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Time Series Analysis - 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn
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Data Science [2026 Updated] | Data Science Course | Data Science Tutorial For Beginners | Data Science Projects | Data Science Training | Simplilearn - Time Series Analysis - 2 | Time Series in R | ARIMA Model Forecasting | Data Science | Simplilearn

Unlock the Power of Data: Dive into the Essentials of Data Science with Simplilearn! Perfect for Beginners – Learn Key Concepts, Techniques, and Career Insights to Launch Your Data Science Journey Today!

4.0 (2)
24 learners

What you'll learn

Understand the fundamental concepts and tools in data science, including Python and R programming.
Apply statistical techniques and machine learning algorithms to analyze and interpret datasets.
Develop the ability to perform data visualization using tools like Tableau and Excel.
Explore career paths in data science, including roles, responsibilities, and key skills needed.

This course includes

  • 218.5 hours of video
  • Certificate of completion
  • Access on mobile and TV

Summary

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Full Transcript

️🔥IBM - Data Scientist - https://www.simplilearn.com/data-science-course?utm_campaign=Y5T3ZEMZZKs&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥IBM - Data Analyst - https://www.simplilearn.com/data-analyst-certification-course?utm_campaign=Y5T3ZEMZZKs&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥PL-300 Microsoft Power BI Certification Training with Exam - https://www.simplilearn.com/power-bi-certification-training-course?utm_campaign=Y5T3ZEMZZKs&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥Tableau Desktop Specialist Certification Training - https://www.simplilearn.com/tableau-training-and-data-visualization-course?utm_campaign=Y5T3ZEMZZKs&utm_medium=DescriptionFFF&utm_source=Youtube This Time Series Analysis - 2 in R tutorial will help you understand what is ARIMA model forecasting, what is correlation, and auto-correlation. You will also see a use case implementation in which we forecast sales of air tickets using ARIMA. Finally, we will also look at how to validate a model using Ljung-Box text. Let's begin this time series in R video! The topics covered in this video on time series in R are: Introduction 00:00:00 What Is Time Series 00:00:36 Introduction to ARIMA Model 00:03:04 Auto Correlation and Partial Auto Correlation 00:08:20 Use Case on ARIMA 00:10:03 Model validating using Ljung-Box text 00:15:08 Link to Time Series Analysis Part-1: https://www.youtube.com/watch?v=gj4L2isnOf8 You can also go through the slides here: https://goo.gl/9GGwHG To learn more about Data Science, subscribe to our YouTube channel: https://www.youtube.com/user/Simplilearn?sub_confirmation=1 Watch more videos on Data Science: https://www.youtube.com/watch?v=0gf5iLTbiQM&list=PLEiEAq2VkUUIEQ7ENKU5Gv0HpRDtOphC6 #DataScienceWithPython #DataScienceWithR #DataScienceCourse #DataScience #DataScientist #BusinessAnalytics #MachineLearning ➡️ About Data Science Course in collaboration with IBM This Data Science course in collaboration with IBM propels your career to become a data scientist. Gain expertise in in-demand skills like Python, SQL, Excel, Machine Learning, Tableau, generative AI, and more. Dive deep into data interpretation nuances, master Machine Learning, and enhance programming skills to elevate your Data Science career. Key Features ✅ Simplilearn's JobAssist helps you get noticed by top hiring companies ✅ Masterclasses from IBM experts ✅ Dedicated live sessions by faculty of industry experts ✅ Industry-recognized Data Scientist Master’s certificate from Simplilearn ✅ Industry-recognized IBM certifications for IBM courses ✅ Ask-Me-Anything (AMA) sessions with IBM leadership ✅ Capstone from 3 domains and 25+ projects ✅ Exclusive hackathons conducted by IBM ✅ Lifetime access to self-paced learning content ✅ Program crafted to initiate your journey as a Data Scientist ✅ Integrated labs for hands-on learning experience Skills Covered ✅ Generative AI ✅ Prompt Engineering ✅ ChatGPT ✅ Exploratory Data Analysis ✅ Descriptive Statistics ✅ Inferential Statistics ✅ Explainable AI ✅ Conversational AI ✅ Large Language Models ✅ Model Building and Finetuning ✅ Ensemble Learning ✅ Data Visualization ✅ Database Management 👉 Learn More At: https://www.simplilearn.com/iitk-professional-certificate-course-data-analytics?utm_campaign=TimeSeries&utm_medium=Description&utm_source=youtube 🔥🔥

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