A Journey into the Worlds of Machine Learning from Pluralsight

This talk is the flagship for machine learning with TensorFlow.js that delivers unique learning with immersive, mind-stretching projects.

This talk is the flagship for machine learning with TensorFlow.js that delivers unique learning with immersive, mind-stretching projects. We’ll start by learning the basics and perfecting your knowledge of Machine Learning and TensorFlow.js by building a digit classifier. Then, we’ll develop your expertise in core TensorFlow.js concepts and Reinforcement Learning(RL) and develop a self-driving car that learns how to drive itself. We’ll finish off by adding a touch of the magic of neural networks to the Angular application by building an image classifier.

What's inside

Syllabus

A Journey into the Worlds of Machine Learning

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Introduces Machine Learning, which is standard in Artificial Intelligence

Uses TensorFlow.js, which is a sought-after skill in this field

Offers hands-on labs and interactive materials

Develops core TensorFlow.js concepts and Reinforcement Learning

Teaches digital classification and image classification as well as self-driving cars

Career center

Learners who complete A Journey into the Worlds of Machine Learning will develop knowledge and skills that may be useful to these careers:

Machine Learning Engineer

Machine Learning Engineers design, implement, and maintain the machine learning systems that power a wide range of products and services, from self-driving cars to personalized recommendations. This course can help you build a strong foundation in the fundamentals of machine learning, including supervised and unsupervised learning, natural language processing, and computer vision. You'll also learn how to use TensorFlow.js to build and train machine learning models, making it applicable to front-end development and deploy them to the web.

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Data Scientist

Data Scientists use their knowledge of statistics, mathematics, and computer science to extract insights from data. This course can help you develop the skills you need to become a successful Data Scientist, including data wrangling, data visualization, and machine learning. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Software Engineer

Software Engineers design, develop, and maintain software systems. This course can help you build a strong foundation in the fundamentals of software engineering, including object-oriented programming, data structures, and algorithms. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to add intelligence to software applications.

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Data Analyst

Data Analysts use their knowledge of statistics, mathematics, and computer science to analyze data and extract insights. This course can help you build a strong foundation in the fundamentals of data analysis, including data wrangling, data visualization, and machine learning. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Web Developer

Web Developers design, develop, and maintain websites and web applications. This course can help you build a strong foundation in the fundamentals of web development, including HTML, CSS, JavaScript, and web frameworks. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to add intelligence to web applications.

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Product Manager

Product Managers are responsible for the development and launch of new products. This course can help you build a strong foundation in the fundamentals of product management, including product design, market research, and customer feedback. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Operations Manager

Operations Managers are responsible for the day-to-day operations of an organization. This course can help you build a strong foundation in the fundamentals of operations management, including process improvement, supply chain management, and quality control. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Actuary

Actuaries use their knowledge of mathematics, statistics, and economics to assess risk and develop financial plans. This course can help you build a strong foundation in the fundamentals of actuarial science, including risk management, insurance, and pensions. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Computer Scientist

Computer Scientists use their knowledge of computer science to design, develop, and maintain computer systems. This course can help you build a strong foundation in the fundamentals of computer science, including computer architecture, operating systems, and programming languages. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Marketing Manager

Marketing Managers are responsible for developing and executing marketing campaigns. This course can help you build a strong foundation in the fundamentals of marketing, including market research, advertising, and public relations. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Mathematician

Mathematicians use their knowledge of mathematics to solve problems and develop new theories. This course can help you build a strong foundation in the fundamentals of mathematics, including algebra, calculus, and statistics. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Sales Manager

Sales Managers are responsible for leading and motivating sales teams. This course can help you build a strong foundation in the fundamentals of sales, including sales techniques, customer relationship management, and negotiation. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Business Analyst

Business Analysts use their knowledge of business and technology to help organizations improve their performance. This course can help you build a strong foundation in the fundamentals of business analysis, including data analysis, process improvement, and stakeholder management. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Statistician

Statisticians use their knowledge of statistics and mathematics to collect, analyze, and interpret data. This course can help you build a strong foundation in the fundamentals of statistics, including data collection, data analysis, and data visualization. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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Financial Analyst

Financial Analysts use their knowledge of finance and economics to analyze financial data and make investment recommendations. This course can help you build a strong foundation in the fundamentals of financial analysis, including financial statement analysis, valuation, and risk management. You'll also learn how to use TensorFlow.js to build and train machine learning models, which can be used to analyze data and make predictions.

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A Journey into the Worlds of Machine Learning

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