The Most Powerful 

 Time Series  Analysis  

Course

Learn time series and all sorts of time related data in Python Forecasting, Time Series Analysis, Predictive Analytics and many more!

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What you'll learn

Are you ready to start your path to becoming a Data Scientist!

This course will teach you everything you need to know to use Python for forecasting time series data to predict new future data points.

 You will learn about the stats models library and its powerful built in Time Series Analysis Tools. Including learning about Error-Trend-Seasonality decomposition and basic Holt-Winters methods.

Afterwards we'll get to the heart of the course, covering general forecasting models. We'll talk about creating AutoCorrelation and Partial AutoCorrelation charts and using them in conjunction with powerful ARIMA based models, including Seasonal ARIMA models and SARIMAX to include Exogenous data points.

We even covers Facebook's Prophet library, a simple to use, yet powerful Python library developed to forecast into the future with time series data.

So what are you waiting for! Learn how to work with your time series data and forecast the future!

We'll see you inside the course!


Requirements

  • Some programming experience


Who this course is for:

  • This course is meant for people with at least some programming experience

Course Details

Introduction

Learn about time series analysis foundations.

Pandas for Time Series

In this module you will learn 

  • DateTime Index
  • Time Resampling
  • Time Shifting
  • Rolling and Expanding
  • Visualizing Time Series Data

Time Series Analysis and forcasting

Here you will deep dive in 

  • Decomposition
  • Simple Moving Average
  • Exponential Smoothing with ETS
  • Judgmental Forecasts - Qualitative Forecasting Methods

ARIMA

In this Module you discover 

  • ARIMA Models
  • ARIMA Model Calculations
  • Simulating Time Series Based on ARIMA
  • ARIMA Forecasts

StatsModel

In this Module you discover 

  • Introduction Statsmodels
  • Holt - Winters Methods Theory

Facebook's Prophet Library

In this Module you discover 

  • Overview of Facebook's Prophet Library
  • Facebook Prophet Evaluation
  • Facebook Prophet Trend
  • Facebook Prophet Seasonality

Details and Sample Certificate

Total duration:  

30hrs/3 Months

additional materials:  

pdf., videos

related courses:  

Machine Learning

assessment :

 Online Exam

course rating : 

Why to choose Us

TechNet Consultancy training program crafted by industry expert to make you expert.

Lifetime Support and Learning

We will provide you lifetime free skill upgrade on your registered course.

You can attend any number of batches. 

Blend mode Training

you can convert your training from online to offline or vice versa, without paying anything extra.

LifeTime Access

Lifetime Access to our online training portal and free skill upgrade on your selected course.

Learn from Industry Expert

Learn and interact with industry experts. Get benefited from their experience. 

Case Study and Projects

Work with real time project and case studies  to get better hands on  to get job easier.

Certification

Get Certification of achievement on successfully completion on course. 

Don’t wait! Look at what past students have to say about this course

My best experience till date of learning

" It was an awesome learning experience. The hands-on assignments and the various resources provided by TechNet Consultancy is excellent. The class room sessions were simply awesome. The trainer Mr. Gulab Chand Tejwani keep motivating and engaging learning activity, covered all topics span and majorly ensured that the entire class was moving forward together. My special thanks to the Gulab Sir & Dimpal madam for his interest and dedication. Thanks once again to TechNet Consultancy."

HitShri

(Researcher)

"

Love to learn with TechNet

" I love to learn with TechNet Consultancy.There team is too supportive and provide hands on trainings. I specially thanks to Dimpal Madam and Gulab Sir to make my dreams come true.."

Kinjal Patel

( Professor)

"

everyone is Focused 

" This is one of the best-designed course, very informative and well paced. The best feature of all coursed from TechNet Consultancy is the classroom session with individual attention on everyone to make everyone to grow. Gulab Sir has loads of patience and his way of explaining things are just remarkable. I might have better comments to add here, once I learn more! Great Jobs guys!"

Thirth

( Student)

"

7 DAYS MONEY BACK GUARANTEE

If you are not happy with our learning and you feel that we are not adding value in your career,you can ask for refund within first 2 session or 7 Days which ever occur first,. 

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