nqkk58 发表于 2024-9-28 12:02:18

想学人工智能研发，不晓得怎么样入门进阶？看完这篇文案就够了


    <div style="color: black; text-align: left; margin-bottom: 10px;"><img src="https://p3-sign.toutiaoimg.com/tos-cn-i-qvj2lq49k0/8797507b00074b34864f0f9621f27281~noop.image?_iz=58558&amp;from=article.pc_detail&amp;lk3s=953192f4&amp;x-expires=1727530545&amp;x-signature=35ahwXJJzwokbDFOiXjCrifpnRQ%3D" style="width: 50%; margin-bottom: 20px;"></div>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">这两年人工智能很火，<span style="color: black;">非常多</span><span style="color: black;">伴侣</span>，尤其是<span style="color: black;">哪些</span>以前有过点编程经验（<span style="color: black;">例如</span>会点前端Web<span style="color: black;">研发</span>、C Sharp和Java<span style="color: black;">研发</span>）的<span style="color: black;">伴侣</span>都跃跃欲试，想自学点这方面的知识。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">不求以后真的转行做专业的人工智能<span style="color: black;">研发</span>程序员，只求能<span style="color: black;">认识</span><span style="color: black;">有些</span><span style="color: black;">基本</span>知识，能<span style="color: black;">处理</span><span style="color: black;">有些</span>现实中的小问题，相信有类似想法的<span style="color: black;">伴侣</span><span style="color: black;">非常多</span>。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">——<span style="color: black;">那样</span>，<span style="color: black;">倘若</span>想自学“人工智能”专业，应该<span style="color: black;">怎样</span>入门呢？</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">针对</span><span style="color: black;">非常多</span>有过<span style="color: black;">必定</span>编程<span style="color: black;">研发</span>经验的<span style="color: black;">伴侣</span><span style="color: black;">来讲</span>，这不是问题，<span style="color: black;">大众</span>肯定会想到买书，<span style="color: black;">例如</span>“21天精通XX”系列、“XX从入门到精通”和“XX指南”之类的书籍，<span style="color: black;">根据</span>惯例，人工智能和Python专业肯定<span style="color: black;">亦</span>有类似的书籍。</p>
    <div style="color: black; text-align: left; margin-bottom: 10px;"><img src="https://p3-sign.toutiaoimg.com/tos-cn-i-qvj2lq49k0/ada71022100c407ca80770153c83cd41~noop.image?_iz=58558&amp;from=article.pc_detail&amp;lk3s=953192f4&amp;x-expires=1727530545&amp;x-signature=indPQ5%2B5rHWdX0wpOKoOSgKZzbI%3D" style="width: 50%; margin-bottom: 20px;"></div>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">还有些<span style="color: black;">伴侣</span>可能更加心急，想直接下载<span style="color: black;">有些</span>Python、TensorFlow之类的PDF书籍，迫不及待地想<span style="color: black;">起始</span>学习、敲出自己的“HelloWorld”代码案例等等。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">这种心情是<span style="color: black;">能够</span>理解的，<span style="color: black;">然则</span>这种想法和做法是绝对错误的，<span style="color: black;">由于</span>相比其它编程语言和专业，学习人工智能专业，<span style="color: black;">倘若</span>不是为了追求简单地自娱自乐，要能用于实战，<span style="color: black;">乃至</span>能以此去求职，其学习难度<span style="color: black;">最少</span>要高出一个数量级。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">最大的难点不在于学习Python语言的本身，这个相对简单，重点在于学习人工智能要非常扎实的数学、统计和分析方面的专业知识，数学<span style="color: black;">基本</span>要非常牢，<span style="color: black;">另外</span>，还要对硬件的底层非常<span style="color: black;">熟练</span>，<span style="color: black;">由于</span>人工智能项目是软硬件一体的。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">因此</span>，<span style="color: black;">倘若</span><span style="color: black;">大众</span>想学习人工智能专业，<span style="color: black;">首要</span><span style="color: black;">必定</span>要摆正<span style="color: black;">心理</span>，不可贪多求快，急于求成，<span style="color: black;">必定</span>要循序渐进，先打好<span style="color: black;">基本</span>，欲速不达。</p>
    <div style="color: black; text-align: left; margin-bottom: 10px;"><img src="https://p3-sign.toutiaoimg.com/tos-cn-i-qvj2lq49k0/44dde3d8a7f34b40823acfc47f441f60~noop.image?_iz=58558&amp;from=article.pc_detail&amp;lk3s=953192f4&amp;x-expires=1727530545&amp;x-signature=GapX5ss2YpM9D7jryXFqWtzt35o%3D" style="width: 50%; margin-bottom: 20px;"></div>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">否则迟早会翻车，会碰到你理解不了、消化不了的问题，会遇到<span style="color: black;">很强</span>的瓶颈，<span style="color: black;">最后</span><span style="color: black;">特别有</span>可能会<span style="color: black;">显现</span>“学习人工智能从入门到放弃”的结果。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">学习人工智能，<span style="color: black;">首要</span><span style="color: black;">第1</span>步要补课，要夯实理论<span style="color: black;">基本</span>。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">人工智能是一个综合性很强的学科，需要有扎实的理论<span style="color: black;">基本</span>（尤其是数理知识）<span style="color: black;">才可</span>够深入<span style="color: black;">认识</span>其应用和发展。<span style="color: black;">大众</span><span style="color: black;">能够</span><span style="color: black;">经过</span>学习<span style="color: black;">关联</span>书籍、课程和在线教育平台等方式，深入<span style="color: black;">认识</span>人工智能的历史、基本概念、算法原理和发展趋势等。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">第二步才是学习Python<span style="color: black;">研发</span>语言。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">Python是<span style="color: black;">日前</span>最流行的人工智能编程语言之一，<span style="color: black;">亦</span>是最<span style="color: black;">拥有</span>应用前景的语言之一，学习Python语言的基本语法和应用，<span style="color: black;">把握</span>它的数据类型、<span style="color: black;">掌控</span>结构和函数等知识，这些都是<span style="color: black;">基本</span>。</p>
    <div style="color: black; text-align: left; margin-bottom: 10px;"><img src="https://p3-sign.toutiaoimg.com/tos-cn-i-qvj2lq49k0/748a4294fdce4dbbad9e1cd6183a3c42~noop.image?_iz=58558&amp;from=article.pc_detail&amp;lk3s=953192f4&amp;x-expires=1727530545&amp;x-signature=yXeKNVCq7huJ7Pn5PFpby5hPjYo%3D" style="width: 50%; margin-bottom: 20px;"></div>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">第三步要学习<span style="color: black;">相关</span><span style="color: black;">设备</span>学习和深度学习的算法。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">设备</span>学习和深度学习是人工智能的核心和关键技术，<span style="color: black;">设备</span>学习<span style="color: black;">包含</span>监督学习、无监督学习、半监督学习和强化学习等技术，深度学习则是一种基于多层神经网络的<span style="color: black;">设备</span>学习<span style="color: black;">办法</span>。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">大众</span><span style="color: black;">能够</span><span style="color: black;">经过</span>学习<span style="color: black;">关联</span>的书籍、课程和<span style="color: black;">实质</span>敲代码实践等方式，举一反三，深入<span style="color: black;">认识</span>这些算法的原理和应用，<span style="color: black;">把握</span>其<span style="color: black;">重点</span>的算法模型和应用场景。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">这是非常<span style="color: black;">拥有</span>难度，非常关键的一步，<span style="color: black;">倘若</span>你的<span style="color: black;">基本</span>知识比较扎实，有<span style="color: black;">必定</span>的天资，<span style="color: black;">那样</span>学习起来会比较容易，以后有从事专业人工智能<span style="color: black;">研发</span>的<span style="color: black;">潜能</span>，相反，学习起来会比较艰难，只能学个一知半解，只会依葫芦画瓢，很难登堂入室。</p>
    <div style="color: black; text-align: left; margin-bottom: 10px;"><img src="https://p3-sign.toutiaoimg.com/tos-cn-i-qvj2lq49k0/76bfec0fce704bc0aff1b1f107f394f4~noop.image?_iz=58558&amp;from=article.pc_detail&amp;lk3s=953192f4&amp;x-expires=1727530545&amp;x-signature=LiqitamoCFH76ofO7XdTuDacZGU%3D" style="width: 50%; margin-bottom: 20px;"></div>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">第四步<span style="color: black;">便是</span>实践和实操了。在学习人工智能的过程中，需要进行实践来巩固所学习到的知识。<span style="color: black;">能够</span>尝试参加开源项目<span style="color: black;">或</span>自主<span style="color: black;">研发</span>一个相对简单、完整的人工智能应用项目，<span style="color: black;">例如</span>简单地语音识别、图像识别、自然语言处理等。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">经过</span>项目实践，<span style="color: black;">能够</span>深入理解算法的应用和实现，<span style="color: black;">加强</span>对人工智能的实践能力和技术水平，<span style="color: black;">才可</span><span style="color: black;">最后</span>融会贯通，灵活运用。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">而后</span>，再逐步加深难度，参加<span style="color: black;">更加多</span>、更<span style="color: black;">繁杂</span>的人工智能项目，<span style="color: black;">持续</span><span style="color: black;">累积</span>经验，打通任督二脉。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">第五点是一个<span style="color: black;">意见</span>，要多参加人工智能<span style="color: black;">研发</span>社区的互动交流。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">在学习人工智能的过程中，遇到困难<span style="color: black;">或</span>自己理解不了的问题很<span style="color: black;">平常</span>，碰到这种<span style="color: black;">状况</span>，<span style="color: black;">能够</span>去参加<span style="color: black;">关联</span>的<span style="color: black;">研发</span>社区和论坛，<span style="color: black;">认识</span>新的技术和应用，<span style="color: black;">累积</span>经验和资源，与其他人交流和分享，还<span style="color: black;">能够</span><span style="color: black;">持续</span>扩大自己的视野和知识<span style="color: black;">行业</span>，学习其他人的经验。</p>
    <div style="color: black; text-align: left; margin-bottom: 10px;"><img src="https://p3-sign.toutiaoimg.com/tos-cn-i-qvj2lq49k0/42bc2e1cd83d4271beb7a0852feb1366~noop.image?_iz=58558&amp;from=article.pc_detail&amp;lk3s=953192f4&amp;x-expires=1727530545&amp;x-signature=nOpcv1HDEybrxsED8B7sL8h99I0%3D" style="width: 50%; margin-bottom: 20px;"></div>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">以上</span><span style="color: black;">过程</span>中的每一步都非常重要，环环相扣。<span style="color: black;">非常多</span>人不明白、不屑于做<span style="color: black;">第1</span>步，结果<span style="color: black;">最后</span>就卡在了<span style="color: black;">第1</span>步。还有<span style="color: black;">有些</span><span style="color: black;">伴侣</span>编程经验相对较少，<span style="color: black;">或</span>之前<span style="color: black;">无</span>任何编程经验，相当于是小白要全新学习一步开门语言，<span style="color: black;">这般</span>学习难度<span style="color: black;">亦</span>很大，学不会Python，<span style="color: black;">最后</span>卡在了第二步。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">剧烈</span>，不<span style="color: black;">意见</span><span style="color: black;">无</span>任何编程经验的纯小白<span style="color: black;">伴侣</span>学习，<span style="color: black;">倘若</span>真的想学，<span style="color: black;">必定</span>要个<span style="color: black;">可靠</span>、正规的学习，从零<span style="color: black;">起始</span>，学好编程<span style="color: black;">基本</span>。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;">还有<span style="color: black;">非常多</span><span style="color: black;">伴侣</span><span style="color: black;">基本</span>不牢、资质有限，只能做类似Java中的“增删改查”当个码农，停留卡在了第三步。<span style="color: black;">倘若</span>能到达第四步那就非常<span style="color: black;">不易</span>了，学得好的话，<span style="color: black;">能够</span>当人工智能项目的经理，架构师，<span style="color: black;">倘若</span>资质有限，<span style="color: black;">没法</span>突破的话，<span style="color: black;">最后</span><span style="color: black;">亦</span>只能<span style="color: black;">作为</span>一个高级一点的码农。</p>
    <p style="font-size: 16px; color: black; line-height: 40px; text-align: left; margin-bottom: 15px;"><span style="color: black;">总之，学习人工智能专业想登堂入室是非常有难度的，需要有相当的理科<span style="color: black;">基本</span>，需要<span style="color: black;">长时间</span><span style="color: black;">累积</span>和<span style="color: black;">保持</span>不懈地<span style="color: black;">奋斗</span>，理论<span style="color: black;">基本</span>和<span style="color: black;">研发</span>实践每一步都很重要，需要学习者有<span style="color: black;">极重</span>的耐心和毅力，<span style="color: black;">仅有</span><span style="color: black;">这般</span><span style="color: black;">才可</span>真正有所成。</span></p>




4zhvml8 发表于 2024-10-12 16:29:59

感谢你的精彩评论，为我的思绪打开了新的窗口。

qzmjef 发表于 2024-11-9 13:07:57

感谢楼主的分享！我学到了很多。

nykek5i 发表于 5 天前

我完全同意你的观点，说得太对了。
页: [1]
查看完整版本: 想学人工智能研发，不晓得怎么样入门进阶？看完这篇文案就够了