IBM AI Engineering Professional Certificate (2021)

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1.17 GB | 11min 36s | mp4 | 960X720 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :01 welcome.mp4 | Size: (6.92 MB)
FileName :02 introduction-to-machine-learning.mp4 | Size: (14.02 MB)
FileName :03 python-for-machine-learning.mp4 | Size: (8.78 MB)
FileName :04 supervised-vs-unsupervised.mp4 | Size: (9.53 MB)
FileName :01 introduction-to-regression.mp4 | Size: (6.99 MB)
FileName :02 simple-linear-regression.mp4 | Size: (18.41 MB)
FileName :03 model-evaluation-in-regression-models.mp4 | Size: (13.18 MB)
FileName :04 evaluation-metrics-in-regression-models.mp4 | Size: (4.6 MB)
FileName :05 multiple-linear-regression.mp4 | Size: (19.87 MB)
FileName :01 non-linear-regression.mp4 | Size: (11.08 MB)
FileName :01 introduction-to-classification.mp4 | Size: (6.27 MB)
FileName :02 k-nearest-neighbours.mp4 | Size: (13.4 MB)
FileName :03 evaluation-metrics-in-classification.mp4 | Size: (9.9 MB)
FileName :01 introduction-to-decision-trees.mp4 | Size: (6.04 MB)
FileName :02 building-decision-trees.mp4 | Size: (15.63 MB)
FileName :01 intro-to-logistic-regression.mp4 | Size: (11.87 MB)
FileName :02 logistic-regression-vs-linear-regression.mp4 | Size: (21.73 MB)
FileName :03 logistic-regression-training.mp4 | Size: (20.91 MB)
FileName :01 support-vector-machine.mp4 | Size: (12.6 MB)
FileName :01 intro-to-clustering.mp4 | Size: (12.48 MB)
FileName :02 intro-to-k-means.mp4 | Size: (14.77 MB)
FileName :03 more-on-k-means.mp4 | Size: (5.4 MB)
FileName :01 intro-to-hierarchical-clustering.mp4 | Size: (9.9 MB)
FileName :02 more-on-hierarchical-clustering.mp4 | Size: (9.19 MB)
FileName :01 dbscan.mp4 | Size: (10.96 MB)
FileName :01 intro-to-recommender-systems.mp4 | Size: (7.1 MB)
FileName :02 content-based-recommender-systems.mp4 | Size: (8.13 MB)
FileName :03 collaborative-filtering.mp4 | Size: (10.43 MB)
FileName :01 optional-signing-up-for-a-watson-studio-account.mp4 | Size: (8.42 MB)
FileName :02 optional-sharing-notebooks-on-watson-studio.mp4 | Size: (22.31 MB)
FileName :01 welcome.mp4 | Size: (3.87 MB)
FileName :01 introduction-to-deep-learning.mp4 | Size: (6.36 MB)
FileName :01 neurons-and-neural-networks.mp4 | Size: (5.06 MB)
FileName :02 artificial-neural-networks.mp4 | Size: (7.07 MB)
FileName :01 gradient-descent.mp4 | Size: (7.19 MB)
FileName :02 backpropagation.mp4 | Size: (12.54 MB)
FileName :03 vanishing-gradient.mp4 | Size: (2.58 MB)
FileName :04 activation-functions.mp4 | Size: (6.67 MB)
FileName :01 deep-learning-libraries.mp4 | Size: (5.05 MB)
FileName :01 regression-models-with-keras.mp4 | Size: (8.76 MB)
FileName :01 classification-models-with-keras.mp4 | Size: (8.09 MB)
FileName :01 shallow-versus-deep-neural-networks.mp4 | Size: (4.25 MB)
FileName :01 convolutional-neural-networks.mp4 | Size: (8.36 MB)
FileName :02 recurrent-neural-networks.mp4 | Size: (3.68 MB)
FileName :01 autoencoders.mp4 | Size: (3.88 MB)
FileName :01 summary.mp4 | Size: (2.21 MB)
FileName :01 introduction-to-apache-spark-for-machine-learning-on-bigdata.mp4 | Size: (19.96 MB)
FileName :02 what-is-big-data.mp4 | Size: (49.11 MB)
FileName :01 data-storage-solutions.mp4 | Size: (7.75 MB)
FileName :02 parallel-data-processing-strategies-of-apache-spark.mp4 | Size: (10.07 MB)
FileName :04 functional-programming-basics.mp4 | Size: (8.84 MB)
FileName :06 resilient-distributed-dataset-and-dataframes-apachesparksql.mp4 | Size: (11.57 MB)
FileName :01 averages.mp4 | Size: (9.16 MB)
FileName :02 standard-deviation.mp4 | Size: (5.82 MB)
FileName :03 skewness.mp4 | Size: (6.75 MB)
FileName :04 kurtosis.mp4 | Size: (4.22 MB)
FileName :03 dimensionality-reduction.mp4 | Size: (6.95 MB)
FileName :04 pca.mp4 | Size: (14.82 MB)
FileName :01 how-ml-pipelines-work.mp4 | Size: (6.07 MB)
FileName :02 introduction-to-sparkml.mp4 | Size: (47.95 MB)
FileName :03 extract-transform-load.mp4 | Size: (8.7 MB)
FileName :01 introduction-to-clustering-k-means.mp4 | Size: (6.85 MB)
FileName :02 using-k-means-in-apache-sparkml.mp4 | Size: (4.94 MB)
FileName :01 linear-regression.mp4 | Size: (8.53 MB)
FileName :03 logistic-regression.mp4 | Size: (3.33 MB)
FileName :01 1-0-overview-of-tensors.mp4 | Size: (4.77 MB)
FileName :01 1-1-tensors-1d.mp4 | Size: (17.76 MB)
FileName :01 1-2-two-dimensional-tensors.mp4 | Size: (13.13 MB)
FileName :01 differentiation-in-pytorch.mp4 | Size: (7.22 MB)
FileName :01 1-3-simple-dataset.mp4 | Size: (9.85 MB)
FileName :01 1-5-dataset.mp4 | Size: (5.58 MB)
FileName :01 2-1-linear-regression-prediction.mp4 | Size: (11.66 MB)
FileName :01 2-1-linear-regression-training.mp4 | Size: (4.68 MB)
FileName :02 loss.mp4 | Size: (4.97 MB)
FileName :01 gradient-descent.mp4 | Size: (6.25 MB)
FileName :02 cost.mp4 | Size: (4.32 MB)
FileName :01 linear-regression-pytoch.mp4 | Size: (6.78 MB)
FileName :01 pytorch-linear-regression-training-slope-and-bias.mp4 | Size: (8.44 MB)
FileName :01 stochastic-gradient-descentaddsub.mp4 | Size: (9.55 MB)
FileName :01 mini-batch-gradient-descent.mp4 | Size: (5.14 MB)
FileName :01 optimization-in-pytorch.mp4 | Size: (4.1 MB)
FileName :01 training-validation-and-test-split.mp4 | Size: (5.84 MB)
FileName :02 training-validation-and-test-split-pytorch.mp4 | Size: (4.97 MB)
FileName :01 multiple-linear-regression-prediction.mp4 | Size: (11.13 MB)
FileName :02 multiple-linear-regression-training.mp4 | Size: (3.71 MB)
FileName :01 linear-regression-multiple-outputs.mp4 | Size: (7.4 MB)
FileName :02 multiple-output-linear-regression-training.mp4 | Size: (2.1 MB)
FileName :01 5-0-linear-classifiers.mp4 | Size: (11.63 MB)
FileName :01 5-1-logistic-regression-prediction.mp4 | Size: (8.27 MB)
FileName :01 logistic-regression-cross-entropy-loss.mp4 | Size: (13.92 MB)
FileName :01 6-1-softmax.mp4 | Size: (9.94 MB)
FileName :01 6-2-softmax-function-using-lines-to-classify-data.mp4 | Size: (5.12 MB)
FileName :01 softmax-pytorch.mp4 | Size: (8.62 MB)
FileName :01 whats-a-neural-network.mp4 | Size: (13.21 MB)
FileName :01 more-hidden-neurons.mp4 | Size: (4.2 MB)
FileName :01 neural-networks-with-multiple-dimensional-input.mp4 | Size: (7.51 MB)
FileName :01 7-4-multi-class-neural-networks.mp4 | Size: (8.46 MB)
FileName :01 7-5-backpropagation.mp4 | Size: (9.95 MB)
FileName :01 7-5-activation-functions.mp4 | Size: (5.57 MB)
FileName :01 8-1-1-deep-neural-networks.mp4 | Size: (7.52 MB)
FileName :02 8-1-2-deeper-neural-networks-nn-modulelist.mp4 | Size: (5.04 MB)
FileName :01 8-2-dropout.mp4 | Size: (10.16 MB)
FileName :01 8-3-neural-network-initialization-weights.mp4 | Size: (9.38 MB)
FileName :01 8-4-gradient-descent-with-momentum.mp4 | Size: (10.36 MB)
FileName :01 batch-normalization.mp4 | Size: (9.81 MB)
FileName :01 9-1-convolution.mp4 | Size: (11.05 MB)
FileName :01 9-2-activation-functions-and-max-polling.mp4 | Size: (4.8 MB)
FileName :01 9-3-multiple-input-and-output-channels.mp4 | Size: (8.55 MB)
FileName :01 9-4-1-convolutional-neural-network.mp4 | Size: (8.41 MB)
FileName :02 9-4-2-convolutional-neural-network.mp4 | Size: (4.01 MB)
FileName :03 gpu-in-pytorch.mp4 | Size: (3.73 MB)
FileName :01 torch-vision-models.mp4 | Size: (3.99 MB)
FileName :01 welcome.mp4 | Size: (2.47 MB)
FileName :01 introduction-to-tensorflow.mp4 | Size: (10.58 MB)
FileName :02 tensorflow-2-x-and-eager-execution.mp4 | Size: (6.55 MB)
FileName :03 introduction-to-deep-learning.mp4 | Size: (2.98 MB)
FileName :04 deep-neural-networks.mp4 | Size: (12.57 MB)
FileName :01 introduction-to-convolutional-neural-networks-cnns.mp4 | Size: (5.12 MB)
FileName :02 convolutional-neural-networks-cnns-for-classification.mp4 | Size: (6.01 MB)
FileName :03 convolutional-neural-networks-cnns-architecture.mp4 | Size: (20.08 MB)
FileName :01 the-sequential-problem.mp4 | Size: (4.5 MB)
FileName :02 recurrent-neural-networks-rnns.mp4 | Size: (7.82 MB)
FileName :03 the-long-short-term-memory-lstm-model.mp4 | Size: (5.57 MB)
FileName :04 language-modelling.mp4 | Size: (8.12 MB)
FileName :01 introduction-to-restricted-boltzmann-machines.mp4 | Size: (4.65 MB)
FileName :02 restricted-boltzmann-machines-rbms.mp4 | Size: (5.94 MB)
FileName :01 introduction-to-autoencoders.mp4 | Size: (8.01 MB)
FileName :02 autoencoders.mp4 | Size: (6.68 MB)
FileName :01 introduction.mp4 | Size: (3.96 MB)
FileName :01 choose-one-library-only-pytorch-or-keras.mp4 | Size: (836 KB)
FileName :01 1-0-loading-data.mp4 | Size: (1.62 MB)
FileName :01 keras-stream.mp4 | Size: (3.58 MB)
FileName :01 2-0-data-preparation-with-pytorch.mp4 | Size: (2.43 MB)
FileName :01 linear-classifier-pytorch-review.mp4 | Size: (2.45 MB)
FileName :01 pre-trained-models-with-resnet-18-review-pytorch.mp4 | Size: (3.99 MB)]
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