| 02 Scalable Machine Learning on Big Data using Apache Spark/01_week-1-introduction/01_course-introduction/02_what-is-big-data.mp4 | 49.11 MB |
| 02 Scalable Machine Learning on Big Data using Apache Spark/03_week-3-introduction-to-apache-sparkml/01_introduction-to-apache-sparkml/02_introduction-to-sparkml.mp4 | 47.95 MB |
| 01 Machine Learning with Python/06_final-project/01_final-project/02_optional-sharing-notebooks-on-watson-studio.mp4 | 22.31 MB |
| 01 Machine Learning with Python/03_classification/03_logistic-regression/02_logistic-regression-vs-linear-regression.mp4 | 21.73 MB |
| 01 Machine Learning with Python/03_classification/03_logistic-regression/03_logistic-regression-training.mp4 | 20.91 MB |
| 05 Building Deep Learning Models with TensorFlow/02_supervised-learning-models/01_convolutional-neural-networks/03_convolutional-neural-networks-cnns-architecture.mp4 | 20.08 MB |
| 02 Scalable Machine Learning on Big Data using Apache Spark/01_week-1-introduction/01_course-introduction/01_introduction-to-apache-spark-for-machine-learning-on-bigdata.mp4 | 19.96 MB |
| 01 Machine Learning with Python/02_regression/01_linear-regression/05_multiple-linear-regression.mp4 | 19.87 MB |
| 01 Machine Learning with Python/02_regression/01_linear-regression/02_simple-linear-regression.mp4 | 18.41 MB |
| 04 Deep Neural Networks with PyTorch/01_tensor-and-datasets/02_1-1-tensors-1d/01_1-1-tensors-1d.mp4 | 17.76 MB |
| 01 Machine Learning with Python/03_classification/02_decision-trees/02_building-decision-trees.mp4 | 15.63 MB |
| 02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/02_data-visualization-of-big-data/04_pca.mp4 | 14.82 MB |
| 01 Machine Learning with Python/04_clustering/01_k-means-clustering/02_intro-to-k-means.mp4 | 14.77 MB |
| 01 Machine Learning with Python/01_introduction-to-machine-learning/01_what-is-machine-leaning/02_introduction-to-machine-learning.mp4 | 14.02 MB |
| 04 Deep Neural Networks with PyTorch/05_logistic-regression-for-classification/04_5-3-logistic-regressioncross-entropy-loss/01_logistic-regression-cross-entropy-loss.mp4 | 13.92 MB |
| 01 Machine Learning with Python/03_classification/01_k-nearest-neighbours/02_k-nearest-neighbours.mp4 | 13.4 MB |
| 04 Deep Neural Networks with PyTorch/07_shallow-neural-networks/01_7-1-neural-networks-in-one-dimension/01_whats-a-neural-network.mp4 | 13.21 MB |
| 01 Machine Learning with Python/02_regression/01_linear-regression/03_model-evaluation-in-regression-models.mp4 | 13.18 MB |
| 04 Deep Neural Networks with PyTorch/01_tensor-and-datasets/03_1-2-two-dimensional-tensors/01_1-2-two-dimensional-tensors.mp4 | 13.13 MB |
| 01 Machine Learning with Python/03_classification/04_support-vector-machine/01_support-vector-machine.mp4 | 12.6 MB |
| 05 Building Deep Learning Models with TensorFlow/01_introduction/03_neural-networks-deep-learning-and-tensorflow/04_deep-neural-networks.mp4 | 12.57 MB |
| 02 Introduction to Deep Learning & Neural Networks with Keras/02_artificial-neural-networks/01_training-a-neural-network/02_backpropagation.mp4 | 12.54 MB |
| 01 Machine Learning with Python/04_clustering/01_k-means-clustering/01_intro-to-clustering.mp4 | 12.48 MB |
| 01 Machine Learning with Python/03_classification/03_logistic-regression/01_intro-to-logistic-regression.mp4 | 11.87 MB |
| 04 Deep Neural Networks with PyTorch/02_linear-regression/01_2-1-linear-regression-in-1d-prediction/01_2-1-linear-regression-prediction.mp4 | 11.66 MB |
| 04 Deep Neural Networks with PyTorch/05_logistic-regression-for-classification/01_5-0-linear-classier-and-logistic-regression/01_5-0-linear-classifiers.mp4 | 11.63 MB |
| 04 Deep Neural Networks with PyTorch/04_multiple-input-output-linear-regression/01_4-1-multiple-linear-regression-prediction/01_multiple-linear-regression-prediction.mp4 | 11.13 MB |
| 01 Machine Learning with Python/02_regression/02_non-linear-regression/01_non-linear-regression.mp4 | 11.08 MB |
| 04 Deep Neural Networks with PyTorch/09_convolutional-neural-network/01_9-1-convolution/01_9-1-convolution.mp4 | 11.05 MB |
| 01 Machine Learning with Python/04_clustering/03_density-based-clustering/01_dbscan.mp4 | 10.96 MB |
| 05 Building Deep Learning Models with TensorFlow/01_introduction/03_neural-networks-deep-learning-and-tensorflow/01_introduction-to-tensorflow.mp4 | 10.58 MB |
| 01 Machine Learning with Python/05_recommender-systems/01_content-based-recommendation-engines/03_collaborative-filtering.mp4 | 10.43 MB |
| 04 Deep Neural Networks with PyTorch/08_deep-networks/04_8-4-gradient-descent-with-momentum/01_8-4-gradient-descent-with-momentum.mp4 | 10.36 MB |
| 04 Deep Neural Networks with PyTorch/08_deep-networks/02_8-2-dropout/01_8-2-dropout.mp4 | 10.16 MB |
| 04 Deep Neural Networks with PyTorch/07_shallow-neural-networks/05_7-5-backpropagation/01_7-5-backpropagation.mp4 | 9.95 MB |
| 04 Deep Neural Networks with PyTorch/06_softmax-rergresstion/01_6-1-softmax-prediction/01_6-1-softmax.mp4 | 9.94 MB |
| 01 Machine Learning with Python/03_classification/01_k-nearest-neighbours/03_evaluation-metrics-in-classification.mp4 | 9.9 MB |
| 01 Machine Learning with Python/04_clustering/02_hierarchical-clustering/01_intro-to-hierarchical-clustering.mp4 | 9.9 MB |
| 04 Deep Neural Networks with PyTorch/01_tensor-and-datasets/05_1-4-simple-dataset/01_1-3-simple-dataset.mp4 | 9.85 MB |
| 04 Deep Neural Networks with PyTorch/08_deep-networks/05_8-5-batch-batch-normalization/01_batch-normalization.mp4 | 9.81 MB |
| 04 Deep Neural Networks with PyTorch/03_linear-regression-pytorch-way/01_3-1-stochastic-gradient-descent-and-the-data-loader/01_stochastic-gradient-descentaddsub.mp4 | 9.55 MB |
| 01 Machine Learning with Python/01_introduction-to-machine-learning/01_what-is-machine-leaning/04_supervised-vs-unsupervised.mp4 | 9.53 MB |
| 04 Deep Neural Networks with PyTorch/08_deep-networks/03_8-3-neural-network-initialization-weights/01_8-3-neural-network-initialization-weights.mp4 | 9.38 MB |
| 01 Machine Learning with Python/04_clustering/02_hierarchical-clustering/02_more-on-hierarchical-clustering.mp4 | 9.19 MB |
| 02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/01_experience-parallel-programming-on-apache-spark/01_averages.mp4 | 9.16 MB |
| 02 Scalable Machine Learning on Big Data using Apache Spark/01_week-1-introduction/02_understanding-how-apache-spark-works/04_functional-programming-basics.mp4 | 8.84 MB |
| 01 Machine Learning with Python/01_introduction-to-machine-learning/01_what-is-machine-leaning/03_python-for-machine-learning.mp4 | 8.78 MB |
| 02 Introduction to Deep Learning & Neural Networks with Keras/03_keras-and-deep-learning-libraries/02_regression-with-keras/01_regression-models-with-keras.mp4 | 8.76 MB |
| 02 Scalable Machine Learning on Big Data using Apache Spark/03_week-3-introduction-to-apache-sparkml/01_introduction-to-apache-sparkml/03_extract-transform-load.mp4 | 8.7 MB |
| 04 Deep Neural Networks with PyTorch/06_softmax-rergresstion/03_6-3-softmax-pytorch/01_softmax-pytorch.mp4 | 8.62 MB |