正文翻譯

I want to learn artificial intelligence and machine learning. Where can I start?

我想學(xué)習(xí)人工智能和機(jī)器學(xué)習(xí),我可以從哪里開(kāi)始呢?

評(píng)論翻譯

Sakshi Sharma
Machine Learning is a very important part of Artificial Intelligence. If you are looking to learn AI then Machine Learning will be a part of the learning.
As you can see in the image, Deep Learning and Machine Learning is a part of Artificial Intelligence and if you want to learn Artificial Intelligence and Machine Learning then this is how you need to start:
Learn a Programming language. I would suggest you learn Python. But you can learn Python and R as well.
Then gain some knowledge in the basic mathematics and statistics that are needed for learning and understanding the concepts in AI.
After you are done with the mathematical part, start practicing the machine learning concepts.

機(jī)器學(xué)習(xí)是人工智能的一個(gè)非常重要的部分。如果你想學(xué)習(xí)人工智能，那么機(jī)器學(xué)習(xí)將是學(xué)習(xí)的一部分。
如圖所示，深度學(xué)習(xí)和機(jī)器學(xué)習(xí)是人工智能的一部分，如果你想學(xué)習(xí)人工智能和機(jī)器學(xué)習(xí)，那么你需要這樣開(kāi)始：
學(xué)習(xí)編程語(yǔ)言。我建議你學(xué)習(xí)Python。但是你也可以學(xué)習(xí)Python和R語(yǔ)言。
然后獲得學(xué)習(xí)和理解人工智能概念所需的基本數(shù)學(xué)和統(tǒng)計(jì)學(xué)知識(shí)。

Then start learning Deep Learning and you can learn Deep learning using tensor flow etc.
After Deep Learning, learn NLP, Computer Vision, and OpenCV.
This is a basic structure that you need to follow if you want to learn Artificial Intelligence and Machine Learning. In each of the topics that you learn try to practice a lot by solving case studies, that is how you will get to understand the concepts more clearly.
For learning AI and ML, you should find the right course wherein you can get trained. One program that I would like to recommend for working professionals is the AI and ML Certification offered by Learnbay. This program is IBM Certified and the duration of this program is 8 months.?

完成數(shù)學(xué)部分后，開(kāi)始練習(xí)機(jī)器學(xué)習(xí)概念。
然后開(kāi)始學(xué)習(xí)深度學(xué)習(xí)，你可以使用TensorFlow計(jì)算模型等學(xué)習(xí)深度學(xué)習(xí)。
深度學(xué)習(xí)后，學(xué)習(xí)自然語(yǔ)言處理、計(jì)算機(jī)視覺(jué)和OpenCV（Intel開(kāi)源計(jì)算機(jī)視覺(jué)庫(kù)）。
如果你想學(xué)習(xí)人工智能和機(jī)器學(xué)習(xí)，這是你需要遵循的基本結(jié)構(gòu)。在你學(xué)習(xí)的每一個(gè)主題中，嘗試通過(guò)解決案例研究進(jìn)行大量練習(xí)，這就是你如何更清楚地理解概念的方法。
對(duì)于學(xué)習(xí)人工智能和機(jī)器學(xué)習(xí)，你應(yīng)該找到合適的課程來(lái)接受訓(xùn)練。我想向在職專(zhuān)業(yè)人士推薦的一個(gè)項(xiàng)目是Learnbay提供的人工智能和機(jī)器學(xué)習(xí)認(rèn)證。該計(jì)劃是IBM認(rèn)證的，該計(jì)劃的持續(xù)時(shí)間為8個(gè)月。

Shweta Tiwari
Machine Learning and Artificial Intelligence are two of the fastest-growing technologies in the world. With advancements being made in every industry, it's no wonder that these two fields have taken off - but what is all this hype really about? Project based learning is one of the main thing why AI is trending these days.
We'll take a closer look at why learning Machine Learning and AI is so important, including some of their uses outside of the technology world.
Here are a few reasons why learning Machine Learning and AI is important to you, no matter what your job.
It's a way to support your career. As you move into more senior roles, the technology you'll use will become more complex, and complex tasks are always better solved through algorithms and machine learning. By continuing to learn about this type of technology, you can take on these advanced tasks in your career and prove that you're capable.

機(jī)器學(xué)習(xí)和人工智能是世界上發(fā)展最快的兩種技術(shù)。隨著各個(gè)行業(yè)的進(jìn)步，這兩個(gè)領(lǐng)域迅速發(fā)展起來(lái)也就不足為奇了——但這一切的炒作到底是什么？基于項(xiàng)目的學(xué)習(xí)是當(dāng)今人工智能流行的主要原因之一。
我們將進(jìn)一步了解為什么學(xué)習(xí)機(jī)器學(xué)習(xí)和人工智能如此重要，包括它們?cè)诩夹g(shù)世界之外的一些用途。
以下是學(xué)習(xí)機(jī)器學(xué)習(xí)和人工智能對(duì)你很重要的幾個(gè)原因，無(wú)論你從事什么工作。
這是支持你事業(yè)的一種方式。隨著你進(jìn)入更高級(jí)的職位，你將使用的技術(shù)將變得更加復(fù)雜，復(fù)雜的任務(wù)總是通過(guò)算法和機(jī)器學(xué)習(xí)得到更好的解決。通過(guò)繼續(xù)學(xué)習(xí)這類(lèi)技術(shù)，你可以在職業(yè)生涯中承擔(dān)這些高級(jí)任務(wù)，并證明你有能力。

Machine Learning is beneficial for its integration throughout many industries. By understanding how Machine Learning works, it becomes easier for professionals to integrate it into their daily lives - as well as improve their skills throughout their careers.
It's not just beneficial for your career. Machine learning algorithms can be used to solve issues we face in our everyday lives. For example, with machine learning, we can create predictive systems that can be integrated into city transportation systems, to help reduce traffic congestion and improve safety by better planning routes. These are the types of things that will benefit you, your family, and your community daily.
If you stay up-to-date with the news, you'll have noticed that there's a lot of talk about AI being used for evil purposes as well - such as autonomous weapons.

機(jī)器學(xué)習(xí)有助于它在許多行業(yè)的整合。通過(guò)了解機(jī)器學(xué)習(xí)的工作原理，專(zhuān)業(yè)人員更容易將其融入日常生活，并在整個(gè)職業(yè)生涯中提高技能。
這不僅對(duì)你的事業(yè)有益。機(jī)器學(xué)習(xí)算法可以用來(lái)解決我們?nèi)粘Ｉ钪忻媾R的問(wèn)題。例如，通過(guò)機(jī)器學(xué)習(xí)，我們可以創(chuàng)建可集成到城市交通系統(tǒng)中的預(yù)測(cè)系統(tǒng)，通過(guò)更好地規(guī)劃路線來(lái)幫助減少交通擁堵并提高安全性。這些都是每天對(duì)你、你的家人和你的社區(qū)有益的事情。
如果你了解最新的新聞，你會(huì)注意到有很多關(guān)于人工智能也被用于邪惡目的的討論，比如自動(dòng)武器。

Now if you wish to learn AI and ML, then here are some opportunities for you!
1. Udemy's AI and ML Course for Beginners
This online course by Udemy gives a good introduction to artificial intelligence and machine learning topics. It is designed for beginners, who have no experience in programming, while simultaneously having enough material that AI and machine learning fanatics can also learn something new.
2. Coursera's ML course on different fields
The course is run by Coursera and focuses on Machine Learning principles and the ability to deliver state-of-the-art results in a specific area. The course is divided into five main parts: machine learning, statistics, optimization, algorithms, and linear algebra.

現(xiàn)在，如果你想學(xué)習(xí)人工智能和機(jī)器學(xué)習(xí)，那么這里有一些機(jī)會(huì)給你!
1.Udemy平臺(tái)為初學(xué)者提供人工智能和機(jī)器學(xué)習(xí)課程
Udemy平臺(tái)的這門(mén)在線課程很好地介紹了人工智能和機(jī)器學(xué)習(xí)主題。它是為沒(méi)有編程經(jīng)驗(yàn)的初學(xué)者設(shè)計(jì)的，同時(shí)擁有足夠的材料，人工智能和機(jī)器學(xué)習(xí)方面的狂熱者也可以學(xué)習(xí)一些新的東西。
2.Coursera平臺(tái)關(guān)于不同領(lǐng)域的機(jī)器學(xué)習(xí)課程
該課程由Coursera運(yùn)營(yíng)，重點(diǎn)關(guān)注機(jī)器學(xué)習(xí)原理和在特定領(lǐng)域提供最先進(jìn)結(jié)果的能力。本課程分為五個(gè)主要部分：機(jī)器學(xué)習(xí)、統(tǒng)計(jì)、優(yōu)化、算法和線性代數(shù)。

3. Online Google's ML Course for Beginners
The course on Google's machine learning platform also concentrates more on theoretical aspects than practical ones. It runs through the most important concepts, starting with a short introduction to machine learning, neural networks, and deep learning, finishing with unsupervised learning with Boltzmann machines and autoencoders.
4. Learnbay’s AI and ML Experts Course
Learnbay provides one of the most important courses for all ML and AI Experts and enthusiasts. If you wish to participate, then here are some of the requisites for this course you need to take a look at.
Work on live projects from the industry. Get accustomed to living and interactive sessions with your mentors for doubt solving sessions. Also, you can be exposed to industry insights with capstone projects that are going to help you accordingly.
It is a perfect course if you are looking out for a job opportunity. Learnbay gives you the chance to be assisted to revamp your career and help you attend Mock Interviews. Apart from that, you can get a check on all the ways to apply at the best MNCs. The Data Science course comes at a money back guarantee which means that you will get all your money back which you invested, right after you don’t secure a job.

3.Google 網(wǎng)上論壇為初學(xué)者提供機(jī)器學(xué)習(xí)課程
谷歌機(jī)器學(xué)習(xí)平臺(tái)上的課程也更側(cè)重于理論方面，而不是實(shí)際方面。它貫穿了最重要的概念，首先簡(jiǎn)要介紹了機(jī)器學(xué)習(xí)、人工神經(jīng)網(wǎng)絡(luò)和深度學(xué)習(xí)，最后用玻爾茲曼機(jī)器和自動(dòng)編碼器完成無(wú)監(jiān)督學(xué)習(xí)。
4.Learnbay平臺(tái)的人工智能和機(jī)器學(xué)習(xí)專(zhuān)家課程
Learnbay平臺(tái)為所有人工智能和機(jī)器學(xué)習(xí)專(zhuān)家和愛(ài)好者提供了最重要的課程之一。如果你想?yún)⒓樱敲聪旅媸悄阈枰私獾谋菊n程的一些必備條件。
從事行業(yè)中的實(shí)時(shí)項(xiàng)目。習(xí)慣與你的導(dǎo)師一起進(jìn)行解決疑問(wèn)的交流和互動(dòng)。此外，你可以接觸到與課程項(xiàng)目相關(guān)的行業(yè)見(jiàn)解，這將相應(yīng)地幫助你。
如果你正在尋找工作機(jī)會(huì)，這是一門(mén)完美的課程。Learnbay平臺(tái)讓你有機(jī)會(huì)獲得幫助，以改進(jìn)你的職業(yè)生涯，并幫助您參加模擬面試。除此之外，你還可以了解到所有申請(qǐng)最好的跨國(guó)公司的方法。數(shù)據(jù)科學(xué)課程有退款保證，這意味著在你沒(méi)有找到工作之后，你投資的錢(qián)將會(huì)全部收回。

Learn with a 3-year flexible subscxtion. Basically flexible subscxtion means in which one can change batches anytime he/she wants, can attend classes from multiple instructors during the subscxtion period.
Another good thing about Learnbay is the chance to have domain specialization training and course counseling. Domain specialization helps you to keep a check on all levels such as Marketing, Sales, HR, and even Finance. And, get the chance to be pre-counseled before you choose a course which will help you to manage your opportunities much better.
AI is not complete until and unless you have hands-on experience doing projects so let’s take a look at what Learnbay brings for you:

通過(guò)3年靈活付費(fèi)學(xué)習(xí)?；旧响`活的付費(fèi)意味著可以隨時(shí)更改批次，可以在付費(fèi)期間參加多個(gè)導(dǎo)師的課程。
Learnbay平臺(tái)的另一個(gè)好處是有機(jī)會(huì)接受領(lǐng)域?qū)I(yè)化培訓(xùn)和課程咨詢(xún)。領(lǐng)域?qū)I(yè)化可以幫助你對(duì)所有級(jí)別進(jìn)行檢查，如市場(chǎng)營(yíng)銷(xiāo)、銷(xiāo)售、人力資源，甚至財(cái)務(wù)。而且，在你選擇一門(mén)課程之前，有機(jī)會(huì)得到預(yù)先咨詢(xún)，這能幫助你更好地把握機(jī)會(huì)。
除非你有實(shí)際的項(xiàng)目經(jīng)驗(yàn)，否則人工智能是不完整的，所以讓我們來(lái)看看Learnbay平臺(tái)為你帶來(lái)了什么：

Emotions Sensor: Detects emotions and emoticons based on the users preference and mood.
Forecasting Demand and Sales: Works for big organizations who are looking forward to get their sales and demands forecasted for different months.
Generating Voice Recognition: A program which works on recognizing and famializing voices to be identified.
Supply chain for Analytics: Helps business and manufacturing companies to come up with demand and supply analytics on smart-choice basis.
Learnbay gives you a huge opportunity to learn the specialties of ML and AI. Once you learn through the course, it will be a perfect fit for your future.
So, what do you think?
If you are looking to grow in this sector then here’s your chance to choose wisely! I hope I have answered your question well.

情緒傳感器：根據(jù)用戶(hù)的偏好和情緒檢測(cè)情緒和表情符號(hào)。
預(yù)測(cè)需求和銷(xiāo)售：為那些希望得到不同月份銷(xiāo)售和需求預(yù)測(cè)的大組織工作。
生成語(yǔ)音識(shí)別：一個(gè)致力于識(shí)別和熟悉需要識(shí)別的聲音的程序。
分析供應(yīng)鏈：幫助商業(yè)和制造公司在明智選擇的基礎(chǔ)上提出需求和供應(yīng)分析。
Learnbay為您提供了學(xué)習(xí)人工智能和機(jī)器學(xué)習(xí)專(zhuān)業(yè)知識(shí)的巨大機(jī)會(huì)。一旦你通過(guò)課程學(xué)習(xí)，它將非常適合你的未來(lái)。
那么，你認(rèn)為呢？
如果你想在這個(gè)行業(yè)發(fā)展，那么這是你明智選擇的機(jī)會(huì)！我希望我已經(jīng)很好地回答了你的問(wèn)題。