Python & TensorFlow Deep Dive into Machine Learning

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Files Included :

1 What is Machine Learning.mp4 (9.67 MB)
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2 Types of Machine Learning.mp4 (16.25 MB)
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3 Applications of Machine Learning.mp4 (11.81 MB)
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4 What is Deep Learning.mp4 (13.52 MB)
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1 What is TensorFlow.mp4 (16.35 MB)
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2 Installing and Setting up TensorFlow.mp4 (13.85 MB)
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3 TensorFlow Architecture.mp4 (24.59 MB)
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4 A refresher on APIs.mp4 (54.69 MB)
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5 TensorFlow APls.mp4 (14.65 MB)
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1 What is Supervised Learning.mp4 (10.91 MB)
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2 Linear Regression.mp4 (78.4 MB)
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3 Logistic Regression.mp4 (66.76 MB)
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4 Decision Trees.mp4 (45.37 MB)
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5 Random Forests.mp4 (47.88 MB)
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6 Support Vector Machines (SVMs).mp4 (36.78 MB)
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1 What is Unsupervised Learning.mp4 (27.08 MB)
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2 K-Means Clustering.mp4 (31.68 MB)
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3 Hierarchical Clustering.mp4 (29.72 MB)
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4 Principal Component Analysis (PCA).mp4 (23.3 MB)
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1 What are Neural Networks.mp4 (20.56 MB)
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2 Basic Neural Networks.mp4 (45.54 MB)
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3 Convolutional Neural Networks (CNNs).mp4 (33.63 MB)
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4 Recurrent Neural Networks (RNNs).mp4 (27.61 MB)
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5 Building Deep Neural Networks.mp4 (21.38 MB)
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1 Training and Testing Data.mp4 (22.49 MB)
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2 Model Evaluation Metrics.mp4 (27.86 MB)
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3 Overfitting and Underfitting.mp4 (43.5 MB)
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4 Hyperparameter Tuning.mp4 (21.43 MB)
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1 Saving and restoring models.mp4 (25.98 MB)
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2 Deploying TensorFlow models.mp4 (18.15 MB)
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3 Distributed TensorFlow.mp4 (25.69 MB)
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4 TensorBoard for visualization and debugging.mp4 (48.86 MB)
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1 ML Project Image classification Model.mp4 (35.83 MB)
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1 Conclusion.mp4 (17.11 MB)
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