Files (576)
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Mathematical Foundation for AI and Machine Learning
video3_5.mp4
514.22 MB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Advanced Artificial Intelligence Projects with Python
advancedartificialintelligenceprojectswithpython_video.docx
19.53 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Advanced Artificial Intelligence Projects with Python/Supplement/Advanced-Artificial-Intelligence-Projects-with-Python-master
LICENSE
1.04 KB
README.md
150.00 B
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Advanced Artificial Intelligence Projects with Python/Supplement/Advanced-Artificial-Intelligence-Projects-with-Python-master/section-1-nlp
EnronEntities.ipynb
850.95 KB
EnronEntities.py
7.12 KB
WikipediaKeywords.ipynb
106.33 KB
WikipediaKeywords.py
1.67 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Advanced Artificial Intelligence Projects with Python/Supplement/Advanced-Artificial-Intelligence-Projects-with-Python-master/section-2-genetic-algorithms
XKCDgenalg.ipynb
42.55 KB
XKCDgenalg.py
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Advanced Artificial Intelligence Projects with Python/Supplement
LICENSE
1.04 KB
README.md
150.00 B
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Advanced Artificial Intelligence Projects with Python/Supplement/section-1-nlp
EnronEntities.ipynb
850.95 KB
EnronEntities.py
7.12 KB
WikipediaKeywords.ipynb
106.33 KB
WikipediaKeywords.py
1.67 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Advanced Artificial Intelligence Projects with Python/Supplement/section-2-genetic-algorithms
GeneticMixTapeGenerator.ipynb
32.65 KB
GeneticMixTapeGenerator.py
10.97 KB
GeneticMixTapeGeneratorPrep.ipynb
46.66 KB
GeneticMixTapeGeneratorPrep.py
3.12 KB
XKCDgenalg.ipynb
42.55 KB
XKCDgenalg.py
6.07 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Advanced Artificial Intelligence Projects with Python/Supplement/section-3-reinforcement-learning
LunarLanderQLearning.ipynb
9.16 KB
LunarLanderQLearning.py
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video1_1.mp4
5.98 MB
video1_2.mp4
7.99 MB
video1_3.mp4
7.42 MB
video1_4.mp4
57.05 MB
video1_5.mp4
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video1_6.mp4
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video2_1.mp4
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video2_2.mp4
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video2_3.mp4
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video2_4.mp4
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video3_1.mp4
20.84 MB
video3_2.mp4
12.10 MB
video3_3.mp4
50.54 MB
video3_4.mp4
34.35 MB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Deep Learning Architecture for Building Artificial Neural Networks
deeplearningarchitectureforbuildingartificialneuralnetworks_ - Copy.docx
19.01 KB
deeplearningarchitectureforbuildingartificialneuralnetworks_video.docx
19.01 KB
deeplearningarchitectureforbuildingartificialneuralnetworks_video.pdf
80.05 KB
video1_1.mp4
90.74 MB
video1_2.mp4
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video1_3.mp4
19.43 MB
video1_4.mp4
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video1_5.mp4
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video2_1.mp4
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video2_2.mp4
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video2_3.mp4
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video2_4.mp4
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video3_1.mp4
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video3_2.mp4
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video3_3.mp4
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video3_4.mp4
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video4_1.mp4
11.52 MB
video4_2.mp4
9.85 MB
video4_3.mp4
9.41 MB
video4_4.mp4
11.01 MB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Deep Learning with PyTorch
deeplearningwithpytorch_video.docx
25.44 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Deep Learning with PyTorch/Supplement
1.5.tensors.ipynb
7.84 KB
1.5.variables.ipynb
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1.6.tensors.and.numpy.ipynb
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1.7.tensors.gpu.ipynb
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1.8.popular.datasets.ipynb
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2.training.your.first.neural.network.ipynb
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3.cnn.for.digits.classification.ipynb
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4.rnn.text.generation.ipynb
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5.autoencoder.denoising.images.ipynb
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6.reinforcement.learning.balance.cartpole.ipynb
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Curated.Reading.List.md
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Deep Learning with PyTorch/Supplement/data
iris.data.txt
4.51 KB
iris.jpg
9.05 KB
iris.py
800.00 B
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Deep Learning with PyTorch/Supplement/data/ohenry
test.txt
1.57 MB
train.txt
3.62 MB
valid.txt
1.57 MB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Deep Learning with PyTorch/Supplement/data/shakespear
train.txt
5.11 MB
valid.txt
319.06 KB
Thumbs.db
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__init__.py
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video1_1.mp4
22.20 MB
video1_2.mp4
11.52 MB
video1_3.mp4
40.83 MB
video1_4.mp4
17.15 MB
video1_5.mp4
61.39 MB
video1_6.mp4
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video1_7.mp4
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video1_8.mp4
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video1_9.mp4
30.53 MB
video2_1.mp4
26.70 MB
video2_2.mp4
3.27 MB
video2_3.mp4
7.97 MB
video2_4.mp4
26.10 MB
video2_5.mp4
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video2_6.mp4
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video3_1.mp4
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video3_2.mp4
29.11 MB
video3_3.mp4
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video3_4.mp4
35.43 MB
video3_5.mp4
32.64 MB
video3_6.mp4
32.26 MB
video3_7.mp4
40.05 MB
video4_1.mp4
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video4_2.mp4
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video4_3.mp4
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video4_4.mp4
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video4_5.mp4
28.98 MB
video5_1.mp4
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video5_2.mp4
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video5_3.mp4
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video5_4.mp4
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video6_1.mp4
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video6_3.mp4
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video6_6.mp4
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance
hands-onaiforfinance_video.docx
21.51 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 2/source
baseline.py
1.11 KB
conf.py
775.00 B
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 2/source/data
ec.csv
280.99 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 2/source/models
model-default-1-1-history.pickle
251.00 B
model-default-1-1.h5
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model-default-10-32-history.pickle
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model-default-10-32.h5
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model-default-10-8-history.pickle
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model-default-10-8.h5
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model-default-100-128.h5
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model-default-12-32-history.pickle
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model-default-12-32.h5
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model-default-13-32-history.pickle
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model-default-13-32.h5
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model-default-15-32-history.pickle
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model-default-15-32.h5
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model-default-19-32-history.pickle
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model-default-19-32.h5
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model-default-20-32-history.pickle
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model-default-20-32.h5
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model-default-30-32-history.pickle
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model-default-30-32.h5
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model-default-40-32-history.pickle
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model-default-40-32.h5
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model-default-46-32-history.pickle
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model-default-46-32.h5
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model-default-5-16-history.pickle
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model-default-5-16.h5
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model-default-50-32-history.pickle
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model-default-50-32.h5
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model-default-70-128-history.pickle
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model-default-70-128.h5
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plot.py
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predict.py
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prep.py
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tools.py
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train.py
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 2/source/__pycache__
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 3/source/data
loan_approvals.csv
37.12 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 3/source
predict.py
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prep.py
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train.py
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 3/source/__pycache__
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 4/source/data
transactions.csv
470.67 MB
urls.txt
74.00 B
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 4/source
prep.py
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train_test.py
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 4/source/__pycache__
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 5/source
conf.py
775.00 B
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 5/source/data
stock_prices.csv
177.81 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 5/source/data/training_charts
run-17_4_LSTM_60_mape.png
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run-17_4_LSTM_60_rmse.png
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run-6_4_LSTM_60_mape.png
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run-6_4_LSTM_60_rmse.png
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 5/source/data/training_logs
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run-70_2_LSTM_3.txt
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 5/source/models
model-default-1-1.h5
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model-default-10-1.h5
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On AI for Finance/Supplement/Section 5/source/__pycache__
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video5_4.mp4
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning
hands-onpythondeeplearning_video.docx
24.85 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 1
building_evaluating_neural_network.ipynb
47.24 KB
Churn_Modelling.csv
668.81 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 2
Feature exploration.ipynb
117.97 KB
NoShowAppointments.csv
10.24 MB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 3
create_csv.py
1.16 KB
Face_Recog.py
1.53 KB
haarcascade_face.xml
940.86 KB
Radhika.jpg
12.74 KB
screenshot.png
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test.jpg
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train_faces.csv
771.00 B
_gitignore.txt
2.13 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 4
face_datasets.py
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face_recognition.py
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haarcascade_frontalface_default.xml
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training.py
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_gitignore
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 5/kaggle_dogs_vs_cats
cat.3.jpg
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cat.4.jpg
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cat.5.jpg
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 5/output
simple_neural_network.hdf5
20.29 MB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 5
simple_neural_network.py
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Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 5/test_images
1.jpg
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10.jpg
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6.jpg
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9.jpg
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test_network.py
1.98 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 6
Appointments.csv
1.88 KB
Keras-lstm.py
3.07 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 7
glove.42B.300d.zipl_olro4f.tmp
5.10 MB
model.py
6.88 KB
prep_data.py
1.01 KB
requirements.txt
39.00 B
sample_data.zip
747.73 KB
test.py
1.78 KB
train.py
4.38 KB
utils.py
4.04 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/Section 8
encode-decode.py
2.20 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Hands-On Python Deep Learning/Supplement/summary.tar
summary.tar
307.10 MB
video1_1.mp4
4.54 MB
video1_2.mp4
44.19 MB
video1_3.mp4
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video1_4.mp4
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video2_1.mp4
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video2_4.mp4
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video3_1.mp4
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video8_1.mp4
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video8_3.mp4
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mathematicalfoundationforaiandmachinelearning_video.docx
19.00 KB
mathematicalfoundationforaiandmachinelearning_video.pdf
69.55 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Mathematical Foundation for AI and Machine Learning/Supplement/Section 2 Linear Algebra/Project 1 - Vectors, Matrices, and Tensors in Python
Unit 1 - Linear Algebra Quiz.pdf
67.41 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Mathematical Foundation for AI and Machine Learning/Supplement/Section 2 Linear Algebra
Thumbs.db
46.50 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Mathematical Foundation for AI and Machine Learning/Supplement/Section 3 Multivariate Calculus
Project 1 - Gradient Visualization (HTML Notebook).html
466.02 KB
Project 1 - Gradient Visualization (Jupyter Notebook).ipynb
215.74 KB
Thumbs.db
38.00 KB
Unit 2 Quiz Solutions.pdf
88.13 KB
Unit 2 Quiz.pdf
76.06 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Mathematical Foundation for AI and Machine Learning/Supplement/Section 4 Probability Theory
Project 1 - Graphing Probability Distributions.R
1.06 KB
Project 2 - Covariance Matrices.R
757.00 B
Thumbs.db
36.00 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Mathematical Foundation for AI and Machine Learning/Supplement/Section 5 Probaility Theory/Special Random Variables
Thumbs.db
22.00 KB
Unit 3 Quiz.pdf
60.11 KB
Unit 3 Solutions.pdf
80.05 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/Mathematical Foundation for AI and Machine Learning/Supplement/Section 5 Probaility Theory
Thumbs.db
9.00 KB
video1_1.mp4
8.46 MB
video2_1.mp4
52.54 MB
video2_2.mp4
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video2_3.mp4
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video2_4.mp4
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video2_6.mp4
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video3_1.mp4
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video4_3.mp4
33.67 MB
video4_4.mp4
47.17 MB
video4_5.mp4
36.91 MB
video5_1.mp4
43.56 MB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/The Complete Machine Learning Course with Python/Supplement
02 hello world.py
129.00 B
02-01-Hello World.ipynb
2.89 KB
02-02-Iris Project.ipynb
609.93 KB
03-01-Boston Housing Price Prediction.ipynb
2.01 MB
03-02-Multiple Regression.ipynb
176.35 KB
03-03-Gradient Descent.ipynb
84.09 KB
03-04-Regularized Regression.ipynb
153.93 KB
03-05-Polynomial Regression.ipynb
234.29 KB
03-06-Nonlinear Relationships.ipynb
141.95 KB
03-07-Data Pre-processing.ipynb
105.81 KB
03-08-Variance-Bias Tradeoff.ipynb
296.04 KB
03-09-Cross Validation.ipynb
15.18 KB
04-01-Logistic Regression.ipynb
38.24 KB
04-02-MNIST.ipynb
222.87 KB
05-Support Vector Machine.ipynb
352.91 KB
06-01-Tree.ipynb
215.56 KB
06-02-Project HR.ipynb
141.89 KB
07-01-Ensemble Methods 1 - Ensemble Learning Methods Introduction.ipynb
5.43 KB
07-02-Ensemble Methods 2 - Bagging Machine Learning Algorithm.ipynb
36.88 KB
07-03-Ensemble Methods 3 - Random Forest and Extra-Trees.ipynb
45.32 KB
07-04-Ensemble Methods 4 - AdaBoost & Gradient Boosting Machine.ipynb
41.60 KB
07-05-XGBoost Installation Instruction.ipynb
3.13 KB
07-06-XGBoost.ipynb
10.34 KB
07-07-Project HR Complete.ipynb
246.13 KB
07-08-Ensemble of Ensembles 1.ipynb
21.09 KB
07-09-Ensemble of Ensembles 2.ipynb
38.70 KB
08-01-k-Nearest Neighbor (KNN).ipynb
43.22 KB
08-02-Project Cancer Detection.ipynb
57.73 KB
09-01-Dimensionality Reduction.ipynb
6.38 KB
09-02-Principal Component Analysis (PCA).ipynb
109.43 KB
09-03-Project Wine.ipynb
40.62 KB
09-04-Kernel PCA.ipynb
151.38 KB
09-05-Linear Discriminant Analysis (LDA).ipynb
105.50 KB
09-06-Project Abalone.ipynb
28.65 KB
10-Clustering.ipynb
620.47 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/The Complete Machine Learning Course with Python/Supplement/data
abalone.data
187.38 KB
breast-cancer-wisconsin.data.csv
19.42 KB
housing.data
47.93 KB
iris.data
4.44 KB
Online Retail.xlsx
22.62 MB
WA_Fn-UseC_-HR-Employee-Attrition.csv
221.20 KB
wine.csv
11.06 KB
wine.data
10.53 KB
wine.names
2.96 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/The Complete Machine Learning Course with Python/Supplement/img
Bias.PNG
89.84 KB
confusion_matrix.jpg
51.46 KB
cross_validation.PNG
13.06 KB
Good.PNG
90.82 KB
holdout_method.PNG
16.29 KB
holdout_method_w_validation.PNG
25.70 KB
irises.png
227.72 KB
iris_petal_length_and_width.png
48.26 KB
Polynomial.png
23.28 KB
precision-recall.png
48.04 KB
precision.jpg
71.46 KB
pr_or_roc.png
161.50 KB
recall.jpg
73.60 KB
SVM 1.png
14.42 KB
SVM 2.png
17.15 KB
SVM 3.png
20.40 KB
SVM 4.png
38.59 KB
tnr_and_fpr.png
191.04 KB
Variance.PNG
92.99 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/The Complete Machine Learning Course with Python/Supplement/Notes
Confusion Matrix, Calculation of Precision, Recall and F1.xlsx
10.00 KB
housing.txt
2.03 KB
Machine Learning Project Checklist.pdf
120.65 KB
Machine Learning Project Checklist.pptx
142.52 KB
Setting up environment.txt
234.00 B
README.md
8.03 KB
requirements.txt
3.81 KB
Humble Bundle - Artificial Intelligence & Machine Learning by Packt/The Complete Machine Learning Course with Python
thecompletemachinelearningcoursewithpython_video.docx
24.59 KB
video10_1.mp4
5.91 MB
video10_2.mp4
27.51 MB
video10_3.mp4
33.69 MB
video10_4.mp4
64.66 MB
video10_5.mp4
82.15 MB
video10_6.mp4
53.32 MB
video10_7.mp4
23.53 MB
video10_8.mp4
24.33 MB
video10_9.mp4
37.71 MB
video1_1.mp4
16.14 MB
video2_1.mp4
79.03 MB
video2_2.mp4
23.72 MB
video2_3.mp4
69.12 MB
video2_4.mp4
11.17 MB
video2_5.mp4
55.45 MB
video2_6.mp4
59.06 MB
video3_1.mp4
16.59 MB
video3_10.mp4
55.56 MB
video3_11.mp4
72.58 MB
video3_12.mp4
78.39 MB
video3_13.mp4
59.12 MB
video3_14.mp4
41.15 MB
video3_15.mp4
29.75 MB
video3_16.mp4
53.83 MB
video3_17.mp4
91.60 MB
video3_18.mp4
81.68 MB
video3_19.mp4
58.97 MB
video3_2.mp4
44.72 MB
video3_20.mp4
72.29 MB
video3_3.mp4
79.27 MB
video3_4.mp4
78.55 MB
video3_5.mp4
34.36 MB
video3_6.mp4
52.80 MB
video3_7.mp4
56.48 MB
video3_8.mp4
75.89 MB
video3_9.mp4
75.27 MB
video4_1.mp4
16.96 MB
video4_2.mp4
50.10 MB
video4_3.mp4
64.06 MB
video4_4.mp4
53.36 MB
video4_5.mp4
40.79 MB
video4_6.mp4
53.37 MB
video4_7.mp4
73.17 MB
video4_8.mp4
65.30 MB
video4_9.mp4
36.74 MB
video5_1.mp4
9.72 MB
video5_2.mp4
81.51 MB
video5_3.mp4
43.67 MB
video5_4.mp4
60.23 MB
video5_5.mp4
48.90 MB
video5_6.mp4
27.74 MB
video5_7.mp4
19.75 MB
video6_1.mp4
4.41 MB
video6_10.mp4
12.76 MB
video6_2.mp4
29.41 MB
video6_3.mp4
13.31 MB
video6_4.mp4
39.19 MB
video6_5.mp4
28.23 MB
video6_6.mp4
22.99 MB
video6_7.mp4
38.59 MB
video6_8.mp4
9.54 MB
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40.47 MB
video7_1.mp4
4.06 MB
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60.57 MB
video7_11.mp4
40.25 MB
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32.44 MB
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23.95 MB
video7_3.mp4
42.72 MB
video7_4.mp4
27.84 MB
video7_5.mp4
31.64 MB
video7_6.mp4
15.78 MB
video7_7.mp4
30.19 MB
video7_8.mp4
33.40 MB
video7_9.mp4
39.65 MB
video8_1.mp4
3.26 MB
video8_2.mp4
12.20 MB
video8_3.mp4
15.84 MB
video8_4.mp4
10.84 MB
video8_5.mp4
37.95 MB
video8_6.mp4
33.99 MB
video9_1.mp4
2.66 MB
video9_2.mp4
21.82 MB
video9_3.mp4
31.68 MB
video9_4.mp4
11.24 MB
video9_5.mp4
34.28 MB
video9_6.mp4
13.85 MB
video9_7.mp4
28.33 MB
video9_8.mp4
11.86 MB
video9_9.mp4
12.83 MB