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Packt Publishing - Deep Dive into Python Machine Learning

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Packt Publishing - Deep Dive into Python Machine Learning/Project_Files/Python Machine Learning Solutions [Video].zip 57.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/Project_Files/Deep Learning with Python [Video].zip 591 KB
Packt Publishing - Deep Dive into Python Machine Learning/Project_Files/Mastering Python - Second Edition [Video].zip 36 KB
Packt Publishing - Deep Dive into Python Machine Learning/Project_Files/Data Mining with Python- Implementing Classification and Regression.zip 17 KB
Packt Publishing - Deep Dive into Python Machine Learning/71 - Logistic Regression Model Implementation.mp4 47.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/25 - Using concurrent.futures.mp4 46.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/23 - Executing Other Programs with Subprocess.mp4 45.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/67 - Regression Model Implementation to Predict Television Show Viewers.mp4 40.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/18 - Getting the Most Out of docstrings 1 - PEP 257 and docutils.mp4 38.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/72 - K – Nearest Neighbor Classifier Implementation.mp4 38.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/66 - Basic Regression Model Implementation to Predict House Prices.mp4 35.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/172 - Deep Learning Hello World! Classifying the MNIST Data.mp4 34.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/45 - Using the Reactive Extensions for Python (RxPY).mp4 33.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/175 - Optimizing a Simple Model in Pure Theano.mp4 33.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/181 - Reusing Pre-trained Models in New Applications.mp4 31.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/05 - Extensive Standard Library.mp4 31.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/185 - Recurrent Networks –Training a Sentiment Analysis Model for Text.mp4 29.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/51 - Interfacing with C Code Using Cython.mp4 27.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/73 - Preprocessing Data Using Different Techniques.mp4 26.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/178 - Convolutional and Pooling Layers.mp4 25.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/183 - Recurrent Layers.mp4 24.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/47 - Building a High-Level Microservice with Flask.mp4 24.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/176 - Keras Behind the Scenes.mp4 24.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/15 - PEP 8 and Writing Readable Code.mp4 23.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/180 - Loading Pre-trained Models with Theano.mp4 23.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/88 - Evaluating Cars based on Their Characteristics.mp4 23.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/02 - Python Basic Syntax and Block Structure.mp4 22.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/26 - Using Multiprocessing.mp4 21.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/177 - Fully Connected or Dense Layers.mp4 21.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/10 - Finding Packages in the Python Package Index.mp4 21.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/187 - Captioning TensorFlow – Google's Machine Learning Library.mp4 21.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/171 - Open Source Libraries for Deep Learning.mp4 21.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/186 - Bonus Challenge – Automatic Image Captioning.mp4 21.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/06 - New in Python 3.5.mp4 21 MB
Packt Publishing - Deep Dive into Python Machine Learning/153 - Building a Face Recognizer Using a Local Binary Patterns Histogram.mp4 20.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/179 - Large Scale Datasets, ImageNet, and Very Deep Neural Networks.mp4 20.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/92 - Building a Linear Classifier Using Support Vector Machine.mp4 20.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/83 - Building a Logistic Regression Classifier.mp4 20.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/144 - Creating Features Using Visual Codebook and Vector Quantization.mp4 20 MB
Packt Publishing - Deep Dive into Python Machine Learning/110 - Constructing a k-nearest Neighbors Classifier.mp4 19.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/124 - Identifying Patterns in Text Using Topic Modelling.mp4 19.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/75 - Building a Linear Regressor.mp4 19.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/37 - Descriptors.mp4 19.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/182 - Theano for Loops – the scan Module.mp4 19.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/174 - Understanding Deep Learning with Theano.mp4 19.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/137 - Building Conditional Random Fields for Sequential Text Data.mp4 19.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/81 - Estimating bicycle demand distribution.mp4 18 MB
Packt Publishing - Deep Dive into Python Machine Learning/121 - Building a Text Classifier.mp4 18 MB
Packt Publishing - Deep Dive into Python Machine Learning/169 - The Course Overview.mp4 17.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/03 - Built-in Data Structures and Comprehensions.mp4 17.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/136 - Building Hidden Markov Models for Sequential Data.mp4 17.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/76 - Regression Accuracy and Model Persistence.mp4 17.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/27 - Understanding Why This Isn't Like Parallel Processing.mp4 17.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/39 - Using the unittest Package.mp4 17.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/97 - Building an Event Predictor.mp4 17 MB
Packt Publishing - Deep Dive into Python Machine Learning/79 - Estimating housing prices.mp4 16.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/142 - Detecting Corners and SIFT Feature Points.mp4 16.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/16 - Using Version Control.mp4 16.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/100 - Compressing an Image Using Vector Quantization.mp4 16.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/139 - Operating on Images Using OpenCV-Python.mp4 16.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/87 - Visualizing the Confusion Matrix and Extracting the Performance Report.mp4 15.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/07 - Downloading and Installing Python.mp4 15.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/108 - Building Machine Learning Pipelines.mp4 15.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/91 - Extracting the Income Bracket.mp4 15 MB
Packt Publishing - Deep Dive into Python Machine Learning/59 - Installing the pandas Library.mp4 15 MB
Packt Publishing - Deep Dive into Python Machine Learning/104 - Automatically Estimating the Number of Clusters Using DBSCAN.mp4 14.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/01 - The Course Overview.mp4 14.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/50 - Accessing a Dynamic Library Using ctypes.mp4 14.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/44 - Building a Simple Reactive Programming Framework.mp4 14.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/123 - Analyzing the Sentiment of a Sentence.mp4 14.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/54 - Data Mining Basic Concepts and Applications.mp4 14.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/89 - Extracting Validation Curves.mp4 14.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/64 - Linear Regression Basic Model Approach.mp4 14 MB
Packt Publishing - Deep Dive into Python Machine Learning/107 - Building Function Composition for Data Processing.mp4 13.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/140 - Detecting Edges.mp4 13.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/33 - Function Annotations.mp4 13.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/102 - Grouping Data Using Agglomerative Clustering.mp4 13.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/99 - Clustering Data Using the k-means Algorithm.mp4 13.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/28 - Using the asyncio Event Loop and Coroutine Scheduler.mp4 13.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/30 - Synchronizing Multiple Tasks.mp4 13.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/94 - Tackling Class Imbalance.mp4 13.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/132 - Transforming Data into the Time Series Format.mp4 13.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/32 - Using Function Decorators.mp4 13 MB
Packt Publishing - Deep Dive into Python Machine Learning/131 - Building a Speech Recognizer.mp4 12.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/48 - Building a Low-Level Microservice with nameko.mp4 12.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/103 - Evaluating the Performance of Clustering Algorithms.mp4 12.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/116 - Preprocessing Data Using Tokenization.mp4 12.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/04 - First-Class Functions and Classes.mp4 12.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/77 - Building a Ridge Regressor.mp4 12.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/21 - Handling Command-Line Arguments with argparse.mp4 12.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/82 - Building a Simple Classifier.mp4 12.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/95 - Extracting Confidence Measurements.mp4 12 MB
Packt Publishing - Deep Dive into Python Machine Learning/60 - Installing Matplotlib.mp4 12 MB
Packt Publishing - Deep Dive into Python Machine Learning/138 - Analyzing Stock Market Data with Hidden Markov Models.mp4 11.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/120 - Building a Bag-of-Words Model.mp4 11.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/11 - Creating an Empty Package.mp4 11.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/141 - Histogram Equalization.mp4 11.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/34 - Class Decorators.mp4 11.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/78 - Building a Polynomial Regressor.mp4 11.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/145 - Training an Image Classifier Using Extremely Random Forests.mp4 11.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/36 - Context Managers.mp4 11.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/105 - Finding Patterns in Stock Market Data.mp4 11.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/31 - Communicating Across the Network.mp4 11.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/101 - Building a Mean Shift Clustering.mp4 11.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/09 - Installing Packages with pip.mp4 11 MB
Packt Publishing - Deep Dive into Python Machine Learning/148 - Building a Face Detector using Haar Cascades.mp4 11 MB
Packt Publishing - Deep Dive into Python Machine Learning/42 - Using Nose for Unified Test Discover and Reporting.mp4 11 MB
Packt Publishing - Deep Dive into Python Machine Learning/98 - Estimating Traffic.mp4 10.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/135 - Extracting Statistics from Time Series.mp4 10.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/40 - Using unittest.mock.mp4 10.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/74 - Label Encoding.mp4 10.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/49 - Advantages and Disadvantages of Compiled Code.mp4 10.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/96 - Finding Optimal Hyper-Parameters.mp4 10.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/160 - Building an Optical Character Recognizer Using Neural Networks.mp4 10.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/115 - Generating Movie Recommendations.mp4 10.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/158 - Building a Recurrent Neural Network for Sequential Data Analysis.mp4 10.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/152 - Performing Blind Source Separation.mp4 10 MB
Packt Publishing - Deep Dive into Python Machine Learning/122 - Identifying the Gender.mp4 10 MB
Packt Publishing - Deep Dive into Python Machine Learning/35 - Metaclasses.mp4 9.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/128 - Synthesizing Music.mp4 9.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/106 - Building a Customer Segmentation Model.mp4 9.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/111 - Constructing a k-nearest Neighbors Regressor.mp4 9.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/41 - Using unittest's Test Discovery.mp4 9.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/52 - The Course Overview.mp4 9.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/130 - Building Hidden Markov Models.mp4 9.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/56 - Basics of Python.mp4 9.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/163 - Animating Bubble Plots.mp4 9.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/70 - Support Vector Machine.mp4 9.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/125 - Reading and Plotting Audio Data.mp4 9.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/126 - Transforming Audio Signals into the Frequency Domain.mp4 9.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/173 - Introduction to Backpropagation.mp4 9.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/13 - Importing One of the Package's Modules from Another.mp4 9.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/112 - Computing the Euclidean Distance Score.mp4 9.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/154 - Building a Perceptron.mp4 9.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/62 - Data Cleaning.mp4 9.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/20 - Making a Package Executable via python -m.mp4 9.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/156 - Building a deep neural network.mp4 9.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/65 - Evaluating Regression Models.mp4 9.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/69 - K – Nearest Neighbors Classifier.mp4 8.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/58 - Installing the Numpy Library.mp4 8.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/117 - Stemming Text Data.mp4 8.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/84 - Building a Naive Bayes’ Classifier.mp4 8.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/22 - Interacting with the User.mp4 8.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/53 - Brief Introduction to Data Mining.mp4 8.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/38 - Understanding the Principles of Unit Testing.mp4 8.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/151 - Performing Kernel Principal Component Analysis.mp4 8.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/63 - Data Preprocessing Techniques.mp4 8.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/157 - Creating a Vector Quantizer.mp4 8.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/113 - Computing the Pearson Correlation Score.mp4 8.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/118 - Converting Text to Its Base Form Using Lemmatization.mp4 8.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/149 - Building Eye and Nose Detectors.mp4 8.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/86 - Evaluating the Accuracy Using Cross-Validation.mp4 8.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/46 - Microservices and the Advantages of Process Isolation.mp4 8.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/17 - Using venv to Create a Stable and Isolated Work Area.mp4 8.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/129 - Extracting Frequency Domain Features.mp4 8.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/109 - Finding the Nearest Neighbors.mp4 8.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/161 - Plotting 3D Scatter plots.mp4 8 MB
Packt Publishing - Deep Dive into Python Machine Learning/93 - Building Nonlinear Classifier Using SVMs.mp4 8 MB
Packt Publishing - Deep Dive into Python Machine Learning/12 - Adding Modules to the Package.mp4 8 MB
Packt Publishing - Deep Dive into Python Machine Learning/150 - Performing Principal Component Analysis.mp4 8 MB
Packt Publishing - Deep Dive into Python Machine Learning/146 - Building an object recognizer.mp4 7.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/127 - Generating Audio Signals with Custom Parameters.mp4 7.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/80 - Computing relative importance of features.mp4 7.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/19 - Getting the Most Out of docstrings 2 - doctest.mp4 7.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/119 - Dividing Text Using Chunking.mp4 7.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/170 - What Is Deep Learning.mp4 7.4 MB
Packt Publishing - Deep Dive into Python Machine Learning/143 - Building a Star Feature Detector.mp4 7.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/90 - Extracting Learning Curves.mp4 7.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/08 - Using the Command-Line and the Interactive Shell.mp4 7.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/147 - Capturing and Processing Video from a Webcam.mp4 7 MB
Packt Publishing - Deep Dive into Python Machine Learning/68 - Logistic Regression.mp4 6.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/114 - Finding Similar Users in a Dataset.mp4 6.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/134 - Operating on Time Series Data.mp4 6.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/168 - Animating Dynamic Signals.mp4 6.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/29 - Waiting for Data to Become Available.mp4 6.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/184 - Recurrent Versus Convolutional Layers.mp4 6.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/85 - Splitting the Dataset for Training and Testing.mp4 6.1 MB
Packt Publishing - Deep Dive into Python Machine Learning/165 - Plotting Date-Formatted Time Series Data.mp4 6 MB
Packt Publishing - Deep Dive into Python Machine Learning/155 - Building a Single-Layer Neural Network.mp4 5.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/164 - Drawing Pie Charts.mp4 5.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/133 - Slicing Time Series Data.mp4 5.3 MB
Packt Publishing - Deep Dive into Python Machine Learning/55 - Why Python.mp4 5.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/159 - Visualizing the Characters in an Optical Character Recognition Database.mp4 5.2 MB
Packt Publishing - Deep Dive into Python Machine Learning/43 - What Does Reactive Programming Mean.mp4 4.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/24 - Using Shell Scripts or Batch Files to Run Our Programs.mp4 4.6 MB
Packt Publishing - Deep Dive into Python Machine Learning/14 - Adding Static Data Files to the Package.mp4 4.5 MB
Packt Publishing - Deep Dive into Python Machine Learning/167 - Visualizing Heat Maps.mp4 4 MB
Packt Publishing - Deep Dive into Python Machine Learning/57 - Installing IPython.mp4 3.9 MB
Packt Publishing - Deep Dive into Python Machine Learning/61 - Installing scikit-learn.mp4 3.8 MB
Packt Publishing - Deep Dive into Python Machine Learning/166 - Plotting Histograms.mp4 3.7 MB
Packt Publishing - Deep Dive into Python Machine Learning/162 - Plotting Bubble Plots.mp4 3.7 MB
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