Cloud Programming Repository | Artificial Intelligence
- Description
- Curriculum
- Reviews
TensorFlow
PyTorch
AWS Deep Learning AMIs
Google Cloud AI Platform Notebooks
Microsoft Azure AI
Kubeflow
Hugging Face Transformers
Natural Language Processing (NLP)
– Hugging Face Transformers: https://github.com/huggingface/transformers
– Spacy: https://github.com/explosion/spaCy
– NLTK (Natural Language Toolkit): https://github.com/nltk/nltk
– AllenNLP: https://github.com/allenai/allennlp
– Generative Pre-trained Transformer
– Stanford NLP Group: https://github.com/stanfordnlp
– FastText: https://github.com/facebookresearch/fastText
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1PythonText lesson
Python is widely used in cloud computing due to its simplicity, versatility, and extensive libraries. It's
commonly used for tasks such as automation, scripting, and building web applications, making it a
popular choice for cloud-based projects -
2JavaText lesson
Java has been a staple in enterprise development for years, and it remains a popular choice for building scalable and reliable cloud-based applications. It's especially prevalent in large-scale cloud deployments where performance and stability are critical.
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3JavaScript (Node.js)Text lesson
Node.js, a JavaScript runtime, is increasingly popular for building server-side applications, including those deployed in the cloud. Its event-driven, non-blocking I/O model makes it well-suited for handling concurrent requests and real-time applications.
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4Go (Golang)Text lesson
Go has gained traction in cloud computing due to its simplicity, performance, and strong support for concurrency. It's commonly used for building microservices and cloud-native applications, particularly in environments like Kubernetes.
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5C#Text lesson
C# is commonly associated with Microsoft technologies, including the Azure cloud platform. It's widely used for building enterprise-grade applications and services, particularly those targeting the Microsoft ecosystem.
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6RubyText lesson
Ruby, particularly with the Ruby on Rails framework, remains popular for building web applications and APIs deployed in the cloud. Its focus on developer productivity and convention over configuration makes it appealing for rapid development.
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7ScalaText lesson
Scala, with its strong support for functional programming and compatibility with Java, is often used in cloud computing environments, especially for building distributed systems and data-intensive applications.
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8KotlinText lesson
Kotlin, known for its interoperability with Java and concise syntax, is gaining popularity for cloud development, especially for Android apps hosted in the cloud and backend services.
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9SwiftText lesson
Swift, primarily known as Apple's programming language for iOS development, is increasingly used in cloud computing, particularly for building server-side applications and services.
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10RustText lesson
Rust's emphasis on safety, performance, and concurrency makes it an attractive choice for building cloud infrastructure components, such as system daemons, networking tools, and low-level services.
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11Artificial IntelligenceText lesson
What is artificial intelligence (AI)?
Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities of the human mind
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12AWS AI ServicesText lesson
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13Azure AI ServicesText lesson
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14Google Cloud Platform AI Services, Products and SolutionsText lesson
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15AI DetectionText lesson
The AI Detector will let you know in seconds if the content you have reads like it is written by a human or if it sounds like it came from an AI system like ChatGPT, GPT-4, Bard, Claude, and Gemini. Then, use the AI Detector "pro version" to produce the most humanlike AI writing possible, giving you undetectable AI content.
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16AI AudioText lesson
Create ultra realistic Text to Speech (TTS) using AI Voice Generator. Voice AI instantly converts text in to natural sounding humanlike voice performances across any language and accent. Create natural AI voices instantly in any language - perfect for video creators, developers, and businesses.
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17AI ChatText lesson
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18AI CodingText lesson
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19AI CopywritingText lesson
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20AI Generative ArtText lesson
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21AI Image EditingText lesson
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22AI MarketingText lesson
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23AI PodcastingText lesson
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24AI ProductivityText lesson
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25AI SEO (Search Engine Optimization)Text lesson
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26AI Video EditingText lesson
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Cloud Programming Repository | Artificial Intelligence
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What is Prerequisite coursesA prerequisite is a specific course that you must complete before you can take another course at the next grade level.