![[Featured image]: Two NLP researchers seated behind a computer, using latent space while developing a model.](https://images.ctfassets.net/wp1lcwdav1p1/3RCRSEX1Hd3p2ZS5J1sm9S/c646304e7aff1ee202a2f6aa6a681a46/GettyImages-1084167628.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
What Is Latent Space?
Latent space is an abstract representation of complex data that is simpler, more compact, and more easily interpretable by computers. Explore how professionals use this concept to enhance machine learning models.
May 5, 2025
文章
AI 和 Machine Learning
AI 和 Machine Learning 正在推动各行各业的创新。通过这些资源了解有关 Generative AI、Large Language Model 等的更多信息。
![[Featured Image] A computer programmer is hyperparameter tuning on a learning machine at work.](https://images.ctfassets.net/wp1lcwdav1p1/6pd2aIDPfIDRoJkx1DRCr8/74b5ae4505451bfd2554e057e3b4c211/GettyImages-2045580420.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A prompt engineer is at their computer practicing essential prompt engineering skills, including learning C++, a new computer language.](https://images.ctfassets.net/wp1lcwdav1p1/1TUyJ5jnoPUjiJ9oye7fiX/a55f77d16e04cfb22f967c49f485de73/GettyImages-1919240544.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
AI and machine learning courses
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您将获得的技能: Prompt Engineering, Prompt Patterns, AI Product Strategy, Generative AI, Large Language Modeling, LLM Application, Process Optimization, Productivity Software, Workforce Development, Innovation, Emerging Technologies, Organizational Strategy, Data Security, Sociology, Critical Thinking, Human Computer Interaction, Analysis
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您将获得的技能: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation
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DeepLearning.AI
您将获得的技能: AI Product Strategy, Responsible AI, Data Ethics, Artificial Intelligence, Machine Learning, Strategic Thinking, Data Science, Deep Learning, Artificial Neural Networks
![[Featured Image] NLP professionals collaborating on code, with one software engineer pointing at the screen while discussing the natural language processing algorithms with their colleague in a tech workspace.](https://images.ctfassets.net/wp1lcwdav1p1/5SJF7pQ7QhyXeGJWHAeBYD/d6e78e43c67f9618900e46a8f581849f/GettyImages-2171151454.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A programmer analyzing code on a desktop PC in a work environment, focused on enhancing natural language processing skills.](https://images.ctfassets.net/wp1lcwdav1p1/e0DlHKbwjgllmgBn93JXM/4f60477ea26b5b2eb7cf1068a84e0f72/GettyImages-2198068249.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured image: Three engineers on an NLP career path work together in a computer lab setting.]](https://images.ctfassets.net/wp1lcwdav1p1/4golQrY0qen2jACiWiEob1/14fc9de78b797b93851253aa6762677c/GettyImages-970086178.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A professional works on a laptop and talks on the phone, utilizing Microsoft Copilot to aid productivity.](https://images.ctfassets.net/wp1lcwdav1p1/6lnbfs0R8gZ8xS2NBj7nJi/200d958fd0b85d67d4d5b2b671e7fd33/GettyImages-1470969586.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] Why Web Develoeprs Need to Understand AI](https://images.ctfassets.net/wp1lcwdav1p1/7vwVj1y5RnQkFX93LxO17h/6fee6cd3e4dae75a926f2ceea13d49db/Dakota_-_Why_Web_Developers_Need_to_Understand_AI_-_Thumbnail.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video thumbnail] Quick Tip Organize Your Daily Schedule](https://images.ctfassets.net/wp1lcwdav1p1/CWwWx9AHzuOGx7zIDWnJt/abee8090289649cd7a30656e0063ad09/RC_VID00010a_Chelsea_-_AI-Quick-Tip_-_Organize-Your-Daily-Schedule_-_Thumbnail.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Video Thumbnail] 3 AI Skills Anyone Can Start Learning Today](https://images.ctfassets.net/wp1lcwdav1p1/7tRxf3Iz4J7889bFDBf8jr/2766f32e8761651af5851bacfd85fa0f/RCVID0011_-_Anastasia-__3_AI_Skills_Anyone_Can_Start_Learning_Today_-_Thumbnail__1_.png?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] Software developers smiling and taking notes about Hugging Face, a key player in AI and machine learning, in a professional workspace.](https://images.ctfassets.net/wp1lcwdav1p1/4p1qwRyyDIbyzLUu1KsB4g/87e2713af3795fa1e493eaff9a0340a6/GettyImages-498342978.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
![[Featured Image] A learner asks, “What is an attention mechanism?” and gets details from their mentor as they discuss data analysis in a workplace environment with a computer displaying data.](https://images.ctfassets.net/wp1lcwdav1p1/VWkLvTgCeKKLDcOovFChk/a32e76d9e265f6910cf519f35d503ea4/GettyImages-1412762526__3_.jpg?w=330&h=216&q=60&fit=fill&f=faces&fm=jpg&fl=progressive)
GenAI is poised to be the largest technological revolution since the internet. In today's technologically evolving world, professionals skilled in AI and machine learning are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within AI and machine learning to start your journey in this exciting and rewarding domain.
Interested in artificial intelligence? Start by learning more about artificial intelligence and possible AI career paths.
Interested in machine learning? Read about core machine learning concepts, and explore machine learning certifications.
Interested in natural language processing? Dive into natural language processing applications and the skills required to succeed in this growing field.
Ready to start learning? Explore our catalog of artificial intelligence, machine learning, and natural language processing courses for beginners and experienced professionals.
