Watch R For Data Science Full Course | Data Science With R Full Course |Data Science Tutorial |Simplilearn Video Tutorial


Tutorial Details & Info

Tutorial Title: R For Data Science Full Course | Data Science With R Full Course |Data Science Tutorial |Simplilearn
Instructor / Channel: Simplilearn
Lesson Runtime: 24:55 Minutes
Publish Date: December 17, 2020
Total Students / Views: 129,243 views

Explore this free video tutorial for R For Data Science Full Course | Data Science With R Full Course |Data Science Tutorial |Simplilearn instructor Simplilearn. This full video course has a total duration of 24:55 minutes with crystal clear HD video and audio quality. Access this full online lesson without any subscription or sign-up required.

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Course Description & Lesson Notes

Official Video Description:

"🔥Microsoft Azure - Data Scientist - https://www.simplilearn.com/in/data-science-course?utm_campaign=iROHLA_TXQM&utm_medium=DescriptionFF&utm_source=Youtube 🔥IIT Kanpur - Professional Certificate Course in AI-Powered Data Analytics - https://www.simplilearn.com/iitk-professional-certificate-course-data-analytics?utm_campaign=iROHLA_TXQM&utm_medium=DescriptionFF&utm_source=Youtube 🔥IITM Pravartak - Professional Certificate Program in AI-Powered Data Analytics - https://www.simplilearn.com/iitm-ai-data-analytics-program?utm_campaign=iROHLA_TXQM&utm_medium=DescriptionFF&utm_source=Youtube 🔥Applied Data Science with Python - https://www.simplilearn.com/big-data-and-analytics/python-for-data-science-training?utm_campaign=iROHLA_TXQM&utm_medium=DescriptionFF&utm_source=Youtube 🔥Micrososft Azure - Data Analyst Course - https://www.simplilearn.com/data-analyst-certification-course?utm_campaign=iROHLA_TXQM&utm_medium=DescriptionFF&utm_source=Youtube" In this video on R for Data Science Full Course, we’ll start by learning data science from an animated video. You will then learn the essential concepts in data science and understand the important packages in R for data science. You will look at some of the widely used data science algorithms such as Linear regression, logistic regression, decision trees, and random forest, including time-series analysis. Finally, you will get an idea about the Salary structure, Skills, Jobs, and resume of a data scientist. Dataset Link - https://drive.google.com/drive/folders/1Wn2TRSbM2CHzxEk-qclzGJcyZT4LHeRV 00:00:00 Data science in 5 min 00:05:23 Data science concept 00:17:40 Data science package in R 01:18:51 Linear Regression in R 01:47:07 Use Case :Linear Regression 02:04:31 Logistic Regression in R 02:22:37 Decision tree in R 03:22:03 Random forest in R 04:02:10 What is clustering 04:43:54 Time series analysis 05:54:16 Salary, Skills, and resume ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Data Science training videos: https://bit.ly/3fKucdD #RForDataScience #DataScienceWithR #DataScienceWithRFullCourse #DataScienceWithRTutorial #DataScienceFullCourse #DataScienceTutorial #DataScience #Simplilearn ➡️ 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/data-science-course?utm_campaign=RForDSFullCourseDec172020&utm_medium=Description&utm_source=youtube

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🎓 Lesson Overview & Learning Outcomes:

Welcome to the step-by-step video guide for R For Data Science Full Course | Data Science With R Full Course |Data Science Tutorial |Simplilearn taught by Simplilearn. This tutorial provides a comprehensive walkthrough designed to take you from foundational principles to practical implementation.

💡 Key Topics Covered in This Course:

  • Core Fundamentals & Setup: Understanding the workspace, essential tools, and initial setup for R For Data Science Full Course | Data Science With R Full Course |Data Science Tutorial |Simplilearn.
  • Step-by-Step Practical Demonstration: Hands-on implementation guided by Simplilearn with real-world examples.
  • Best Practices & Key Shortcuts: Time-saving workflows, keyboard shortcuts, and industry-standard recommendations.
  • Troubleshooting & Common Pitfalls: How to avoid common beginner errors and optimize your workflow for peak efficiency.

📋 Recommended Prerequisites & Study Notes:

No prior advanced experience is required. Follow along with the video player above on any desktop computer, tablet, or mobile device. Pause and rewind at key steps to practice along with the instructor.

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