Techinaut
TECHINAUT

A LEVEL

4.5 (15)
NIELIT

Artificial Intelligence Concepts and R Programming

A9.5-R5.1-A-Level-(Nielit)

This course will teach students how to program & design algorithms for problem-solving & artificial intelligence.Focus on iterative improvement optimization problems, including the use of classical algorithms & gradient-free methods.

Artificial Intelligence

9 Lessons

Artificial Intelligence

120 Hours - (Theory: 48 hrs + Practical: 72 hrs)

Artificial Intelligence

100+ students enrolled

Overview
Course Description

This course introduces the basics of artificial intelligence and introduces R programming.To develop autonomous agents, draw inferences in uncertain environments, and optimize actions under arbitrary reward structures.

What you'll learn
  • You should learn the introduction to AI and then introduces the principles behind Machine Learning.
  • How to use of matrices, which can be used to solve problems quickly.
  • You should main applications of AI, including smart speakers and self-driving cars.
  • The concepts of supervised learning and reinforcement learning are also presented, along with classification and labeling models.
  • The significant implications of AI.
  • Learn R programming tool to obtain results of statistical data analysis problems.
Course Content

  • Artificial IntelligenceLecture 1.1 Introduction to Artificial Intelligence (AI), history of AI

    Artificial Intelligence 02:53

  • Artificial IntelligenceLecture 1.2 Advantages of AI, need for AI

    Artificial Intelligence 02:53

  • Artificial IntelligenceLecture 1.3 structure of Agents, agent program

    Artificial Intelligence 02:53

  • Artificial IntelligenceLecture 1.4 Foundations of AI based Systems

    Artificial Intelligence 02:53

  • Artificial IntelligenceLecture 1.5 Introduction to Business Intelligence

    Artificial Intelligence 02:53

  • Artificial IntelligenceLecture 1.6 Introduction to OLAP, OLTP, data mining & data warehouse

    Artificial Intelligence 02:53

  • Applications of AILecture 2.1 Applications of AI, health care sector

    Artificial Intelligence 02:53

  • Applications of AILecture 2.2 Travel and navigations, entertainment, security

    Artificial Intelligence 02:53

  • Applications of AILecture 2.3 Automation, Automobile Industry

    Artificial Intelligence 02:53

  • Machine LearningLecture 3.1 Learning Systems. Supervised and Unsupervised Learning

    Artificial Intelligence 02:53

  • Machine LearningLecture 3.2 Machine Learning Algorithms

    Artificial Intelligence 02:53

  • Machine LearningLecture 3.3 Linear Regression, K-Nearest Neighbor Classifier

    Artificial Intelligence 02:53

  • Machine LearningLecture 3.4 Confusion Matrix, Root Mean Squared Error

    Artificial Intelligence 02:53

  • R Programming Lecture 4.1 R Programming: Basics - Vectors, Factors, Lists, Matrices

    R Programming 02:53

  • R Programming Lecture 4.2 Data visualization –bar plot, pie, scatterplot

    R Programming 02:53

  • Statistical Data AnalysisLecture 5.1 Statistical data analysis –Summary Statistics

    Statistical Data Analysis 02:53

  • Statistical Data AnalysisLecture 5.2 Probability distributions- Normal distribution

    Statistical Data Analysis 02:53

  • Internet and WWWLecture 6.1 Basic of Computer Networks

    Internet and WWW 02:53

  • Internet and WWWLecture 6.2 Concept of Internet & WWW

    Internet and WWW 02:53

  • Internet and WWWLecture 6.3 Applications of Internet

    Internet and WWW 02:53

  • Internet and WWWLecture 6.4 Introduction to IP Address, ISP and Role of ISP

    Internet and WWW 02:53

  • Internet and WWWLecture 6.5 Popular Web Browsers

    Internet and WWW 02:53

  • Internet and WWWLecture 6.5 Downloading Web Pages & Printing Web Pages

    Internet and WWW 02:53

  • e-Governance ServicesLecture 7.1 Structure of E-mail

    E-mail, Social Networking 02:53

  • E-mail, Social NetworkingLecture 7.2 Mailbox: Inbox and Outbox

    E-mail, Social Networking 02:53

  • E-mail, Social NetworkingLecture 7.3 Social Networking & e-Commerce

    E-mail, Social Networking 02:53

  • E-mail, Social NetworkingLecture 7.4 Introduction to Blogs

    E-mail, Social Networking 02:53

  • E-mail, Social NetworkingLecture 7.5 Overview of eGovernance Services

    E-mail, Social Networking 02:53

  • Digital FinancialLecture 8.1 Digital Financial Tools

    Digital Financial 02:53

  • Digital FinancialLecture 8.2 Understanding OTP

    Digital Financial 02:53

  • Digital FinancialLecture 8.3 AEPS

    Digital Financial 02:53

  • Digital FinancialLecture 8.4 USSD

    Digital Financial 02:53

  • Digital FinancialLecture 8.5 eWallet, PoS, RTGS

    Digital Financial 02:53

  • Cyber SecurityLecture 9.1 Introduction to Internet of Things

    Cyber Security 02:53

  • Cyber SecurityLecture 9.2 Big Data Analytics

    Cyber Security 02:53

  • Cyber SecurityLecture 9.3 Cloud Computing

    Cyber Security 02:53

  • Cyber SecurityLecture 9.4 Virtual Reality

    Cyber Security 02:53

  • Cyber SecurityLecture 9.5 Artificial Intelligence

    Cyber Security 02:53

  • Cyber SecurityLecture 9.6 Blockchain Technology

    Cyber Security 02:53

  • Cyber SecurityLecture 9.7 3D Printing/ Additive Manufacturing

    Cyber Security 02:53

  • Cyber SecurityLecture 9.8 Robotics Process Automation

    Cyber Security 02:53

  • Cyber SecurityLecture 9.9 Cyber Security

    Cyber Security 02:53
About Us
Techinaut
TECHINAUT

A LEVEL

4.5 Instructor Rating
Techinaut

100+ Courses

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Industry Expert

Techinaut

45000+ students enrolled

UI/UX Designer, with 7+ Years Experience. Guarantee of High Quality Work.

Skills: Web Design, UI Design, UX/UI Design, Mobile Design, User Interface Design, Sketch, Photoshop, GUI, Html, Css, Grid Systems, Typography, Minimal, Template, English, Bootstrap, Responsive Web Design, Pixel Perfect, Graphic Design, Corporate, Creative, Flat, Luxury and much more.

Available for:

  • 1. Full Time Office Work
  • 2. Remote Work
  • 3. Freelance
  • 4. Contract
  • 5. Worldwide
Reviews
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Nicole Brown

UX/UI Designer

4.5 Instructor Rating

“This is the second Photoshop course I have completed with Cristian. Worth every penny and recommend it highly. To get the most out of this course, its best to to take the Beginner to Advanced course first. The sound and video quality is of a good standard. Thank you Cristian. “

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