我想学习人工智能和机器学习,我可以从哪里开始呢_风闻

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评论原创翻译：

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.

机器学习是人工智能的一个非常重要的部分。如果你想学习人工智能，那么机器学习将是学习的一部分。

如图所示，深度学习和机器学习是人工智能的一部分，如果你想学习人工智能和机器学习，那么你需要这样开始：

学习编程语言。我建议你学习Python。但是你也可以学习Python和R语言。

然后获得学习和理解人工智能概念所需的基本数学和统计学知识。

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. 

完成数学部分后，开始练习机器学习概念。

然后开始学习深度学习，你可以使用TensorFlow计算模型等学习深度学习。

深度学习后，学习自然语言处理、计算机视觉和OpenCV（Intel开源计算机视觉库）。

如果你想学习人工智能和机器学习，这是你需要遵循的基本结构。在你学习的每一个主题中，尝试通过解决案例研究进行大量练习，这就是你如何更清楚地理解概念的方法。

对于学习人工智能和机器学习，你应该找到合适的课程来接受训练。我想向在职专业人士推荐的一个项目是Learnbay提供的人工智能和机器学习认证。该计划是IBM认证的，该计划的持续时间为8个月。

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.

机器学习和人工智能是世界上发展最快的两种技术。随着各个行业的进步，这两个领域迅速发展起来也就不足为奇了——但这一切的炒作到底是什么？基于项目的学习是当今人工智能流行的主要原因之一。

我们将进一步了解为什么学习机器学习和人工智能如此重要，包括它们在技术世界之外的一些用途。

以下是学习机器学习和人工智能对你很重要的几个原因，无论你从事什么工作。

这是支持你事业的一种方式。随着你进入更高级的职位，你将使用的技术将变得更加复杂，复杂的任务总是通过算法和机器学习得到更好的解决。通过继续学习这类技术，你可以在职业生涯中承担这些高级任务，并证明你有能力。

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.

机器学习有助于它在许多行业的整合。通过了解机器学习的工作原理，专业人员更容易将其融入日常生活，并在整个职业生涯中提高技能。

这不仅对你的事业有益。机器学习算法可以用来解决我们日常生活中面临的问题。例如，通过机器学习，我们可以创建可集成到城市交通系统中的预测系统，通过更好地规划路线来帮助减少交通拥堵并提高安全性。这些都是每天对你、你的家人和你的社区有益的事情。

如果你了解最新的新闻，你会注意到有很多关于人工智能也被用于邪恶目的的讨论，比如自动武器。

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.

现在，如果你想学习人工智能和机器学习，那么这里有一些机会给你!

1.Udemy平台为初学者提供人工智能和机器学习课程

Udemy平台的这门在线课程很好地介绍了人工智能和机器学习主题。它是为没有编程经验的初学者设计的，同时拥有足够的材料，人工智能和机器学习方面的狂热者也可以学习一些新的东西。

2.Coursera平台关于不同领域的机器学习课程

该课程由Coursera运营，重点关注机器学习原理和在特定领域提供最先进结果的能力。本课程分为五个主要部分：机器学习、统计、优化、算法和线性代数。

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 网上论坛为初学者提供机器学习课程

谷歌机器学习平台上的课程也更侧重于理论方面，而不是实际方面。它贯穿了最重要的概念，首先简要介绍了机器学习、人工神经网络和深度学习，最后用玻尔兹曼机器和自动编码器完成无监督学习。

4.Learnbay平台的人工智能和机器学习专家课程

Learnbay平台为所有人工智能和机器学习专家和爱好者提供了最重要的课程之一。如果你想参加，那么下面是你需要了解的本课程的一些必备条件。

从事行业中的实时项目。习惯与你的导师一起进行解决疑问的交流和互动。此外，你可以接触到与课程项目相关的行业见解，这将相应地帮助你。

如果你正在寻找工作机会，这是一门完美的课程。Learnbay平台让你有机会获得帮助，以改进你的职业生涯，并帮助您参加模拟面试。除此之外，你还可以了解到所有申请最好的跨国公司的方法。数据科学课程有退款保证，这意味着在你没有找到工作之后，你投资的钱将会全部收回。

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:

通过3年灵活付费学习。基本上灵活的付费意味着可以随时更改批次，可以在付费期间参加多个导师的课程。

Learnbay平台的另一个好处是有机会接受领域专业化培训和课程咨询。领域专业化可以帮助你对所有级别进行检查，如市场营销、销售、人力资源，甚至财务。而且，在你选择一门课程之前，有机会得到预先咨询，这能帮助你更好地把握机会。

除非你有实际的项目经验，否则人工智能是不完整的，所以让我们来看看Learnbay平台为你带来了什么：

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.

情绪传感器：根据用户的偏好和情绪检测情绪和表情符号。

预测需求和销售：为那些希望得到不同月份销售和需求预测的大组织工作。

生成语音识别：一个致力于识别和熟悉需要识别的声音的程序。

分析供应链：帮助商业和制造公司在明智选择的基础上提出需求和供应分析。

Learnbay为您提供了学习人工智能和机器学习专业知识的巨大机会。一旦你通过课程学习，它将非常适合你的未来。

那么，你认为呢？

如果你想在这个行业发展，那么这是你明智选择的机会！我希望我已经很好地回答了你的问题。