Download Time Series Analysis, Forecasting, and Machine Learning Torrent

Torrent Contents Size: 4.85 GB

Time Series Analysis, Forecasting, and Machine Learning

01 Welcome

001 Introduction and Outline.en.srt	SRT	7.78 KB
001 Introduction and Outline.mp4	MP4	30.69 MB
002 Where to Get the Code.en.srt	SRT	16.03 KB
002 Where to Get the Code.mp4	MP4	61.97 MB
003 Warmup (Optional).en.srt	SRT	6.28 KB
003 Warmup (Optional).mp4	MP4	23.16 MB
external-assets-links.txt	TXT	80 B

02 Time Series Basics

001 Time Series Basics Section Introduction.en.srt	SRT	6.08 KB
001 Time Series Basics Section Introduction.mp4	MP4	17.46 MB
002 What is a Time Series_.en.srt	SRT	6.57 KB
002 What is a Time Series_.mp4	MP4	32.24 MB
003 Modeling vs. Predicting.en.srt	SRT	3.41 KB
003 Modeling vs. Predicting.mp4	MP4	13.48 MB
004 Why Do We Care About Shapes_.en.srt	SRT	7.94 KB
004 Why Do We Care About Shapes_.mp4	MP4	29.48 MB
005 Types of Tasks.en.srt	SRT	9.24 KB
005 Types of Tasks.mp4	MP4	23.55 MB
006 Power, Log, and Box-Cox Transformations.en.srt	SRT	8.41 KB
006 Power, Log, and Box-Cox Transformations.mp4	MP4	32.63 MB
007 Power, Log, and Box-Cox Transformations in Code.en.srt	SRT	7.07 KB
007 Power, Log, and Box-Cox Transformations in Code.mp4	MP4	33.29 MB
008 Forecasting Metrics.en.srt	SRT	15.8 KB
008 Forecasting Metrics.mp4	MP4	43.71 MB
009 Financial Time Series Primer.en.srt	SRT	15.56 KB
009 Financial Time Series Primer.mp4	MP4	44.86 MB
010 Price Simulations in Code.en.srt	SRT	3.54 KB
010 Price Simulations in Code.mp4	MP4	18.28 MB
011 Random Walks and the Random Walk Hypothesis.en.srt	SRT	20.09 KB
011 Random Walks and the Random Walk Hypothesis.mp4	MP4	68.11 MB
012 The Naive Forecast and the Importance of Baselines.en.srt	SRT	9.57 KB
012 The Naive Forecast and the Importance of Baselines.mp4	MP4	30.11 MB
013 Naive Forecast and Forecasting Metrics in Code.en.srt	SRT	8.58 KB
013 Naive Forecast and Forecasting Metrics in Code.mp4	MP4	41.47 MB
014 Time Series Basics Section Summary.en.srt	SRT	4.49 KB
014 Time Series Basics Section Summary.mp4	MP4	12.13 MB
015 Suggestion Box.en.srt	SRT	4.85 KB
015 Suggestion Box.mp4	MP4	16.12 MB

03 Exponential Smoothing and ETS Methods

001 Exponential Smoothing Section Introduction.en.srt	SRT	4.01 KB
001 Exponential Smoothing Section Introduction.mp4	MP4	13.56 MB
002 Exponential Smoothing Intuition for Beginners.en.srt	SRT	7.5 KB
002 Exponential Smoothing Intuition for Beginners.mp4	MP4	23.91 MB
003 SMA Theory.en.srt	SRT	5.03 KB
003 SMA Theory.mp4	MP4	15.24 MB
004 SMA Code.en.srt	SRT	9.84 KB
004 SMA Code.mp4	MP4	53.57 MB
005 EWMA Theory.en.srt	SRT	15.14 KB
005 EWMA Theory.mp4	MP4	35.83 MB
006 EWMA Code.en.srt	SRT	9.93 KB
006 EWMA Code.mp4	MP4	39.41 MB
007 SES Theory.en.srt	SRT	14.35 KB
007 SES Theory.mp4	MP4	35.57 MB
008 SES Code.en.srt	SRT	15.09 KB
008 SES Code.mp4	MP4	69.54 MB
009 Holt's Linear Trend Model (Theory).en.srt	SRT	10.45 KB
009 Holt's Linear Trend Model (Theory).mp4	MP4	33.2 MB
010 Holt's Linear Trend Model (Code).en.srt	SRT	3.57 KB
010 Holt's Linear Trend Model (Code).mp4	MP4	19.05 MB
011 Holt-Winters (Theory).en.srt	SRT	15.55 KB
011 Holt-Winters (Theory).mp4	MP4	47.55 MB
012 Holt-Winters (Code).en.srt	SRT	9.92 KB
012 Holt-Winters (Code).mp4	MP4	49.8 MB
013 Walk-Forward Validation.en.srt	SRT	12.78 KB
013 Walk-Forward Validation.mp4	MP4	44.31 MB
014 Walk-Forward Validation in Code.en.srt	SRT	10.41 KB
014 Walk-Forward Validation in Code.mp4	MP4	60.25 MB
015 Application_ Sales Data.en.srt	SRT	5.4 KB
015 Application_ Sales Data.mp4	MP4	29.44 MB
016 Application_ Stock Predictions.en.srt	SRT	6.56 KB
016 Application_ Stock Predictions.mp4	MP4	40.51 MB
017 SMA Application_ COVID-19 Counting.en.srt	SRT	4.37 KB
017 SMA Application_ COVID-19 Counting.mp4	MP4	19.37 MB
018 SMA Application_ Algorithmic Trading.en.srt	SRT	2.96 KB
018 SMA Application_ Algorithmic Trading.mp4	MP4	11.59 MB
019 Exponential Smoothing Section Summary.en.srt	SRT	5.61 KB
019 Exponential Smoothing Section Summary.mp4	MP4	19.12 MB

04 ARIMA

001 ARIMA Section Introduction.en.srt	SRT	7.41 KB
001 ARIMA Section Introduction.mp4	MP4	23.01 MB
002 Autoregressive Models - AR(p).en.srt	SRT	17.29 KB
002 Autoregressive Models - AR(p).mp4	MP4	52.54 MB
003 Moving Average Models - MA(q).en.srt	SRT	4.31 KB
003 Moving Average Models - MA(q).mp4	MP4	10.13 MB
004 ARIMA.en.srt	SRT	14.32 KB
004 ARIMA.mp4	MP4	41.39 MB
005 ARIMA in Code.en.srt	SRT	23.73 KB
005 ARIMA in Code.mp4	MP4	121.58 MB
006 Stationarity.en.srt	SRT	18.2 KB
006 Stationarity.mp4	MP4	55.15 MB
007 Stationarity in Code.en.srt	SRT	11.17 KB
007 Stationarity in Code.mp4	MP4	61.5 MB
008 ACF (Autocorrelation Function).en.srt	SRT	13.44 KB
008 ACF (Autocorrelation Function).mp4	MP4	37 MB
009 PACF (Partial Autocorrelation Funtion).en.srt	SRT	8.26 KB
009 PACF (Partial Autocorrelation Funtion).mp4	MP4	25.11 MB
010 ACF and PACF in Code (pt 1).en.srt	SRT	9.68 KB
010 ACF and PACF in Code (pt 1).mp4	MP4	41.31 MB
011 ACF and PACF in Code (pt 2).en.srt	SRT	8.31 KB
011 ACF and PACF in Code (pt 2).mp4	MP4	33.88 MB
012 Auto ARIMA and SARIMAX.en.srt	SRT	12.72 KB
012 Auto ARIMA and SARIMAX.mp4	MP4	39.45 MB
013 Model Selection, AIC and BIC.en.srt	SRT	13.94 KB
013 Model Selection, AIC and BIC.mp4	MP4	45.91 MB
014 Auto ARIMA in Code.en.srt	SRT	16.34 KB
014 Auto ARIMA in Code.mp4	MP4	103.19 MB
015 Auto ARIMA in Code (Stocks).en.srt	SRT	17.75 KB
015 Auto ARIMA in Code (Stocks).mp4	MP4	105.21 MB
016 ACF and PACF for Stock Returns.en.srt	SRT	7.77 KB
016 ACF and PACF for Stock Returns.mp4	MP4	43.5 MB
017 Auto ARIMA in Code (Sales Data).en.srt	SRT	10.54 KB
017 Auto ARIMA in Code (Sales Data).mp4	MP4	65.42 MB
018 How to Forecast with ARIMA.en.srt	SRT	12.62 KB
018 How to Forecast with ARIMA.mp4	MP4	37.95 MB
019 ARIMA Section Summary.en.srt	SRT	4.73 KB
019 ARIMA Section Summary.mp4	MP4	12.74 MB
GetFreeCourses.Co.url	URL	116 B

05 Machine Learning Methods

001 Machine Learning Section Introduction.en.srt	SRT	5.52 KB
001 Machine Learning Section Introduction.mp4	MP4	17.53 MB
002 Supervised Machine Learning_ Classification and Regression.en.srt	SRT	19.65 KB
002 Supervised Machine Learning_ Classification and Regression.mp4	MP4	68.96 MB
003 Autoregressive Machine Learning Models.en.srt	SRT	10.52 KB
003 Autoregressive Machine Learning Models.mp4	MP4	32.38 MB
004 Machine Learning Algorithms_ Linear Regression.en.srt	SRT	6.68 KB
004 Machine Learning Algorithms_ Linear Regression.mp4	MP4	21.8 MB
005 Machine Learning Algorithms_ Logistic Regression.en.srt	SRT	9.35 KB
005 Machine Learning Algorithms_ Logistic Regression.mp4	MP4	31.74 MB
006 Machine Learning Algorithms_ Support Vector Machines.en.srt	SRT	13.63 KB
006 Machine Learning Algorithms_ Support Vector Machines.mp4	MP4	43.52 MB
007 Machine Learning Algorithms_ Random Forest.en.srt	SRT	9.4 KB
007 Machine Learning Algorithms_ Random Forest.mp4	MP4	32.02 MB
008 Extrapolation and Stock Prices.en.srt	SRT	10.16 KB
008 Extrapolation and Stock Prices.mp4	MP4	64.73 MB
009 Machine Learning for Time Series Forecasting in Code (pt 1).en.srt	SRT	15.51 KB
009 Machine Learning for Time Series Forecasting in Code (pt 1).mp4	MP4	86.17 MB
010 Forecasting with Differencing.en.srt	SRT	5.49 KB
010 Forecasting with Differencing.mp4	MP4	18.97 MB
011 Machine Learning for Time Series Forecasting in Code (pt 2).en.srt	SRT	6.9 KB
011 Machine Learning for Time Series Forecasting in Code (pt 2).mp4	MP4	49.4 MB
012 Application_ Sales Data.en.srt	SRT	5.54 KB
012 Application_ Sales Data.mp4	MP4	42.19 MB
013 Application_ Predicting Stock Prices and Returns.en.srt	SRT	5.02 KB
013 Application_ Predicting Stock Prices and Returns.mp4	MP4	37.36 MB
014 Application_ Predicting Stock Movements.en.srt	SRT	4.66 KB
014 Application_ Predicting Stock Movements.mp4	MP4	26.28 MB
015 Machine Learning Section Summary.en.srt	SRT	3.12 KB
015 Machine Learning Section Summary.mp4	MP4	10.36 MB

06 Deep Learning_ Artificial Neural Networks (ANN)

001 Artificial Neural Networks_ Section Introduction.en.srt	SRT	4.53 KB
001 Artificial Neural Networks_ Section Introduction.mp4	MP4	19.43 MB
002 The Neuron.en.srt	SRT	13.13 KB
002 The Neuron.mp4	MP4	43.86 MB
003 Forward Propagation.en.srt	SRT	12.93 KB
003 Forward Propagation.mp4	MP4	44.79 MB
004 The Geometrical Picture.en.srt	SRT	12.17 KB
004 The Geometrical Picture.mp4	MP4	53.97 MB
005 Activation Functions.en.srt	SRT	23.7 KB
005 Activation Functions.mp4	MP4	86.54 MB
006 Multiclass Classification.en.srt	SRT	11.51 KB
006 Multiclass Classification.mp4	MP4	43.63 MB
007 ANN Code Preparation.en.srt	SRT	16.88 KB
007 ANN Code Preparation.mp4	MP4	57.51 MB
008 Feedforward ANN for Time Series Forecasting Code.en.srt	SRT	11.16 KB
008 Feedforward ANN for Time Series Forecasting Code.mp4	MP4	70.91 MB
009 Feedforward ANN for Stock Return and Price Predictions Code.en.srt	SRT	9.37 KB
009 Feedforward ANN for Stock Return and Price Predictions Code.mp4	MP4	67.71 MB
010 Human Activity Recognition Dataset.en.srt	SRT	7.52 KB
010 Human Activity Recognition Dataset.mp4	MP4	30.74 MB
011 Human Activity Recognition_ Code Preparation.en.srt	SRT	8.2 KB
011 Human Activity Recognition_ Code Preparation.mp4	MP4	31.27 MB
012 Human Activity Recognition_ Data Exploration.en.srt	SRT	8.9 KB
012 Human Activity Recognition_ Data Exploration.mp4	MP4	49.95 MB
013 Human Activity Recognition_ Multi-Input ANN.en.srt	SRT	13.96 KB
013 Human Activity Recognition_ Multi-Input ANN.mp4	MP4	67.55 MB
014 Human Activity Recognition_ Feature-Based Model.en.srt	SRT	5.73 KB
014 Human Activity Recognition_ Feature-Based Model.mp4	MP4	36.06 MB
015 Human Activity Recognition_ Combined Model.en.srt	SRT	3.14 KB
015 Human Activity Recognition_ Combined Model.mp4	MP4	20.9 MB
016 How Does a Neural Network _Learn__.en.srt	SRT	14.7 KB
016 How Does a Neural Network _Learn__.mp4	MP4	50.07 MB
017 Artificial Neural Networks_ Section Summary.en.srt	SRT	2.92 KB
017 Artificial Neural Networks_ Section Summary.mp4	MP4	10.95 MB

07 Deep Learning_ Convolutional Neural Networks (CNN)

001 CNN Section Introduction.en.srt	SRT	4.2 KB
001 CNN Section Introduction.mp4	MP4	14.31 MB
002 What is Convolution_.en.srt	SRT	21.44 KB
002 What is Convolution_.mp4	MP4	78.29 MB
003 What is Convolution_ (Pattern-Matching).en.srt	SRT	7.17 KB
003 What is Convolution_ (Pattern-Matching).mp4	MP4	23.69 MB
004 What is Convolution_ (Weight Sharing).en.srt	SRT	8.88 KB
004 What is Convolution_ (Weight Sharing).mp4	MP4	30.44 MB
005 Convolution on Color Images.en.srt	SRT	21.6 KB
005 Convolution on Color Images.mp4	MP4	73.99 MB
006 Convolution for Time Series and ARIMA.en.srt	SRT	6.65 KB
006 Convolution for Time Series and ARIMA.mp4	MP4	23.61 MB
007 CNN Architecture.en.srt	SRT	33.24 KB
007 CNN Architecture.mp4	MP4	96.82 MB
008 CNN Code Preparation.en.srt	SRT	8.22 KB
008 CNN Code Preparation.mp4	MP4	27.49 MB
009 CNN for Time Series Forecasting in Code.en.srt	SRT	7.04 KB
009 CNN for Time Series Forecasting in Code.mp4	MP4	48.78 MB
010 CNN for Human Activity Recognition.en.srt	SRT	6.68 KB
010 CNN for Human Activity Recognition.mp4	MP4	46.39 MB
011 CNN Section Summary.en.srt	SRT	4.31 KB
011 CNN Section Summary.mp4	MP4	15.43 MB

08 VIP_ AWS Forecast

001 AWS Forecast Section Introduction.en.srt	SRT	11.02 KB
001 AWS Forecast Section Introduction.mp4	MP4	43.54 MB
002 Data Model.en.srt	SRT	12.68 KB
002 Data Model.mp4	MP4	48.96 MB
003 Creating an IAM Role.en.srt	SRT	4.98 KB
003 Creating an IAM Role.mp4	MP4	23.8 MB
004 Code pt 1 (Getting and Transforming the Data).en.srt	SRT	13.34 KB
004 Code pt 1 (Getting and Transforming the Data).mp4	MP4	63.34 MB
005 Code pt 2 (Uploading the data to S3).en.srt	SRT	17.04 KB
005 Code pt 2 (Uploading the data to S3).mp4	MP4	91.06 MB
006 Code pt 3 (Building your Model).en.srt	SRT	9.59 KB
006 Code pt 3 (Building your Model).mp4	MP4	54.47 MB
007 Code pt 4 (Generating and Evaluating the Forecast).en.srt	SRT	8.96 KB
007 Code pt 4 (Generating and Evaluating the Forecast).mp4	MP4	49.88 MB
008 AWS Forecast Exercise.en.srt	SRT	3.79 KB
008 AWS Forecast Exercise.mp4	MP4	13.76 MB
009 AWS Forecast Section Summary.en.srt	SRT	7.06 KB
009 AWS Forecast Section Summary.mp4	MP4	25.46 MB

09 Extras

001 Colab Notebooks.html

HTML

977 B

10 Setting Up Your Environment FAQ

001 Anaconda Environment Setup.en.srt	SRT	21.09 KB
001 Anaconda Environment Setup.mp4	MP4	27.88 MB
002 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en.srt	SRT	14.82 KB
002 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	MP4	43.61 MB

11 Extra Help With Python Coding for Beginners FAQ

001 How to Code by Yourself (part 1).en.srt	SRT	23.46 KB
001 How to Code by Yourself (part 1).mp4	MP4	24.59 MB
002 How to Code by Yourself (part 2).en.srt	SRT	13.66 KB
002 How to Code by Yourself (part 2).mp4	MP4	49.18 MB
003 Proof that using Jupyter Notebook is the same as not using it.en.srt	SRT	14.6 KB
003 Proof that using Jupyter Notebook is the same as not using it.mp4	MP4	69.51 MB
GetFreeCourses.Co.url	URL	116 B

12 Effective Learning Strategies for Machine Learning FAQ

001 How to Succeed in this Course (Long Version).en.srt	SRT	15.17 KB
001 How to Succeed in this Course (Long Version).mp4	MP4	12.6 MB
002 Is this for Beginners or Experts_ Academic or Practical_ Fast or slow-paced_.en.srt	SRT	33.02 KB
002 Is this for Beginners or Experts_ Academic or Practical_ Fast or slow-paced_.mp4	MP4	38.95 MB
003 Machine Learning and AI Prerequisite Roadmap (pt 1).en.srt	SRT	17.41 KB
003 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	MP4	79.62 MB
004 Machine Learning and AI Prerequisite Roadmap (pt 2).en.srt	SRT	24.41 KB
004 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	MP4	108.19 MB

13 Appendix _ FAQ Finale

001 What is the Appendix_.en.srt	SRT	3.91 KB
001 What is the Appendix_.mp4	MP4	16.4 MB
002 BONUS_ Where to get discount coupons and FREE deep learning material.en.srt	SRT	8.13 KB
002 BONUS_ Where to get discount coupons and FREE deep learning material.mp4	MP4	37.81 MB

Download Paid Udemy Courses For Free.url

URL

116 B

GetFreeCourses.Co.url

URL

116 B

Description

									Show full description
								

Related Torrents

TORRENT NAME	SIZE	FILES	AGE	SEED	LEECH	SOURCE
Python for Time Series Forecasting (2025) Posted by freecoursewb in Other Posted in Other 8 750.8 MB 10 months ago freecoursewb	Size 750.8 MB	Files 132	Age 10 months ago	Seeds 8	Leechs 1	Source
Udemy - Master Financial Econometrics for Time Series Analysis Posted by freecoursewb in Other Posted in Other 3 3.7 GB 1 year ago freecoursewb	Size 3.7 GB	Files 116	Age 1 year ago	Seeds 3	Leechs 0	Source
Six Sigma Statistic with Minitab - Time Series Plot Posted by freecoursewb in Other Posted in Other 0 255.6 MB 1 year ago freecoursewb	Size 255.6 MB	Files 14	Age 1 year ago	Seeds 0	Leechs 0	Source
Udemy - Forecasting Sales With Time Series, Lightgbm and Random Forest Posted by freecoursewb in Other Posted in Other 1 1.5 GB 2 years ago freecoursewb	Size 1.5 GB	Files 28	Age 2 years ago	Seeds 1	Leechs 0	Source
Udemy - Time Series Analysis and Forecasting with MS Excel Posted by freecoursewb in Other Posted in Other 0 1.5 GB 2 years ago freecoursewb	Size 1.5 GB	Files 29	Age 2 years ago	Seeds 0	Leechs 0	Source

Time Series Analysis, Forecasting, and Machine Learning

Torrent Contents Size: 4.85 GB

Description

Related Torrents

Location

Trackers

Latest News

Latest Searches

Sites In Our Index

Popular Tags

Tracker name
udp://tracker.coppersurfer.tk:6969/announce
udp://9.rarbg.me:2850/announce
udp://9.rarbg.to:2920/announce
udp://tracker.opentrackr.org:1337
udp://tracker.leechers-paradise.org:6969/announce