Machine Learning Frameworks and Libraries
Discover transformative machine learning frameworks, from TensorFlow to Scikit-learn, driving innovation and efficiency in AI implementations.
- OpenAI
- Google Bard
- TensorFlow, PyTorch, Keras, CoreML
- Prompt engineering
- Scikit-learn, Numpy, Pandas
- Librosa
Machine Learning Frameworks and Libraries
Discover transformative machine learning frameworks, from TensorFlow to Scikit-learn, driving innovation and efficiency in AI implementations.
- OpenAI
- Google Bard
- TensorFlow, PyTorch, Keras, CoreML
- Prompt engineering
- Scikit-learn, Numpy, Pandas
- Librosa
Model Optimization and Deployment
Enhance models: shrink sizes, boost performance, deploy efficiently across iOS/Android using CoreML, TFLite, Flask, and more.
- Quantization for reducing model size and improving performance
- Conversion of models to CoreML format for iOS
- Conversion of models to TFLite format for Android
- Model presentation using Flask
- Queue structures for inference in production
- Model Interpretability
Model Optimization and Deployment
Enhance models: shrink sizes, boost performance, deploy efficiently across iOS/Android using CoreML, TFLite, Flask, and more.
- Quantization for reducing model size and improving performance
- Conversion of models to CoreML format for iOS
- Conversion of models to TFLite format for Android
- Model presentation using Flask
- Queue structures for inference in production
- Model Interpretability
Cloud and Infrastructure
Maximize potential with Jupyter, AWS, SageMaker, and serverless computing for streamlined ML on cloud platforms.
- Jupyter, Kaggle, Google Colab
- Public cloud platforms and systems (AWS)
- SageMaker
- Serverless Computing of ML models
Cloud and Infrastructure
Maximize potential with Jupyter, AWS, SageMaker, and serverless computing for streamlined ML on cloud platforms.
- Jupyter, Kaggle, Google Colab
- Public cloud platforms and systems (AWS)
- SageMaker
- Serverless Computing of ML models
Natural Language Processing (NLP) and Computer Vision
Unleash NLP prowess with Hugging Face, delve into OCR, image classification, object detection, and advanced language models.
- Hugging Face and Transformers
- Potential entry into the field of OCR
- Image Classification
- Object detection
- LLM, ChatGPT
Natural Language Processing (NLP) and Computer Vision
Unleash NLP prowess with Hugging Face, delve into OCR, image classification, object detection, and advanced language models.
- Hugging Face and Transformers
- Potential entry into the field of OCR
- Image Classification
- Object detection
- LLM, ChatGPT
Data Science Fundamentals
Master data science essentials: visualization, cleaning, exploratory analysis, and feature engineering for robust insights.
- Data visualization
- Data cleaning
- Exploratory Data Analysis
- Feature Engineering
Data Science Fundamentals
Master data science essentials: visualization, cleaning, exploratory analysis, and feature engineering for robust insights.
- Data visualization
- Data cleaning
- Exploratory Data Analysis
- Feature Engineering
Deep Learning and Transfer Learning
Delve into deep learning, transfer knowledge efficiently, harness GANs for creative potential.
- Neural network and deep learning
- Transfer learning
- Generative Adversarial Networks (GANs)
Deep Learning and Transfer Learning
Delve into deep learning, transfer knowledge efficiently, harness GANs for creative potential.
- Neural network and deep learning
- Transfer learning
- Generative Adversarial Networks (GANs)
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