Time Series Analysis, Forecasting, and Machine Learning
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Time Series Analysis, Forecasting, and Machine Learning Python for LSTMs, ARIMA, Deep Learning, AI, Support Vector Regression, +More Applied to Time Series Forecasting Udemy Link - https://www.udemy.com/course/time-series-analysis/ Please seed as much as you can!
| 01 Welcome/001 Introduction and Outline.en.srt | 7.78 KiB |
| 01 Welcome/001 Introduction and Outline.mp4 | 30.69 MiB |
| 01 Welcome/002 Where to Get the Code.en.srt | 16.03 KiB |
| 01 Welcome/002 Where to Get the Code.mp4 | 61.97 MiB |
| 01 Welcome/003 Warmup (Optional).en.srt | 6.28 KiB |
| 01 Welcome/003 Warmup (Optional).mp4 | 23.16 MiB |
| 01 Welcome/external-assets-links.txt | 8 B |
| 02 Time Series Basics/001 Time Series Basics Section Introduction.en.srt | 6.08 KiB |
| 02 Time Series Basics/001 Time Series Basics Section Introduction.mp4 | 17.46 MiB |
| 02 Time Series Basics/002 What is a Time Series_.en.srt | 6.57 KiB |
| 02 Time Series Basics/002 What is a Time Series_.mp4 | 32.24 MiB |
| 02 Time Series Basics/003 Modeling vs. Predicting.en.srt | 3.41 KiB |
| 02 Time Series Basics/003 Modeling vs. Predicting.mp4 | 13.48 MiB |
| 02 Time Series Basics/004 Why Do We Care About Shapes_.en.srt | 7.94 KiB |
| 02 Time Series Basics/004 Why Do We Care About Shapes_.mp4 | 29.48 MiB |
| 02 Time Series Basics/005 Types of Tasks.en.srt | 9.24 KiB |
| 02 Time Series Basics/005 Types of Tasks.mp4 | 23.55 MiB |
| 02 Time Series Basics/006 Power, Log, and Box-Cox Transformations.en.srt | 8.41 KiB |
| 02 Time Series Basics/006 Power, Log, and Box-Cox Transformations.mp4 | 32.63 MiB |
| 02 Time Series Basics/007 Power, Log, and Box-Cox Transformations in Code.en.srt | 7.07 KiB |
| 02 Time Series Basics/007 Power, Log, and Box-Cox Transformations in Code.mp4 | 33.29 MiB |
| 02 Time Series Basics/008 Forecasting Metrics.en.srt | 15.8 KiB |
| 02 Time Series Basics/008 Forecasting Metrics.mp4 | 43.71 MiB |
| 02 Time Series Basics/009 Financial Time Series Primer.en.srt | 15.56 KiB |
| 02 Time Series Basics/009 Financial Time Series Primer.mp4 | 44.86 MiB |
| 02 Time Series Basics/010 Price Simulations in Code.en.srt | 3.54 KiB |
| 02 Time Series Basics/010 Price Simulations in Code.mp4 | 18.28 MiB |
| 02 Time Series Basics/011 Random Walks and the Random Walk Hypothesis.en.srt | 20.09 KiB |
| 02 Time Series Basics/011 Random Walks and the Random Walk Hypothesis.mp4 | 68.11 MiB |
| 02 Time Series Basics/012 The Naive Forecast and the Importance of Baselines.en.srt | 9.57 KiB |
| 02 Time Series Basics/012 The Naive Forecast and the Importance of Baselines.mp4 | 30.11 MiB |
| 02 Time Series Basics/013 Naive Forecast and Forecasting Metrics in Code.en.srt | 8.58 KiB |
| 02 Time Series Basics/013 Naive Forecast and Forecasting Metrics in Code.mp4 | 41.47 MiB |
| 02 Time Series Basics/014 Time Series Basics Section Summary.en.srt | 4.49 KiB |
| 02 Time Series Basics/014 Time Series Basics Section Summary.mp4 | 12.13 MiB |
| 02 Time Series Basics/015 Suggestion Box.en.srt | 4.85 KiB |
| 02 Time Series Basics/015 Suggestion Box.mp4 | 16.12 MiB |
| 03 Exponential Smoothing and ETS Methods/001 Exponential Smoothing Section Introduction.en.srt | 4.01 KiB |
| 03 Exponential Smoothing and ETS Methods/001 Exponential Smoothing Section Introduction.mp4 | 13.56 MiB |
| 03 Exponential Smoothing and ETS Methods/002 Exponential Smoothing Intuition for Beginners.en.srt | 7.5 KiB |
| 03 Exponential Smoothing and ETS Methods/002 Exponential Smoothing Intuition for Beginners.mp4 | 23.91 MiB |
| 03 Exponential Smoothing and ETS Methods/003 SMA Theory.en.srt | 5.03 KiB |
| 03 Exponential Smoothing and ETS Methods/003 SMA Theory.mp4 | 15.24 MiB |
| 03 Exponential Smoothing and ETS Methods/004 SMA Code.en.srt | 9.84 KiB |
| 03 Exponential Smoothing and ETS Methods/004 SMA Code.mp4 | 53.57 MiB |
| 03 Exponential Smoothing and ETS Methods/005 EWMA Theory.en.srt | 15.14 KiB |
| 03 Exponential Smoothing and ETS Methods/005 EWMA Theory.mp4 | 35.83 MiB |
| 03 Exponential Smoothing and ETS Methods/006 EWMA Code.en.srt | 9.93 KiB |
| 03 Exponential Smoothing and ETS Methods/006 EWMA Code.mp4 | 39.41 MiB |
| 03 Exponential Smoothing and ETS Methods/007 SES Theory.en.srt | 14.35 KiB |
| 03 Exponential Smoothing and ETS Methods/007 SES Theory.mp4 | 35.57 MiB |
| 03 Exponential Smoothing and ETS Methods/008 SES Code.en.srt | 15.09 KiB |
| 03 Exponential Smoothing and ETS Methods/008 SES Code.mp4 | 69.54 MiB |
| 03 Exponential Smoothing and ETS Methods/009 Holt's Linear Trend Model (Theory).en.srt | 10.45 KiB |
| 03 Exponential Smoothing and ETS Methods/009 Holt's Linear Trend Model (Theory).mp4 | 33.2 MiB |
| 03 Exponential Smoothing and ETS Methods/010 Holt's Linear Trend Model (Code).en.srt | 3.57 KiB |
| 03 Exponential Smoothing and ETS Methods/010 Holt's Linear Trend Model (Code).mp4 | 19.05 MiB |
| 03 Exponential Smoothing and ETS Methods/011 Holt-Winters (Theory).en.srt | 15.55 KiB |
| 03 Exponential Smoothing and ETS Methods/011 Holt-Winters (Theory).mp4 | 47.55 MiB |
| 03 Exponential Smoothing and ETS Methods/012 Holt-Winters (Code).en.srt | 9.92 KiB |
| 03 Exponential Smoothing and ETS Methods/012 Holt-Winters (Code).mp4 | 49.8 MiB |
| 03 Exponential Smoothing and ETS Methods/013 Walk-Forward Validation.en.srt | 12.78 KiB |
| 03 Exponential Smoothing and ETS Methods/013 Walk-Forward Validation.mp4 | 44.31 MiB |
| 03 Exponential Smoothing and ETS Methods/014 Walk-Forward Validation in Code.en.srt | 10.41 KiB |
| 03 Exponential Smoothing and ETS Methods/014 Walk-Forward Validation in Code.mp4 | 60.25 MiB |
| 03 Exponential Smoothing and ETS Methods/015 Application_ Sales Data.en.srt | 5.4 KiB |
| 03 Exponential Smoothing and ETS Methods/015 Application_ Sales Data.mp4 | 29.44 MiB |
| 03 Exponential Smoothing and ETS Methods/016 Application_ Stock Predictions.en.srt | 6.56 KiB |
| 03 Exponential Smoothing and ETS Methods/016 Application_ Stock Predictions.mp4 | 40.51 MiB |
| 03 Exponential Smoothing and ETS Methods/017 SMA Application_ COVID-19 Counting.en.srt | 4.37 KiB |
| 03 Exponential Smoothing and ETS Methods/017 SMA Application_ COVID-19 Counting.mp4 | 19.37 MiB |
| 03 Exponential Smoothing and ETS Methods/018 SMA Application_ Algorithmic Trading.en.srt | 2.96 KiB |
| 03 Exponential Smoothing and ETS Methods/018 SMA Application_ Algorithmic Trading.mp4 | 11.59 MiB |
| 03 Exponential Smoothing and ETS Methods/019 Exponential Smoothing Section Summary.en.srt | 5.61 KiB |
| 03 Exponential Smoothing and ETS Methods/019 Exponential Smoothing Section Summary.mp4 | 19.12 MiB |
| 04 ARIMA/001 ARIMA Section Introduction.en.srt | 7.41 KiB |
| 04 ARIMA/001 ARIMA Section Introduction.mp4 | 23.01 MiB |
| 04 ARIMA/002 Autoregressive Models - AR(p).en.srt | 17.29 KiB |
| 04 ARIMA/002 Autoregressive Models - AR(p).mp4 | 52.54 MiB |
| 04 ARIMA/003 Moving Average Models - MA(q).en.srt | 4.31 KiB |
| 04 ARIMA/003 Moving Average Models - MA(q).mp4 | 10.13 MiB |
| 04 ARIMA/004 ARIMA.en.srt | 14.32 KiB |
| 04 ARIMA/004 ARIMA.mp4 | 41.39 MiB |
| 04 ARIMA/005 ARIMA in Code.en.srt | 23.73 KiB |
| 04 ARIMA/005 ARIMA in Code.mp4 | 121.58 MiB |
| 04 ARIMA/006 Stationarity.en.srt | 18.2 KiB |
| 04 ARIMA/006 Stationarity.mp4 | 55.15 MiB |
| 04 ARIMA/007 Stationarity in Code.en.srt | 11.17 KiB |
| 04 ARIMA/007 Stationarity in Code.mp4 | 61.5 MiB |
| 04 ARIMA/008 ACF (Autocorrelation Function).en.srt | 13.44 KiB |
| 04 ARIMA/008 ACF (Autocorrelation Function).mp4 | 37 MiB |
| 04 ARIMA/009 PACF (Partial Autocorrelation Funtion).en.srt | 8.26 KiB |
| 04 ARIMA/009 PACF (Partial Autocorrelation Funtion).mp4 | 25.11 MiB |
| 04 ARIMA/010 ACF and PACF in Code (pt 1).en.srt | 9.68 KiB |
| 04 ARIMA/010 ACF and PACF in Code (pt 1).mp4 | 41.31 MiB |
| 04 ARIMA/011 ACF and PACF in Code (pt 2).en.srt | 8.31 KiB |
| 04 ARIMA/011 ACF and PACF in Code (pt 2).mp4 | 33.88 MiB |
| 04 ARIMA/012 Auto ARIMA and SARIMAX.en.srt | 12.72 KiB |
| 04 ARIMA/012 Auto ARIMA and SARIMAX.mp4 | 39.45 MiB |
| 04 ARIMA/013 Model Selection, AIC and BIC.en.srt | 13.94 KiB |
| 04 ARIMA/013 Model Selection, AIC and BIC.mp4 | 45.91 MiB |
| 04 ARIMA/014 Auto ARIMA in Code.en.srt | 16.34 KiB |
| 04 ARIMA/014 Auto ARIMA in Code.mp4 | 103.19 MiB |
| 04 ARIMA/015 Auto ARIMA in Code (Stocks).en.srt | 17.75 KiB |
| 04 ARIMA/015 Auto ARIMA in Code (Stocks).mp4 | 105.21 MiB |
| 04 ARIMA/016 ACF and PACF for Stock Returns.en.srt | 7.77 KiB |
| 04 ARIMA/016 ACF and PACF for Stock Returns.mp4 | 43.5 MiB |
| 04 ARIMA/017 Auto ARIMA in Code (Sales Data).en.srt | 10.54 KiB |
| 04 ARIMA/017 Auto ARIMA in Code (Sales Data).mp4 | 65.42 MiB |
| 04 ARIMA/018 How to Forecast with ARIMA.en.srt | 12.62 KiB |
| 04 ARIMA/018 How to Forecast with ARIMA.mp4 | 37.95 MiB |
| 04 ARIMA/019 ARIMA Section Summary.en.srt | 4.73 KiB |
| 04 ARIMA/019 ARIMA Section Summary.mp4 | 12.74 MiB |
| 04 ARIMA/GetFreeCourses.Co.url | 116 B |
| 05 Machine Learning Methods/001 Machine Learning Section Introduction.en.srt | 5.52 KiB |
| 05 Machine Learning Methods/001 Machine Learning Section Introduction.mp4 | 17.53 MiB |
| 05 Machine Learning Methods/002 Supervised Machine Learning_ Classification and Regression.en.srt | 19.65 KiB |
| 05 Machine Learning Methods/002 Supervised Machine Learning_ Classification and Regression.mp4 | 68.96 MiB |
| 05 Machine Learning Methods/003 Autoregressive Machine Learning Models.en.srt | 10.52 KiB |
| 05 Machine Learning Methods/003 Autoregressive Machine Learning Models.mp4 | 32.38 MiB |
| 05 Machine Learning Methods/004 Machine Learning Algorithms_ Linear Regression.en.srt | 6.68 KiB |
| 05 Machine Learning Methods/004 Machine Learning Algorithms_ Linear Regression.mp4 | 21.8 MiB |
| 05 Machine Learning Methods/005 Machine Learning Algorithms_ Logistic Regression.en.srt | 9.35 KiB |
| 05 Machine Learning Methods/005 Machine Learning Algorithms_ Logistic Regression.mp4 | 31.74 MiB |
| 05 Machine Learning Methods/006 Machine Learning Algorithms_ Support Vector Machines.en.srt | 13.63 KiB |
| 05 Machine Learning Methods/006 Machine Learning Algorithms_ Support Vector Machines.mp4 | 43.52 MiB |
| 05 Machine Learning Methods/007 Machine Learning Algorithms_ Random Forest.en.srt | 9.4 KiB |
| 05 Machine Learning Methods/007 Machine Learning Algorithms_ Random Forest.mp4 | 32.02 MiB |
| 05 Machine Learning Methods/008 Extrapolation and Stock Prices.en.srt | 10.16 KiB |
| 05 Machine Learning Methods/008 Extrapolation and Stock Prices.mp4 | 64.73 MiB |
| 05 Machine Learning Methods/009 Machine Learning for Time Series Forecasting in Code (pt 1).en.srt | 15.51 KiB |
| 05 Machine Learning Methods/009 Machine Learning for Time Series Forecasting in Code (pt 1).mp4 | 86.17 MiB |
| 05 Machine Learning Methods/010 Forecasting with Differencing.en.srt | 5.49 KiB |
| 05 Machine Learning Methods/010 Forecasting with Differencing.mp4 | 18.97 MiB |
| 05 Machine Learning Methods/011 Machine Learning for Time Series Forecasting in Code (pt 2).en.srt | 6.9 KiB |
| 05 Machine Learning Methods/011 Machine Learning for Time Series Forecasting in Code (pt 2).mp4 | 49.4 MiB |
| 05 Machine Learning Methods/012 Application_ Sales Data.en.srt | 5.54 KiB |
| 05 Machine Learning Methods/012 Application_ Sales Data.mp4 | 42.19 MiB |
| 05 Machine Learning Methods/013 Application_ Predicting Stock Prices and Returns.en.srt | 5.02 KiB |
| 05 Machine Learning Methods/013 Application_ Predicting Stock Prices and Returns.mp4 | 37.36 MiB |
| 05 Machine Learning Methods/014 Application_ Predicting Stock Movements.en.srt | 4.66 KiB |
| 05 Machine Learning Methods/014 Application_ Predicting Stock Movements.mp4 | 26.28 MiB |
| 05 Machine Learning Methods/015 Machine Learning Section Summary.en.srt | 3.12 KiB |
| 05 Machine Learning Methods/015 Machine Learning Section Summary.mp4 | 10.36 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/001 Artificial Neural Networks_ Section Introduction.en.srt | 4.53 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/001 Artificial Neural Networks_ Section Introduction.mp4 | 19.43 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/002 The Neuron.en.srt | 13.13 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/002 The Neuron.mp4 | 43.86 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/003 Forward Propagation.en.srt | 12.93 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/003 Forward Propagation.mp4 | 44.79 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/004 The Geometrical Picture.en.srt | 12.17 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/004 The Geometrical Picture.mp4 | 53.97 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/005 Activation Functions.en.srt | 23.7 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/005 Activation Functions.mp4 | 86.54 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/006 Multiclass Classification.en.srt | 11.51 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/006 Multiclass Classification.mp4 | 43.63 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/007 ANN Code Preparation.en.srt | 16.88 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/007 ANN Code Preparation.mp4 | 57.51 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/008 Feedforward ANN for Time Series Forecasting Code.en.srt | 11.16 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/008 Feedforward ANN for Time Series Forecasting Code.mp4 | 70.91 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/009 Feedforward ANN for Stock Return and Price Predictions Code.en.srt | 9.37 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/009 Feedforward ANN for Stock Return and Price Predictions Code.mp4 | 67.71 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/010 Human Activity Recognition Dataset.en.srt | 7.52 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/010 Human Activity Recognition Dataset.mp4 | 30.74 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/011 Human Activity Recognition_ Code Preparation.en.srt | 8.2 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/011 Human Activity Recognition_ Code Preparation.mp4 | 31.27 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/012 Human Activity Recognition_ Data Exploration.en.srt | 8.9 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/012 Human Activity Recognition_ Data Exploration.mp4 | 49.95 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/013 Human Activity Recognition_ Multi-Input ANN.en.srt | 13.96 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/013 Human Activity Recognition_ Multi-Input ANN.mp4 | 67.55 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/014 Human Activity Recognition_ Feature-Based Model.en.srt | 5.73 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/014 Human Activity Recognition_ Feature-Based Model.mp4 | 36.06 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/015 Human Activity Recognition_ Combined Model.en.srt | 3.14 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/015 Human Activity Recognition_ Combined Model.mp4 | 20.9 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/016 How Does a Neural Network _Learn__.en.srt | 14.7 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/016 How Does a Neural Network _Learn__.mp4 | 50.07 MiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/017 Artificial Neural Networks_ Section Summary.en.srt | 2.92 KiB |
| 06 Deep Learning_ Artificial Neural Networks (ANN)/017 Artificial Neural Networks_ Section Summary.mp4 | 10.95 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/001 CNN Section Introduction.en.srt | 4.2 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/001 CNN Section Introduction.mp4 | 14.31 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/002 What is Convolution_.en.srt | 21.44 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/002 What is Convolution_.mp4 | 78.29 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/003 What is Convolution_ (Pattern-Matching).en.srt | 7.17 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/003 What is Convolution_ (Pattern-Matching).mp4 | 23.69 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/004 What is Convolution_ (Weight Sharing).en.srt | 8.88 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/004 What is Convolution_ (Weight Sharing).mp4 | 30.44 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/005 Convolution on Color Images.en.srt | 21.6 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/005 Convolution on Color Images.mp4 | 73.99 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/006 Convolution for Time Series and ARIMA.en.srt | 6.65 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/006 Convolution for Time Series and ARIMA.mp4 | 23.61 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/007 CNN Architecture.en.srt | 33.24 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/007 CNN Architecture.mp4 | 96.82 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/008 CNN Code Preparation.en.srt | 8.22 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/008 CNN Code Preparation.mp4 | 27.49 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/009 CNN for Time Series Forecasting in Code.en.srt | 7.04 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/009 CNN for Time Series Forecasting in Code.mp4 | 48.78 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/010 CNN for Human Activity Recognition.en.srt | 6.68 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/010 CNN for Human Activity Recognition.mp4 | 46.39 MiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/011 CNN Section Summary.en.srt | 4.31 KiB |
| 07 Deep Learning_ Convolutional Neural Networks (CNN)/011 CNN Section Summary.mp4 | 15.43 MiB |
| 08 VIP_ AWS Forecast/001 AWS Forecast Section Introduction.en.srt | 11.02 KiB |
| 08 VIP_ AWS Forecast/001 AWS Forecast Section Introduction.mp4 | 43.54 MiB |
| 08 VIP_ AWS Forecast/002 Data Model.en.srt | 12.68 KiB |
| 08 VIP_ AWS Forecast/002 Data Model.mp4 | 48.96 MiB |
| 08 VIP_ AWS Forecast/003 Creating an IAM Role.en.srt | 4.98 KiB |
| 08 VIP_ AWS Forecast/003 Creating an IAM Role.mp4 | 23.8 MiB |
| 08 VIP_ AWS Forecast/004 Code pt 1 (Getting and Transforming the Data).en.srt | 13.34 KiB |
| 08 VIP_ AWS Forecast/004 Code pt 1 (Getting and Transforming the Data).mp4 | 63.34 MiB |
| 08 VIP_ AWS Forecast/005 Code pt 2 (Uploading the data to S3).en.srt | 17.04 KiB |
| 08 VIP_ AWS Forecast/005 Code pt 2 (Uploading the data to S3).mp4 | 91.06 MiB |
| 08 VIP_ AWS Forecast/006 Code pt 3 (Building your Model).en.srt | 9.59 KiB |
| 08 VIP_ AWS Forecast/006 Code pt 3 (Building your Model).mp4 | 54.47 MiB |
| 08 VIP_ AWS Forecast/007 Code pt 4 (Generating and Evaluating the Forecast).en.srt | 8.96 KiB |
| 08 VIP_ AWS Forecast/007 Code pt 4 (Generating and Evaluating the Forecast).mp4 | 49.88 MiB |
| 08 VIP_ AWS Forecast/008 AWS Forecast Exercise.en.srt | 3.79 KiB |
| 08 VIP_ AWS Forecast/008 AWS Forecast Exercise.mp4 | 13.76 MiB |
| 08 VIP_ AWS Forecast/009 AWS Forecast Section Summary.en.srt | 7.06 KiB |
| 08 VIP_ AWS Forecast/009 AWS Forecast Section Summary.mp4 | 25.46 MiB |
| 09 Extras/001 Colab Notebooks.html | 977 B |
| 10 Setting Up Your Environment FAQ/001 Anaconda Environment Setup.en.srt | 21.09 KiB |
| 10 Setting Up Your Environment FAQ/001 Anaconda Environment Setup.mp4 | 27.88 MiB |
| 10 Setting Up Your Environment FAQ/002 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en.srt | 14.82 KiB |
| 10 Setting Up Your Environment FAQ/002 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.61 MiB |
| 11 Extra Help With Python Coding for Beginners FAQ/001 How to Code by Yourself (part 1).en.srt | 23.46 KiB |
| 11 Extra Help With Python Coding for Beginners FAQ/001 How to Code by Yourself (part 1).mp4 | 24.59 MiB |
| 11 Extra Help With Python Coding for Beginners FAQ/002 How to Code by Yourself (part 2).en.srt | 13.66 KiB |
| 11 Extra Help With Python Coding for Beginners FAQ/002 How to Code by Yourself (part 2).mp4 | 49.18 MiB |
| 11 Extra Help With Python Coding for Beginners FAQ/003 Proof that using Jupyter Notebook is the same as not using it.en.srt | 14.6 KiB |
| 11 Extra Help With Python Coding for Beginners FAQ/003 Proof that using Jupyter Notebook is the same as not using it.mp4 | 69.51 MiB |
| 11 Extra Help With Python Coding for Beginners FAQ/GetFreeCourses.Co.url | 116 B |
| 12 Effective Learning Strategies for Machine Learning FAQ/001 How to Succeed in this Course (Long Version).en.srt | 15.17 KiB |
| 12 Effective Learning Strategies for Machine Learning FAQ/001 How to Succeed in this Course (Long Version).mp4 | 12.6 MiB |
| 12 Effective Learning Strategies for Machine Learning FAQ/002 Is this for Beginners or Experts_ Academic or Practical_ Fast or slow-paced_.en.srt | 33.02 KiB |
| 12 Effective Learning Strategies for Machine Learning FAQ/002 Is this for Beginners or Experts_ Academic or Practical_ Fast or slow-paced_.mp4 | 38.95 MiB |
| 12 Effective Learning Strategies for Machine Learning FAQ/003 Machine Learning and AI Prerequisite Roadmap (pt 1).en.srt | 17.41 KiB |
| 12 Effective Learning Strategies for Machine Learning FAQ/003 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 | 79.62 MiB |
| 12 Effective Learning Strategies for Machine Learning FAQ/004 Machine Learning and AI Prerequisite Roadmap (pt 2).en.srt | 24.41 KiB |
| 12 Effective Learning Strategies for Machine Learning FAQ/004 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 | 108.19 MiB |
| 13 Appendix _ FAQ Finale/001 What is the Appendix_.en.srt | 3.91 KiB |
| 13 Appendix _ FAQ Finale/001 What is the Appendix_.mp4 | 16.4 MiB |
| 13 Appendix _ FAQ Finale/002 BONUS_ Where to get discount coupons and FREE deep learning material.en.srt | 8.13 KiB |
| 13 Appendix _ FAQ Finale/002 BONUS_ Where to get discount coupons and FREE deep learning material.mp4 | 37.81 MiB |
| Download Paid Udemy Courses For Free.url | 116 B |
| GetFreeCourses.Co.url | 116 B |
