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Learning

The Most Important Tech Skill

Speaker: Mattias Andersson (Principal Developer Advocate, Pluralsight)

In a tech career, your ability to learn is your #1 skill. And like any skill, you can get better at it. So, let’s learn how to learn more effectively and efficiently. We’ll take a quick look at how the brain learns, then look at some different techniques and practical tips you can apply.

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What's inside

Syllabus

Learning: The most important tech skill

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Teaches practical tips that are immediately applicable in industry

Provides foundational concepts in effective learning

Explores key techniques for professional growth and development in tech

Includes insights from notable industry experts

Does not require prior technical fluency in the subject matter

Emphasizes self-directed learning and may not be suitable for all learners

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Learning: The Most Important Tech Skill with these activities:

Review the basics of learning theory

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Familiarize yourself with the principles of learning to enhance your ability to learn effectively.

Browse courses on Learning Theory

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Read an introductory article on learning theory.
Watch a video lecture on the topic.
Take a quiz to test your understanding.

Read a book on learning theory

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Reading a book on learning theory can help you learn more about the topic and improve your understanding of the principles of learning.

Browse courses on Learning Theory

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Find a book on learning theory that interests you.
Read the book.
Take notes on the key concepts.

Review Notecards

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Review basic machine learning algorithms to help prepare you for this course

Browse courses on Machine Learning Fundamentals

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Gather your existing notes on machine learning algorithms.
Organize your notes by algorithm type, such as supervised and unsupervised.
Create flashcards for each algorithm, including its purpose, key equations, and applications.
Review the flashcards regularly, actively recalling the information.

Ten other activities

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Create a course notebook or digital collection

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Creating a course notebook or digital collection can help you organize and keep track of all of your course materials.

Browse courses on Note-Taking

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Gather your course materials.
Create a system for organizing your materials.
Add to your notebook or collection as you progress through the course.

Organize Course Resources

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Enhance your learning experience by organizing course resources

Browse courses on Machine Learning

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Create a dedicated folder or notebook for the course materials.
Download and save all course lectures, slides, and assignments.
Organize the materials into logical sections or topics.
Consider using a citation manager or note-taking app for better organization.

Watch video tutorials on the course topics

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Watching video tutorials can help you understand the course material in a more interactive way.

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Find video tutorials on the course topics.
Watch the tutorials.
Take notes on the key concepts.

Join a study group

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Participating in a study group can help you learn from others and improve your understanding of the course material.

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Find a study group to join.
Attend the study group meetings regularly.
Participate in the discussions.

Develop a Summary Slide

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Condense your understanding of a specific machine learning concept by summarizing it in a single slide

Browse courses on Neural Networks

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Choose a specific neural network architecture or machine learning algorithm to summarize.
Create a new slide in your preferred presentation software.
Include a succinct explanation of the concept, its key features and applications.
Incorporate relevant visuals, such as diagrams or equations, to enhance understanding.
Review and refine your summary slide for clarity and accuracy.

Practice applying learning techniques

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Apply the learning techniques you've learned to improve your ability to retain information.

Browse courses on Active Recall

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Choose a topic you want to learn.
Use active recall to test your understanding.
Use spaced repetition to review the material.
Use elaboration to connect the new information to what you already know.

Explore Interactive Learning Platforms

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Deepen your understanding of machine learning frameworks by exploring hands-on tutorials

Browse courses on Machine Learning

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Identify a reputable interactive learning platform, such as Coursera, edX, or Kaggle.
Search for tutorials or courses that align with the topics covered in this course.
Follow the tutorials step-by-step, applying the concepts and techniques to practical examples.
Experiment with different machine learning libraries and algorithms in a guided environment.

Solve Algorithmic Problems

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Brush up on your problem-solving abilities by practicing algorithmic challenges

Browse courses on Data Structures

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Register on an online coding platform like LeetCode or HackerRank.
Select algorithmic problems that are relevant to machine learning, such as sorting, searching, and graph traversal.
Attempt to solve the problems on your own, referencing documentation if needed.
Analyze your solutions for efficiency and optimality.

Create a study guide or cheat sheet

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Creating a study guide or cheat sheet can help you organize and retain the key concepts from the course.

Browse courses on Note-Taking

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Review the course materials.
Identify the key concepts.
Create a study guide or cheat sheet that summarizes the key concepts.

Create a project that applies the learning techniques you've learned

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Completing a project that applies the learning techniques you've learned can help you solidify your understanding of the material and improve your ability to apply it to real-world situations.

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Choose a project that you're interested in and that will challenge you.
Plan your project.
Execute your project.
Reflect on your project and what you learned.

Career center

Learners who complete Learning: The Most Important Tech Skill will develop knowledge and skills that may be useful to these careers:

Instructional Coordinator

Instructional Coordinators are responsible for developing, implementing, and evaluating educational programs. They work with instructors, students, and administrators to ensure that the learning experience is effective and efficient. This course on learning can help you to improve your skills in designing and delivering instruction, assessing student learning, and using technology to enhance the learning process.

See salaries and explore the career path for Instructional Coordinator

Curriculum Developer

Curriculum Developers are responsible for planning, developing, and implementing educational programs. They work with teachers, administrators, and other stakeholders to ensure that the curriculum is aligned with the needs of students and the goals of the organization. This course on learning can help you to develop the skills you need to analyze learning needs, design and develop curriculum, and evaluate the effectiveness of educational programs.

See salaries and explore the career path for Curriculum Developer

Instructional Designer

Instructional Designers are responsible for designing and developing educational materials and experiences. They work with teachers, curriculum developers, and other stakeholders to create learning materials that are effective and engaging. This course on learning can help you to develop the skills you need to analyze learning needs, design and develop instructional materials, and evaluate the effectiveness of instructional design.

See salaries and explore the career path for Instructional Designer

Educational Consultant

Educational Consultants work with schools, businesses, and other organizations to improve the quality of education. They provide advice and guidance on a variety of topics, including curriculum development, instructional design, and assessment. This course on learning can help you to develop the skills you need to assess learning needs, design and deliver instruction, and evaluate the effectiveness of educational programs.

See salaries and explore the career path for Educational Consultant

Training Manager

Training Managers are responsible for planning, developing, and implementing training programs for employees. They work with senior management to identify the skills and knowledge that employees need to succeed, and they design and deliver programs that help employees to develop those skills and knowledge. This course on learning can help you to develop the skills you need to assess learning needs, design and deliver instruction, and evaluate the effectiveness of training programs.

See salaries and explore the career path for Training Manager

Education Researcher

Education Researchers are responsible for conducting research on educational topics. They use research methods to investigate how students learn, how teachers teach, and how schools can be improved. This course on learning can help you to develop the skills you need to conduct research on educational topics, analyze data, and draw conclusions from your research.

See salaries and explore the career path for Education Researcher

Corporate Trainer

Corporate Trainers are responsible for developing and delivering training programs for employees. They work with senior management to identify the skills and knowledge that employees need to succeed, and they design and deliver programs that help employees to develop those skills and knowledge. This course on learning can help you to develop the skills you need to assess learning needs, design and deliver instruction, and evaluate the effectiveness of training programs.

See salaries and explore the career path for Corporate Trainer

Higher Education Administrator

Higher Education Administrators are responsible for managing the operations of colleges and universities. They work with faculty, staff, and students to ensure that the institution is running smoothly and that students are receiving a quality education. This course on learning can help you to develop the skills you need to manage the operations of a college or university, work with faculty and staff, and support student learning.

See salaries and explore the career path for Higher Education Administrator

Teacher

Teachers are responsible for planning, delivering, and assessing instruction. They work with students to create a positive learning environment and to help students to achieve their academic goals. This course on learning can help you to develop the skills you need to assess learning needs, design and deliver instruction, and evaluate student learning.

See salaries and explore the career path for Teacher

Learning and Development Manager

Learning and Development Managers are responsible for planning, developing, and implementing learning and development programs for employees. They work with senior management to identify the skills and knowledge that employees need to succeed, and they design and deliver programs that help employees to develop those skills and knowledge. This course on learning can help you to develop the skills you need to assess learning needs, design and deliver instruction, and evaluate the effectiveness of learning and development programs.

See salaries and explore the career path for Learning and Development Manager

Technical Writer

Technical Writers are responsible for creating documentation for technical products and services. They work with engineers, product managers, and other stakeholders to create documentation that is clear, concise, and accurate. This course on learning can help you to develop the skills you need to write clear and concise technical documentation, and to organize and present information effectively.

See salaries and explore the career path for Technical Writer

Museum curator

Museum Curators are responsible for managing and preserving museum collections. They work with donors, collectors, and other stakeholders to acquire, catalog, and preserve museum artifacts. This course on learning can help you to develop the skills you need to manage and preserve museum collections, and to help visitors learn about the museum's collection.

See salaries and explore the career path for Museum curator

Knowledge Manager

Knowledge Managers are responsible for managing the knowledge and expertise of an organization. They work with employees to identify, capture, and share knowledge and expertise. This course on learning can help you to develop the skills you need to manage the knowledge and expertise of an organization, and to create a culture of learning and knowledge sharing.

See salaries and explore the career path for Knowledge Manager

Archivist

Archivists are responsible for preserving and providing access to historical records. They work with researchers and other stakeholders to identify, acquire, and preserve historical records. This course on learning can help you to develop the skills you need to preserve and provide access to historical records, and to help researchers find the information they need.

See salaries and explore the career path for Archivist

Librarian

Librarians are responsible for managing and providing access to information. They work with patrons to find the information they need, and they help to organize and catalog library collections. This course on learning can help you to develop the skills you need to manage and provide access to information, and to help patrons find the information they need.

See salaries and explore the career path for Librarian

Reading list

We've selected 13 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Learning: The Most Important Tech Skill.

Learning How to Learn

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Provides a comprehensive overview of the science of learning and offers practical tips on how to learn more effectively and efficiently, which complements the course's focus on developing effective learning strategies.

Learning

The Most Important Tech Skill

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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