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
Machine Learning Frameworks and Libraries

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

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

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
Cloud and Infrastructure

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

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

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
Data Science Fundamentals

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

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

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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