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Machine Learning with MATLAB

Machine Learning with MATLAB

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Course Overview

Key Feature

Course outline

Learning Uses

Prerequisites

Machine Learning with Octave/MATLAB is one of the most important new technologies to emerge into popular consciousness in the last decade, transforming fields from consumer electronics & healthcare to retail. This has led to intense curiosity about Machine Learning field among many students & working professionals in the field. Machine Learning MATLAB | Machine learning using Octave | MATLAB machine learning training | Machine Learning MATLAB Certification

Machine Learning (AI) is an integral part and an application of artificial intelligence algorithms (AI) that provides systems the ability to analyze data and automatically learn and improve from past experience without being explicitly programmed or any coding. Machine learning focuses on the development of computer programs that can access data and use it learn for themselves. A complete digital transformation.

Obviously, there is a lot more to machine learning algorithms. Machine Learning and AI is a broad topic and a masters program ranging from simple calculators to self-steering technology to something that might radically change the future like self-driving cars by UBER ATG.

Have you ever think that why Google Algorithms is showing accurate search result Machine learning (ML) is behind all these innovations. It represents a key evolution in the fields of computer science, data analysis, software engineering, and artificial intelligence. According to some sources Since 2014, there has been a 200% Y-o- Y increase in “Data Scientist” job searches and a 50% Y-o- Y increase in job listings. This Nano degree program will teach you how to apply predictive models to massive data sets in fields like finance, healthcare, education, and more.

What is Machine learning with Matlab course all about?

In recent years, we have seen a resurgence in AI, or artificial intelligence, and machine learning. Machine learning has led to some amazing results, like being able to
analyze medical images and predict diseases on-par with human experts.

Google’s AlphaGo program was able to beat a world champion in the
strategy game goes using deep reinforcement learning.

Machine learning is even being used to program self-driving cars, which
is going to change the automotive industry forever. Imagine a world with drastically reduced car accidents, simply by removing the element of human error.

Google famously announced that they are now ” machine learning first” and companies like NVIDIA and Amazon have followed suit, and this is what’s going to drive innovation in the coming years.

Machine learning is embedded into all sorts of different products, and
it’s used in many industries, like finance, online advertising, medicine, and robotics.
It is a widely applicable tool that will benefit you no matter what industry you are in, and it will also open up a ton of career opportunities once you get good.

Machine learning also raises some philosophical questions. Are we building a machine that can think? What does it mean to be conscious?
Will computers one day take over the world?
This course will go from basics to advance. Step by step approach will make it’s easy to understand Machine Learning.

  • 4 Days / 32 Hrs For Classroom or Online Training
  • Soft copy of Study materials
  • Course Completion Certificate
  • Flexibility to choose classes
  • Training by Certified World class trainer
  • Industry wise – Real life practical examples
  • Teaching assistance to support your learning journey
  • Learn the required skills using Technocerts.

Introduction of MATLAB

  • Introduction of Matlab
  • Installing MATLAB / Octave
  • The MATLAB Environment.
  • MATLAB introduction.

MATLAB Basic FUNCTION

  • MATLAB Variables: Arithmetical & Logical Operations.
  • MATLAB Calculations and Functions

Visualization

  • Line plots
  • Annotating Graphs
  • Vectors and Matrices

Conditional statements: MATLAB programming

  • For Loop, while loop and If-else statement.

Overview of Linear Algebra.

  • Introduction to section
  • Linear Algebra Theory – 1
  • Linear Algebra Theory – 2
  • Linear Algebra Theory – 3
  • Moving Data Around
  • Manipulation of DATA
  • Computations on DATA
  • Linear Algebra Quiz

Introduction to Machine Learning

  • A brief Introduction to machine learning.
  • Learning Algorithms

Linear Regression Algorithm with Single Variable: Theory

  • LR: Representation.
  • LR: Evaluation
  • LR: Optimization
  • Linear regression Quiz

Linear Regression with single variable: Programming

  • Exercise
  • Representation of plotting of data
  • Evaluation and Optimization: Application out from first Learning
  • Algorithm

Some of the top MNCs that are using Machine learning:

Apple, Pindrop, Salesforce, Intel, Microsoft, Baidu, and Google these are the top 7 companies which are using Machine Learning.

Target audience for Machine Learning with Python training:

The target audience for this course includes students and professionals who are interested in learning robotics & biometrics This Machine learning with python course is also for people who are very keen about learning Artificial Intelligence & Machine learning with MATLAB.

  • Basic knowledge of mathematics is required especially linear algebra, calculus, probability, Matrices.
  • Some basic knowledge of coding
  • If you some knowledge of a language like R, Python and tools like MATLAB it will have an extra edge.
  • At least high school level math skills will be required

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