e3y tham gia c\u00e1c kh\u00f3a h\u1ecdc, \u0111\u1ecdc b\u00e0i vi\u1ebft, l\u1eafng nghe c\u00e1c chuy\u00ean gia, th\u1ef1c h\u00e0nh, gi\u1ea3i \u0111\u00e1p th\u1eafc m\u1eafc, nh\u01b0ng \u0111\u1eebng d\u1eebng l\u1ea1i.<\/p>","protected":false},"excerpt":{"rendered":"

                Looking for the best web scraping courses but don’t know where to start? We’ve curated a list with the best ones available online. From Python libraries to JavaScript frameworks, these comprehensive courses cover a wide range of tools and techniques to help you master web scraping.  Whether you’re a beginner or an experienced programmer, you’ll […]<\/p>\n","protected":false},"author":1,"featured_media":471340,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[35],"tags":[],"class_list":["post-471339","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"_links":{"self":[{"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/posts\/471339","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/comments?post=471339"}],"version-history":[{"count":3,"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/posts\/471339\/revisions"}],"predecessor-version":[{"id":471344,"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/posts\/471339\/revisions\/471344"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/media\/471340"}],"wp:attachment":[{"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/media?parent=471339"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/categories?post=471339"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/proxycompass.com\/vi\/wp-json\/wp\/v2\/tags?post=471339"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}