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Time Series Forecasting in Python
- Narrated by: Adam Newmark
- Length: 10 hrs and 54 mins
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Publisher's summary
Build predictive models from time-based patterns in your data. Master statistical models including new deep learning approaches for time series forecasting.
In this book you will learn how to:
- Recognize a time series forecasting problem and build a performant predictive model
- Create univariate forecasting models that account for seasonal effects and external variables
- Build multivariate forecasting models to predict many time series at once
- Leverage large datasets by using deep learning for forecasting time series
- Automate the forecasting process
Time Series Forecasting in Python teaches you to build powerful predictive models from time-based data. Every model you create is relevant, useful, and easy to implement with Python. You’ll explore interesting real-world datasets like Google’s daily stock price and economic data for the USA, quickly progressing from the basics to developing large-scale models that use deep learning tools like TensorFlow.
About the technology
You can predict the future—with a little help from Python, deep learning, and time series data! Time series forecasting is a technique for modeling time-centric data to identify upcoming events. New Python libraries and powerful deep learning tools make accurate time series forecasts easier than ever before.
About the book
This accessible book teaches you how to get immediate, meaningful predictions from time-based data such as logs, customer analytics, and other event streams. You’ll learn statistical and deep learning methods for time series forecasting, fully demonstrated with Python code. Develop your skills with projects like predicting the future volume of drug prescriptions, and you’ll soon be ready to build your own accurate, insightful forecasts.
About the listener
For data scientists familiar with Python and TensorFlow.
About the author
Marco Peixeiro is a seasoned data science instructor who has worked as a data scientist for one of Canada’s largest banks.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
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Technical knowledge alone isn't enough - increase your software development income by leveling up your soft skills Early in his software developer career, John Sonmez discovered that technical knowledge alone isn't enough to break through to the next income level - developers need "soft skills" like the ability to learn new technologies just in time, communicate clearly with management and consulting clients, negotiate a fair hourly rate, and unite teammates and coworkers in working toward a common goal.
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The Complete Bro-grammer's Career Guide
- By Leels on 09-18-19
By: John Sonmez
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Prediction Machines
- The Simple Economics of Artificial Intelligence
- By: Ajay Agrawal, Joshua Gans, Avi Goldfarb
- Narrated by: LJ Ganser
- Length: 7 hrs and 50 mins
- Unabridged
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Artificial intelligence does the seemingly impossible - driving cars, trading stocks, and teaching children. But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.
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Not sure what I was expecting, but underwhelmed
- By William J Brown on 09-27-18
By: Ajay Agrawal, and others
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Super Pumped
- The Battle for Uber
- By: Mike Isaac
- Narrated by: Holter Graham, Mike Isaac
- Length: 12 hrs and 52 mins
- Unabridged
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A New York Times technology correspondent presents the dramatic rise and fall of Uber, set against the rapid upheaval in Silicon Valley during the mobile era. Based on hundreds of interviews with current and former Uber employees, along with previously unpublished documents, Super Pumped is a pause-resisting story of ambition and deception, obscene wealth, and bad behavior, that explores how blistering technological and financial innovation culminated in one of the most catastrophic 12-month periods in American corporate history.
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A forced narrative and a bad version of Bad Blood
- By Benji on 09-09-19
By: Mike Isaac
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Surveillance Valley
- The Secret Military History of the Internet
- By: Yasha Levine
- Narrated by: LJ Ganser
- Length: 10 hrs and 42 mins
- Unabridged
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In this fascinating book, investigative reporter Yasha Levine uncovers the secret origins of the Internet, tracing it back to a Pentagon counterinsurgency surveillance project. With deep research, skilled storytelling, and provocative arguments, Surveillance Valley will change the way you think about the news - and the device on which you read it.
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Profound look at the internet and surveillance
- By stuartjash on 04-06-18
By: Yasha Levine
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Tesla
- Inventor of the Electrical Age
- By: W. Bernard Carlson
- Narrated by: Allan Robertson
- Length: 16 hrs and 11 mins
- Unabridged
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Nikola Tesla was a major contributor to the electrical revolution that transformed daily life at the turn of the 20th century. His inventions, patents, and theoretical work formed the basis of modern AC electricity, and contributed to the development of radio and television. Like his competitor Thomas Edison, Tesla was one of America's first celebrity scientists, enjoying the company of New York high society and dazzling the likes of Mark Twain with his electrical demonstrations. An astute self-promoter and gifted showman, he cultivated a public image of the eccentric genius.
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A detailed examination of Tesla's work
- By Jean on 02-01-14
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This Is Not a Game with Marc Fennell
- By: Marc Fennell
- Narrated by: Marc Fennell
- Length: 3 hrs and 19 mins
- Unabridged
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This Is Not a Game is the extraordinary untold story of the internet’s first conspiracy theory, the legend of Ong’s Hat. Marc Fennell will dive deep into a previously unexplored world of tech hippies, eccentric web subcultures and simmering paranoia, uncovering how this tongue-in-cheek artistic experiment backfired on its creator and went on to influence much of what’s wrong with the internet today.
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WOW!
- By pondo on 05-09-24
By: Marc Fennell
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Click Here to Kill Everybody
- Security and Survival in a Hyper-connected World
- By: Bruce Schneier
- Narrated by: Roger Wayne
- Length: 8 hrs and 6 mins
- Unabridged
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Everything is a computer. Ovens are computers that make things hot; refrigerators are computers that keep things cold. These computers - from home thermostats to chemical plants - are all online. All computers can be hacked. And Internet-connected computers are the most vulnerable. Forget data theft: Cutting-edge digital attackers can now crash your car, your pacemaker, and the nation’s power grid. In Click Here to Kill Everybody, renowned expert and best-selling author Bruce Schneier examines the hidden risks of this new reality.
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Same old Bruce
- By Fausto Cepeda on 04-03-19
By: Bruce Schneier
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Glow Kids
- How Screen Addiction Is Hijacking Our Kids - and How to Break the Trance
- By: Nicholas Kardaras PhD
- Narrated by: Jonathan Davis
- Length: 11 hrs and 5 mins
- Unabridged
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In Glow Kids, Dr. Nicholas Kardaras will examine how technology - more specifically, age-inappropriate screen tech, with all of its glowing ubiquity - has profoundly affected the brains of an entire generation. Brain imaging research is showing that stimulating glowing screens are as dopaminergic (dopamine activating) to the brain’s pleasure center as sex. And a growing mountain of clinical research correlates screen tech with disorders like ADHD, addiction, anxiety, depression, increased aggression, and even psychosis.
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Fear Mongering - a modern day Mazes and Monsters
- By Veronica on 11-03-20
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Cyber Wars
- Hacks That Shocked the Business World
- By: Charles Arthur
- Narrated by: Joe Jameson
- Length: 7 hrs and 40 mins
- Unabridged
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Cyber Wars gives you the dramatic inside stories of some of the world's biggest cyber attacks. These are the game-changing hacks that make organisations around the world tremble and leaders stop and consider just how safe they really are. Charles Arthur provides a gripping account of why each hack happened, what techniques were used, what the consequences were and how they could have been prevented. Cyber attacks are some of the most frightening threats currently facing business leaders, and this book provides a deep insight into understanding how they work.
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For the security professional and average joe
- By Quella on 01-11-19
By: Charles Arthur
What listeners say about Time Series Forecasting in Python
Average customer ratingsReviews - Please select the tabs below to change the source of reviews.
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- juliamc
- 12-12-23
Not meant to be an audiobook
It's appaling how the publishers put zero effort into turning this book into an audiobook. Do not waste your time and money by investing this audiobook, it shouldn't even exist in Audible catalog.
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