Data Science and AI Courses
Courses focused on data analysis, machine learning, and artificial intelligence, ranging from a first Python and statistics course to specialized tracks in deep learning and large language models. Aimed at people building an actual portfolio project, not just watching lecture slides.
- 1
Subscription video library with large data science selection, completion badges integrate directly into your LinkedIn profile
- 2
GPU-accelerated deep learning training with self-paced courses and instructor-led workshops.
- 3
Certification courses covering Oracle Cloud AI, machine learning, and data science services.
- 4
Free courses on large language models, NLP, diffusion models, and AI agents with hands-on Hugging Face tools.
- 5
Major marketplace connecting learners with university and industry data science programs including full degrees and specializations.
- 6
Interactive coding platform teaching Python, R, SQL, and machine learning through in-browser exercises and skill tracks.
- 7
Massive marketplace of individually priced data science courses from independent instructors, spanning beginner to advanced topics
- 8
Certification and training programs on Apache Spark, data engineering, machine learning, and AI on Databricks.
- 9
Nonprofit-founded platform offering university-backed data science and AI courses and MicroMasters programs from MIT, Harvard, and others.
- 10
Interactive platform with comprehensive data science courses covering Python, SQL, machine learning, and visualization techniques
- 11
Project-focused Nanodegree programs in data science and machine learning built with industry partners and human mentors.
- 12
Free micro-courses from Kaggle covering Python, pandas, machine learning, and deep learning with hands-on notebooks.
- 13
Andrew Ng's platform offers deep learning specializations and GenAI courses through partnerships with Coursera.
- 14
Machine learning and data science courses using SAS Viya tools with certification paths.
- 15
Free courses on MLOps, LLM fine-tuning, generative AI, and model deployment for production ML systems
- 16
Interactive platform teaching math, programming, and AI through visual problem-solving and hands-on challenges.
- 17
600+ courses on AWS services including machine learning, AI, and data science with hands-on labs
- 18
Free nonprofit platform offering certifications in data analysis and machine learning through real-world coding projects
- 19
University-backed online courses with data science, machine learning, and analytics topics from leading institutions
- 20
Tech skills platform with structured learning paths in data science, machine learning, and AI for professionals
- 21
Data analytics platform with self-paced courses and professional certification training.
- 22
Google training on generative AI, ML engineering, and cloud AI services with structured paths.
- 23
SQL learning platform with tutorials and practice problems for data analysis and science.
- 24
Instructor-led bootcamp offering data science, machine learning, and AI certifications developed with academic and industry partners.
- 25
Interactive coding platform with browser-based editors, data science courses, and AI Engineer career paths.
- 26
Free code-first deep learning courses created by Jeremy Howard, paired with the practical fastai library for practitioners.
- 27
University-backed courses covering data science, AI principles, machine learning, and their business applications.
- 28
Browser-based platform specializing in data science education through project-driven Python, SQL, and machine learning lessons
- 29
Google's official training platform for machine learning and AI on Google Cloud with guided labs, quests, and the ML Crash Course.
- 30
Free MIT courses with video lectures, problem sets, and materials on machine learning, data science, and AI.
- 31
Official OpenAI courses on AI fundamentals, applied AI, agents, and workflows with hands-on ChatGPT practice
- 32
Subscription platform with structured career-focused courses in data science, analytics, and AI including capstone projects
- 33
Cloud and AI training from Microsoft on Azure machine learning, data engineering, and AI services platforms.
- 34
Free data science and AI courses covering machine learning, deep learning, and AI topics with certification
- 35
Project-based analytics courses teaching Power BI, Python, SQL, and generative AI tools with practical datasets.
- 36
University-backed online courses in artificial intelligence and machine learning taught by Stanford faculty at graduate level
- 37
Expert-led courses on machine learning, data science, PyTorch deep learning, and Hugging Face with real projects
- 38
Free community-driven courses on machine learning engineering, data engineering, and MLOps via self-paced zoomcamps
- 39
Live and self-paced online training in data science, machine learning, deep learning with IIT certification
- 40
In-IDE courses on machine learning, data science, and AI with hands-on coding practice.
- 41
Career-focused bootcamp combining structured data science curriculum with personalized mentorship and job placement assistance.
- 42
Free AI education platform covering fundamentals, ethics, and ML algorithms for all backgrounds.
Frequently asked questions
كيف يمكنني التعلم من خلال كتابة الكود بدلاً من مجرد مشاهدة الفيديوهات؟
يمكنك استخدام المنصات التفاعلية التي توفر تمارين داخل المتصفح أو دفاتر ملاحظات تطبيقية لممارسة لغات بايثون وSQL وتعلم الآلة. تركز بعض الجهات المزودة للخدمة بشكل خاص على التدريب العملي باستخدام أدوات مثل Hugging Face أو دفاتر ملاحظات Kaggle لمساعدتك في بناء مهارات تطبيقية.
هل توجد خيارات للحصول على شهادات مهنية؟
نعم، توفر عدة جهات مسارات للحصول على شهادات رسمية من خلال برامج تدريبية متخصصة أو برامج MicroMasters المدعومة من الجامعات. كما تقدم بعض المنصات شهادات متخصصة في مجالات معينة مثل الذكاء الاصطناعي السحابي وخدمات هندسة البيانات.
هل يمكنني العثور على دورات متخصصة في النماذج اللغوية الكبيرة والذكاء الاصطناعي التوليدي؟
يمكنك العثور على تدريب متخصص في النماذج اللغوية الكبيرة ومعالجة اللغات الطبيعية وعوامل الذكاء الاصطناعي من خلال المنصات التي تقدم دورات مصغرة مجانية أو تخصصات في التعلم العميق. كما يقدم بعض المدربين دورات محددة في الذكاء الاصطناعي التوليدي عبر الأسواق التعليمية الكبرى.
ما هي أفضل المنصات إذا كنت أرغب في إضافة مؤهلات إلى ملفي المهني؟
تسمح لك بعض مكتبات الاشتراكات بدمج شارات إتمام الدورات مباشرة في ملفك الشخصي على LinkedIn. وتركز خيارات أخرى على البرامج المدعومة من الجامعات أو الشهادات الرسمية الصادرة عن شركات التكنولوجيا الكبرى.