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Time Series Analysis, Forecasting, and Machine Learning

Time Series Analysis, Forecasting, and Machine Learning

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Hello friends!

Welcome to Time Series Analysis, Forecasting, and Machine Learning in Python.

Time Series Analysis has become an especially important field in recent years.

With inflation on the rise, many are turning to the stock market and cryptocurrencies in order to ensure their savings do not lose their value.

COVID–19 has shown us how forecasting is an essential tool for driving public health decisions.

Businesses are becoming increasingly efficient, forecasting inventory and operational needs ahead of time.

Let me cut to the chase. This is not your average Time Series Analysis course. This course covers modern developments such as deep learning, time series classification (which can drive user insights from smartphone data, or read your thoughts from electrical activity in the brain), and more.

We will cover techniques such as:

ETS and Exponential Smoothing

Holt’s Linear Trend Model

Holt–Winters Model

ARIMA, SARIMA, SARIMAX, and Auto ARIMA

ACF and PACF

Vector Autoregression and Moving Average Models (VAR, VMA, VARMA)

Machine Learning Models (including Logistic Regression, Support Vector Machines, and Random Forests)

Deep Learning Models (Artificial Neural Networks, Convolutional Neural Networks, and Recurrent Neural Networks)

GRUs and LSTMs for Time Series Forecasting

We will cover applications such as:

Time series forecasting of sales data

Specification: Time Series Analysis, Forecasting, and Machine Learning

Duration

22.5 hours

Year

2022

Level

Intermediate

Certificate

Yes

Quizzes

No

6 reviews for Time Series Analysis, Forecasting, and Machine Learning

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  1. David Constant

    The trainer’s delivery is a little stilted. Could be more conversational.

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  2. Mitesh Dhruv

    Great experience for me. Thank you Lazy Programmer! I have been waiting to learn Time Series Forecasting since 2019. I never got motivated due to the lack of quality materials. Now, thanks to this course, I finally got it done!

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  3. Tadd Hoffman

    I have never taken a course from Lazy Programmer before. He is extremely knowledgeable and doesn’t waste your time. These high level concepts are explained concisely and succinctly. If you don’t get something right away, rewind it and listen to it again. I know I’ll be able to immediately utilize these models in my day to day.

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  4. Roy Emmerson

    Lazy Programmer is a great teacher. Things have been really well explained so far, as somebody new to time series, I haven’t had any questions that haven’t been addressed in the course. Highly recommended for anybody that is looking to diversify their skill set in AI.

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  5. Carlos Andres Campo Gonzalez

    This course goes deeper than most. Great job !

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  6. Damon Gray

    Very well structured course!

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    Time Series Analysis, Forecasting, and Machine Learning
    Time Series Analysis, Forecasting, and Machine Learning

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