How to start learning AI ?

Question

How to start learning AI ?

VÕ VĂN TIẾN SỸ 5

I want to learn about AI, where should I start ? Azure OpenAI Service or Langchain ?

Jamie lane 0 Reputation points

2023-12-29T04:31:12.2833333+00:00

Learning AI can be an exciting and rewarding journey. Here's a step-by-step guide to help you get started:

Understand the Basics:

Familiarize yourself with basic concepts in mathematics, especially linear algebra, calculus, and probability. These are fundamental to understanding algorithms and models in AI. This website AiChief is the best place to learn more about AI and AI tools.

Learn Programming:

Gain proficiency in a programming language such as Python, which is widely used in the AI community. Learn the basics of data structures and algorithms as well.

Explore Machine Learning:

Start with machine learning, a subset of AI. Familiarize yourself with supervised and unsupervised learning, and study algorithms like linear regression, logistic regression, decision trees, and clustering.

Study Deep Learning:

Deep learning is a subset of machine learning that focuses on neural networks. Learn about artificial neural networks, convolutional neural networks (CNNs), and recurrent neural networks (RNNs).

Online Courses and Tutorials:

Take advantage of online courses and tutorials. Platforms like Coursera, edX, and Udacity offer excellent courses on AI and machine learning. Popular courses include Andrew Ng's Machine Learning on Coursera and the Deep Learning Specialization.

Read Books:

Books can provide in-depth knowledge. Some recommended books include "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron and "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville.

Work on Projects:

Apply your knowledge by working on real projects. This could be anything from analyzing datasets to building machine learning models. GitHub is a great platform to showcase your projects.

Explore Specializations:

AI has various specializations such as natural language processing, computer vision, and reinforcement learning. Explore these areas based on your interests.

Join AI Communities:

Engage with the AI community through forums, meetups, and social media. Platforms like Stack Overflow, Reddit, and LinkedIn have active AI communities where you can learn and seek help.

Stay Updated:

AI is a rapidly evolving field. Stay updated on the latest research papers, conferences, and breakthroughs. Follow key researchers and organizations on platforms like arXiv and Twitter.

Advanced Degrees (Optional):

Consider pursuing advanced degrees such as a Master's or Ph.D. in AI if you want a deeper understanding and a career in research.

Build a Portfolio:

Create a portfolio showcasing your projects and skills. This is valuable when applying for jobs or internships in the field.

Remember, learning AI is a continuous process, and hands-on experience is crucial. Start small, be patient, and gradually take on more complex challenges as you progress.

2 answers

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Answer 1

Hi @VÕ VĂN TIẾN SỸ , Thanks for using Microsoft Q&A Platform.

If you are looking to learn about AI/Azure OpenAI, Microsoft Learn website is a great resource to start with. You can browse learning paths and apply filters to select Azure OpenAI.

Additionally, you can apply filters based on your learning goals.

Here are the few links related to the Azure openAI: https://learn.microsoft.com/en-us/training/modules/explore-azure-openai/

https://learn.microsoft.com/en-us/training/modules/get-started-openai/

If you are interested in getting certified in AI, you can also check out the certification details related to AI on the Microsoft Learn website.: https://learn.microsoft.com/en-us/certifications/browse/?roles=ai-engineer

I hope this helps.

Regards,
Vasavi

-Please kindly accept the answer and vote 'yes' if you feel helpful to support the community, thanks.

Answer 2

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