data-science-projects

Revise ML knowledge before internship

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.ipynb_checkpoints		.ipynb_checkpoints
datasets		datasets
images		images
.DS_Store		.DS_Store
01_the_machine_learning_landscape.ipynb		01_the_machine_learning_landscape.ipynb
02_end_to_end_machine_learning_project.ipynb		02_end_to_end_machine_learning_project.ipynb
03_classification.ipynb		03_classification.ipynb
04_training_linear_models.ipynb		04_training_linear_models.ipynb
05_support_vector_machines.ipynb		05_support_vector_machines.ipynb
06_decision_trees.ipynb		06_decision_trees.ipynb
07_ensemble_learning_and_random_forests.ipynb		07_ensemble_learning_and_random_forests.ipynb
08_dimensionality_reduction.ipynb		08_dimensionality_reduction.ipynb
09_up_and_running_with_tensorflow.ipynb		09_up_and_running_with_tensorflow.ipynb
10_introduction_to_artificial_neural_networks.ipynb		10_introduction_to_artificial_neural_networks.ipynb
11_deep_learning.ipynb		11_deep_learning.ipynb
12_distributed_tensorflow.ipynb		12_distributed_tensorflow.ipynb
13_convolutional_neural_networks.ipynb		13_convolutional_neural_networks.ipynb
14_recurrent_neural_networks.ipynb		14_recurrent_neural_networks.ipynb
15_autoencoders.ipynb		15_autoencoders.ipynb
16_reinforcement_learning.ipynb		16_reinforcement_learning.ipynb
LICENSE		LICENSE
README.md		README.md
book_equations.ipynb		book_equations.ipynb
extra_autodiff.ipynb		extra_autodiff.ipynb
extra_capsnets-cn.ipynb		extra_capsnets-cn.ipynb
extra_capsnets.ipynb		extra_capsnets.ipynb
extra_gradient_descent_comparison.ipynb		extra_gradient_descent_comparison.ipynb
extra_tensorflow_reproducibility.ipynb		extra_tensorflow_reproducibility.ipynb
future_encoders.py		future_encoders.py
index.ipynb		index.ipynb
math_linear_algebra.ipynb		math_linear_algebra.ipynb
ml-project-checklist.md		ml-project-checklist.md
my_model.pkl		my_model.pkl
requirements.txt		requirements.txt
tensorflow_graph_in_jupyter.py		tensorflow_graph_in_jupyter.py
tools_matplotlib.ipynb		tools_matplotlib.ipynb
tools_numpy.ipynb		tools_numpy.ipynb
tools_pandas.ipynb		tools_pandas.ipynb

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