Master Cheat Sheets

The AI tools stack atmosphere

𝗧𝗵𝗲 𝗔𝗜 𝗧𝗼𝗼𝗹𝘀 𝗦𝘁𝗮𝗰𝗸 𝗔𝘁𝗺𝗼𝘀𝗽𝗵𝗲𝗿𝗲

You are missing 99% of it:

Dive deep into the core components shaping the future of artificial intelligence across various spheres:

𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗦𝗽𝗵𝗲𝗿𝗲:

• Scikit-Learn: Streamline ML workflows effortlessly.

• TensorFlow: Unleash the power of flexible ML deployments.

• PyTorch: Ignite innovation with dynamic neural networks.

• Keras: Build and experiment with neural networks seamlessly.

• MXNet: Accelerate deep learning with scalable efficiency.

• Caffe: Brew cutting-edge deep learning models.

𝗡𝗟𝗣 𝗦𝗽𝗵𝗲𝗿𝗲:

• NLTK: Master natural language processing with ease.

• SpaCy: Transform raw text into valuable insights.

• GPT: Harness the language generation revolution.

• BERT: Dive into the depths of contextualised embeddings.

• Word2Vec: Bridge the semantic gap with word embeddings.

• OpenNLP: Uncover the power of open-source natural language processing.

𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 𝗦𝗽𝗵𝗲𝗿𝗲:

• YOLO: Empower object detection with real-time precision.

• ImageAI: Open new dimensions in image recognition.

• SimpleCV: Simplify computer vision applications.

• CUDA: Supercharge parallel computing for image processing.

• PIL: Elevate image processing with the Python Imaging Library.

• OpenCV: Transform ideas into computer vision realities.

• Matplotlib: Visualise data and insights with elegance.

𝗥𝗲𝗶𝗻𝗳𝗼𝗿𝗰𝗲𝗺𝗲𝗻𝘁 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗦𝗽𝗵𝗲𝗿𝗲:

• OpenAI: Pioneer advancements in reinforcement learning.

• Coach: Accelerate reinforcement learning experimentation.

• PyBullet: Forge realistic physics simulations for RL.

• Ray RLlib: Scale reinforcement learning effortlessly.

• Stable Baselines: Build robust and stable RL models.

𝗗𝗲𝘃𝗢𝗽𝘀 𝗮𝗻𝗱 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗦𝗽𝗵𝗲𝗿𝗲:

• ONNX: Foster interoperability across AI frameworks.

• Flask: Develop web applications with Python simplicity.

• Docker: Containerize applications for seamless deployment.

• Kubernetes: Orchestrate and scale containerized AI workloads.

• Jenkins: Automate the AI development pipeline seamlessly.

Embark on this odyssey through the AI Tools Stack Atmosphere and empower your journey into the future of artificial intelligence:

𝗨𝗻𝗹𝗼𝗰𝗸 𝗠𝗼𝗿𝗲 𝗔𝗜 𝗚𝗼𝗼𝗱𝗶𝗲𝘀!

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Credits: Dirk Zee