我想學習人工智能和機器學習,我可以從哪裏開始呢_風聞

【來源龍騰網】

評論原創翻譯：

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.

機器學習是人工智能的一個非常重要的部分。如果你想學習人工智能，那麼機器學習將是學習的一部分。

如圖所示，深度學習和機器學習是人工智能的一部分，如果你想學習人工智能和機器學習，那麼你需要這樣開始：

學習編程語言。我建議你學習Python。但是你也可以學習Python和R語言。

然後獲得學習和理解人工智能概念所需的基本數學和統計學知識。

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. 

完成數學部分後，開始練習機器學習概念。

然後開始學習深度學習，你可以使用TensorFlow計算模型等學習深度學習。

深度學習後，學習自然語言處理、計算機視覺和OpenCV（Intel開源計算機視覺庫）。

如果你想學習人工智能和機器學習，這是你需要遵循的基本結構。在你學習的每一個主題中，嘗試通過解決案例研究進行大量練習，這就是你如何更清楚地理解概念的方法。

對於學習人工智能和機器學習，你應該找到合適的課程來接受訓練。我想向在職專業人士推薦的一個項目是Learnbay提供的人工智能和機器學習認證。該計劃是IBM認證的，該計劃的持續時間為8個月。

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.

機器學習和人工智能是世界上發展最快的兩種技術。隨着各個行業的進步，這兩個領域迅速發展起來也就不足為奇了——但這一切的炒作到底是什麼？基於項目的學習是當今人工智能流行的主要原因之一。

我們將進一步瞭解為什麼學習機器學習和人工智能如此重要，包括它們在技術世界之外的一些用途。

以下是學習機器學習和人工智能對你很重要的幾個原因，無論你從事什麼工作。

這是支持你事業的一種方式。隨着你進入更高級的職位，你將使用的技術將變得更加複雜，複雜的任務總是通過算法和機器學習得到更好的解決。通過繼續學習這類技術，你可以在職業生涯中承擔這些高級任務，並證明你有能力。

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.

機器學習有助於它在許多行業的整合。通過了解機器學習的工作原理，專業人員更容易將其融入日常生活，並在整個職業生涯中提高技能。

這不僅對你的事業有益。機器學習算法可以用來解決我們日常生活中面臨的問題。例如，通過機器學習，我們可以創建可集成到城市交通系統中的預測系統，通過更好地規劃路線來幫助減少交通擁堵並提高安全性。這些都是每天對你、你的家人和你的社區有益的事情。

如果你瞭解最新的新聞，你會注意到有很多關於人工智能也被用於邪惡目的的討論，比如自動武器。

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.

現在，如果你想學習人工智能和機器學習，那麼這裏有一些機會給你!

1.Udemy平台為初學者提供人工智能和機器學習課程

Udemy平台的這門在線課程很好地介紹了人工智能和機器學習主題。它是為沒有編程經驗的初學者設計的，同時擁有足夠的材料，人工智能和機器學習方面的狂熱者也可以學習一些新的東西。

2.Coursera平台關於不同領域的機器學習課程

該課程由Coursera運營，重點關注機器學習原理和在特定領域提供最先進結果的能力。本課程分為五個主要部分：機器學習、統計、優化、算法和線性代數。

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 網上論壇為初學者提供機器學習課程

谷歌機器學習平台上的課程也更側重於理論方面，而不是實際方面。它貫穿了最重要的概念，首先簡要介紹了機器學習、人工神經網絡和深度學習，最後用玻爾茲曼機器和自動編碼器完成無監督學習。

4.Learnbay平台的人工智能和機器學習專家課程

Learnbay平台為所有人工智能和機器學習專家和愛好者提供了最重要的課程之一。如果你想參加，那麼下面是你需要了解的本課程的一些必備條件。

從事行業中的實時項目。習慣與你的導師一起進行解決疑問的交流和互動。此外，你可以接觸到與課程項目相關的行業見解，這將相應地幫助你。

如果你正在尋找工作機會，這是一門完美的課程。Learnbay平台讓你有機會獲得幫助，以改進你的職業生涯，並幫助您參加模擬面試。除此之外，你還可以瞭解到所有申請最好的跨國公司的方法。數據科學課程有退款保證，這意味着在你沒有找到工作之後，你投資的錢將會全部收回。

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3年靈活付費學習。基本上靈活的付費意味着可以隨時更改批次，可以在付費期間參加多個導師的課程。

Learnbay平台的另一個好處是有機會接受領域專業化培訓和課程諮詢。領域專業化可以幫助你對所有級別進行檢查，如市場營銷、銷售、人力資源，甚至財務。而且，在你選擇一門課程之前，有機會得到預先諮詢，這能幫助你更好地把握機會。

除非你有實際的項目經驗，否則人工智能是不完整的，所以讓我們來看看Learnbay平台為你帶來了什麼：

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：根據用户的偏好和情緒檢測情緒和表情符號。

預測需求和銷售：為那些希望得到不同月份銷售和需求預測的大組織工作。

生成語音識別：一個致力於識別和熟悉需要識別的聲音的程序。

分析供應鏈：幫助商業和製造公司在明智選擇的基礎上提出需求和供應分析。

Learnbay為您提供了學習人工智能和機器學習專業知識的巨大機會。一旦你通過課程學習，它將非常適合你的未來。

那麼，你認為呢？

如果你想在這個行業發展，那麼這是你明智選擇的機會！我希望我已經很好地回答了你的問題。