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What we’re about

Discuss and develop skills to develop and run machine learning software.
Topics:
Python/Java other relevant languages
Mathematics for Machine Learning
Supervised vs. unsupervised learning, classification, regression, clustering
Scikit-Learn, Keras, and TensorFlow
NumPy, Pandas, Matplotlib
neural networks
deep learning-CNN(Convolutional neural network)s, RNN(Recurrent Neural Network)s, LSTM(Long short-term memory)s-vanishing gradient problem, GAN(Generative Adversarial networks)s
Natural Language Processing
Computer Vision
datasets from Kaggle or UCI Machine
Git and GitHub
PyTorch
Keras
Google Colab
Amazon Web Services
NVIDIA GPU Cloud
NVIDIA CUDA and cuDNN
nvidia-smi
docker
AWS Machine Learning Certification
EDA Exploratory data analysis
ColBERT
SMOTE
Multimodal-Text+(Image, Audio, or Video)

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