1 Course content.mp4 (85.23 MB)
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2 CPU vs GPU.mp4 (50.25 MB)
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3 GPU and CUDA.mp4 (55.48 MB)
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4 RAPIDS.mp4 (55.48 MB)
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1 cuDF - intuition.mp4 (35.5 MB)
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10 User defined functions 1.mp4 (122.05 MB)
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11 User defined functions 2.mp4 (59.81 MB)
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12 User defined functions 3.mp4 (27.16 MB)
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13 Performance comparison 1.mp4 (52.17 MB)
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14 Performance comparison 2.mp4 (82.61 MB)
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15 Performance comparison 3.mp4 (45.02 MB)
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2 Installation.mp4 (82.05 MB)
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3 Pandas and cuDF.mp4 (33.26 MB)
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4 Basic commands 1.mp4 (47.51 MB)
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5 Basic commands 2.mp4 (47.66 MB)
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6 Basic commands 3.mp4 (62.24 MB)
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7 Basic commands 4.mp4 (74.08 MB)
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8 Integration with cuPy.mp4 (38.27 MB)
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9 Other data convertions.mp4 (45.42 MB)
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1 cuML - intution.mp4 (32.08 MB)
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2 Preparing the environment.mp4 (56.4 MB)
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3 Regression with scikit-learn.mp4 (57.04 MB)
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4 Regression with cuML.mp4 (67.15 MB)
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5 Ridge regression.mp4 (104.81 MB)
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6 Parameter tuning.mp4 (54.55 MB)
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7 Performance comparison 1.mp4 (57.76 MB)
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8 Performance comparison 2.mp4 (42.16 MB)
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1 Installations and libraries.mp4 (14.5 MB)
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10 Homework solution 2.mp4 (47.51 MB)
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2 Census dataset.mp4 (50.06 MB)
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3 Categorical features 1.mp4 (47.49 MB)
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4 Categorical features 2.mp4 (39.76 MB)
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5 Additional pre-processing.mp4 (50.15 MB)
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6 Logistic regression and kNN.mp4 (69.88 MB)
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7 Random Forest and SVM.mp4 (34.76 MB)
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9 Homework solution 1.mp4 (105.41 MB)
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1 DASK - intuition.mp4 (67.87 MB)
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2 Creating a local cluster.mp4 (57.43 MB)
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3 Arrays in distributed GPUs.mp4 (56.17 MB)
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4 DASK and cuDF.mp4 (47.89 MB)
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5 DASK and cuML 1.mp4 (93.3 MB)
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6 DASK and cuML 2.mp4 (69.03 MB)
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1 Final remarks.mp4 (7.72 MB)
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2 BONUS.mp4 (29.42 MB)
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