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R Language – Use in AI Course

Original price was: INR ₹49,998.00.Current price is: INR ₹24,999.00.

Course Overview

R Language – Use in AI is an 8-week comprehensive program designed for M.Tech, M.Sc, and MCA students, as well as professionals from industries like BFSI, IT services, and consulting. This course introduces participants to the use of R in data science, machine learning, deep learning, and natural language processing (NLP). Participants will gain practical skills and deep insights into integrating R with AI-driven projects, equipping them to solve real-world problems across sectors such as business analytics and healthcare.

R Language – Use in AI

Harness the Power of R for Advanced AI Solutions

Course Overview

R Language – Use in AI is an 8-week comprehensive program designed for M.Tech, M.Sc, and MCA students, as well as professionals from industries like BFSI, IT services, and consulting. This course introduces participants to the use of R in data science, machine learning, deep learning, and natural language processing (NLP). Participants will gain practical skills and deep insights into integrating R with AI-driven projects, equipping them to solve real-world problems across sectors such as business analytics and healthcare.

Course Goals

The course aims to explore the vast capabilities of R in artificial intelligence, helping participants master R's statistical and machine learning tools for developing AI solutions. Participants will learn to manipulate, visualize, and analyze data effectively while applying AI methodologies to a variety of industry challenges.

Program Objectives

  • Proficiency in R for AI: Gain a solid understanding of using R in AI applications, from data management to advanced modeling.
  • Data Science Skills: Develop skills in data manipulation, visualization, and analysis using R packages like dplyr and ggplot2.
  • AI Solution Development: Learn to design and implement AI solutions using R for real-world projects.

Program Structure

  • Module 1: Introduction to R for AI
    • Overview of R, its IDEs, and its role in AI
    • Setting up the R environment and understanding fundamental programming concepts
  • Module 2: Data Management in R
    • Techniques for data manipulation using dplyr
    • Data visualization using Base R graphics and ggplot2
  • Module 3: Machine Learning with R
    • Supervised learning techniques like regression and classification
    • Unsupervised learning methods such as clustering and dimensionality reduction
  • Module 4: Advanced AI Techniques in R
    • Building neural networks with Keras and exploring deep learning applications
    • Implementing natural language processing (NLP) for text analysis in R
  • Module 5: Real-World AI Applications Using R
    • Applications of AI in business analytics and healthcare
    • Predictive analytics and medical image analysis using R
  • Module 6: Capstone Project and Implementation
    • Design, implementation, and presentation of a comprehensive AI project using R

Eligibility

  • Students: M.Tech, M.Sc, and MCA students in IT, computer science, data science, or related fields.
  • Professionals: E0 & E1 level professionals in BFSI, IT services, consulting, and fintech looking to enhance their AI capabilities using R.

Learning Outcomes

  • Advanced R Skills: Master the use of R for advanced AI applications, including deep learning and NLP.
  • Strategic AI Implementation: Develop the ability to strategically deploy R-based AI solutions across various industries.
  • Innovative Thinking: Strengthen your ability to innovate and improve processes using AI technologies.

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Certification

  • Upon successful completion of the workshop, participants will be awarded a Certificate of Completion, validating their skills and knowledge in advanced AI ethics and regulatory frameworks. This certification can be added to your LinkedIn profile or shared with employers to demonstrate your commitment to ethical AI practices.

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