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#Computational Thinking

Showing: 42 courses
Meeting Cpp

Introduction to Programming with C++ for Engineers

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Discover key concepts of C++ programming tailored for engineers, exploring practical applications and fundamental principles in this concise introduction.
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1 Lesons
12 minutes
On-Demand
Free-Video
The Julia Programming Language

Discrete and Continuous Mathematics - MIT Computational Thinking Spring 2021 - Lecture 14

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Explore discrete and continuous mathematics, bridging concepts through indexing, function evaluation, area calculation, and random walks in computational thinking.
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9 Lesons
54 minutes
On-Demand
Free-Video
The Julia Programming Language

Random Walks II - Lecture 13

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Explore random walks, Pascal's triangle, and probability distributions using Julia programming. Learn to implement time evolution of probabilities and understand cumulative sums in computational thinking.
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9 Lesons
1 hour 3 minutes
On-Demand
Free-Video
The Julia Programming Language

Random Walks in Computational Thinking - Lecture 12

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Explore random walks in computational thinking, covering visualization, Julia concepts, benchmarking, and advanced topics like mutable structs and type parameters.
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12 Lesons
55 minutes
On-Demand
Free-Video
The Julia Programming Language

Random Variables as Types - Lecture 11

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Explore random variables as types in Julia programming, covering Gaussian distributions, sampling, abstract types, and generic programming for probability distributions.
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18 Lesons
51 minutes
On-Demand
Free-Video
The Julia Programming Language

Modeling with Stochastic Simulation - Lecture 10

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Explore stochastic simulation modeling using Julia, covering individual-based models, failure visualization, string interpolation, Bernoulli variables, and running simulations with practical examples.
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11 Lesons
55 minutes
On-Demand
Free-Video
The Julia Programming Language

Principal Component Analysis - Lecture 8

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Explore Principal Component Analysis: from matrix rank to SVD. Learn to measure data cloud size, understand correlated data, and navigate high-dimensional spaces using statistical techniques.
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14 Lesons
55 minutes
On-Demand
Free-Video
The Julia Programming Language

Transformations - Composability and Linearity in Computational Thinking - Lecture 4

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Explore composability and linearity in transformations, focusing on image processing applications and advanced Julia programming techniques for vector-valued functions and linear/nonlinear transformations.
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12 Lesons
55 minutes
On-Demand
Free-Video
The Julia Programming Language

Transformations and Automatic Differentiation in Computational Thinking - Lecture 3

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Explore transformations and automatic differentiation in Julia, covering linear and non-linear transformations, function types, and applications in machine learning, with practical examples and visualizations.
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20 Lesons
54 minutes
On-Demand
Free-Video
The Julia Programming Language

Transforming Images and Image Processing Techniques - Lecture 2

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Explore image transformation techniques using Julia, including downsampling, linear combinations, convolutions, and filters. Learn about complexity, GPUs, and data structures in computational thinking.
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18 Lesons
53 minutes
On-Demand
Free-Video
The Julia Programming Language

Introduction to Arrays and Images in Computational Thinking - Lecture 1

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Explore computational thinking through image manipulation and array operations in Julia, with hands-on examples and an introduction to abstraction concepts.
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19 Lesons
58 minutes
On-Demand
Free-Video
The Julia Programming Language

Structure and Matrices in Julia Programming - Lecture 3

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Explore matrices, sparse structures, and SVD for image compression and computational thinking in Julia, with practical applications in machine learning and linear algebra.
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13 Lesons
33 minutes
On-Demand
Free-Video
Microsoft

Advent of Code: Solving Problems 9-11 - Tips and Tricks

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Explore Python solutions for Advent of Code problems 9-11. Learn methodologies, tips, and tricks for tackling complex algorithmic challenges and improving your programming skills.
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8 Lesons
1 hour 19 minutes
On-Demand
Free-Video
EuroPython Conference

When and How to Start Coding with Kids

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Explore scientific insights on teaching coding to children, including brain development, learning methods, and age-appropriate approaches. Discover benefits and practical starting points for introducing kids to programming.
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1 Lesons
44 minutes
On-Demand
Free-Video
Insights into Mathematics

A Socratic Look at Logical Weaknesses in Modern Pure Mathematics

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Exploring logical weaknesses in pure mathematics, focusing on continuum, analysis, and set theory. Challenges conventional understanding of limits and introduces computational thinking perspectives.
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13 Lesons
52 minutes
On-Demand
Free-Video
Wolfram

The Power of Abstraction Through History - Episode 7

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Explore the role of abstraction in human progress and its unique human capability with Jon and Conrad in this thought-provoking discussion.
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1 Lesons
34 minutes
On-Demand
Free-Video
Prof. Ryan C. Cooper

Numerical Integration, Root Finding, and Computational Thinking - ME3255

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Explore numerical integration, root finding techniques, and computational thinking principles for solving complex engineering problems.
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1 Lesons
56 minutes
On-Demand
Free-Video
Let's Code Physics

Training People to Teach with Computation

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Strategies for integrating computation into physics courses, including expanding the circle of instructors, creating space for computational content, and exploring CS pathways for effective teaching.
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5 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

The Role of Computer Science in Computer Science Education

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Exploring computer science's role in CS education, addressing challenges and opportunities in curriculum design, language development, and accessibility for diverse learners.
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28 Lesons
1 hour 2 minutes
On-Demand
Free-Video
TEDx

Empowering Minds - Using Code to Foster Innovative Learning

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Discover how coding transcends science, empowering innovative learning and fostering creativity in education.
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1 Lesons
11 minutes
On-Demand
Free-Video
Society for Research in Child Development

Coding as a Developmental Playground

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Explore computational thinking and robotics in early childhood education, focusing on coding as a new literacy and developmental tool for young children's creativity and self-expression.
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40 Lesons
57 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Turing Lecture 2021 - Abstractions, Their Algorithms, and Their Compilers

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Explore computational thinking through abstractions, algorithms, and compilers. Delve into compiler design, large dataset handling, and quantum computation, with insights from renowned computer scientists.
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28 Lesons
1 hour 34 minutes
On-Demand
Free-Video
TEDx

Algorithms of Strategic Laziness - Learning to Learn in the AI Era

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Explore computational creativity and strategic laziness in the AI era. Learn to optimize technology to replace, augment, and extend yourself, enhancing learning and workplace efficiency.
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1 Lesons
18 minutes
On-Demand
Free-Video
Caleb Curry

Binary and Computer Science All-in-One Tutorial Series

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Comprehensive exploration of binary systems and computer science fundamentals, covering essential concepts and practical applications in a detailed, accessible format.
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1 Lesons
4 hours 50 minutes
On-Demand
Free-Video
Tom Rocks Maths

Introduction to Computer Science with CS50 - The Most Popular Course on edX

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Learn the basics of Computer Science from Harvard's Prof. David Malan in this engaging 39-minute video. Discover key concepts and gain insights into the world's most popular edX course.
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1 Lesons
39 minutes
On-Demand
Free-Video
Wolfram

Teaching for the Future - Computational Thinking in Education

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Explore computational thinking in STEM education with Gregory Benedis-Grab, discussing its evolution and recent AI advances. Gain insights from a renowned educator and researcher.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Wolfram

Computational Thinking, LLMs and the Future of Education

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Explore computational thinking, large language models, and their impact on education's future in this thought-provoking workshop by Wolfram.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Wolfram

Computational Conversations - Do We Use the Maths We Learned in School? - Episode 8

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Explore the relevance of school mathematics in computational careers through reflections on useful skills and modern perspectives from industry experts.
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14 Lesons
45 minutes
On-Demand
Free-Video
Wolfram

Which Language Should I Speak with My Computer? - Computational Conversations Episode 6

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Explore the future of human-computer interaction and programming languages in the era of generative AI with Conrad Wolfram and Jon McLoone.
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1 Lesons
41 minutes
On-Demand
Free-Video
TED

Teaching Kids Real Math with Computers

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Revolutionizing math education by shifting focus from manual calculations to real-world problem-solving using computers, enhancing relevance and engagement for students.
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10 Lesons
19 minutes
On-Demand
Free-Video
GOTO Conferences

One Hacker Way

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Provocative critique of Scrum and Agile methodologies, proposing a hacker-centric approach to software development that emphasizes individual creativity and continuous deployment for the digital future.
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1 Lesons
56 minutes
On-Demand
Free-Video
linux.conf.au

Open CS Education Resources for Schools - How Hard Could It Be?

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Explore challenges and principles in developing open computational thinking resources for schools, focusing on CS Unplugged and CS Field Guide from the University of Canterbury.
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1 Lesons
53 minutes
On-Demand
Free-Video
linux.conf.au

Teaching 9-10 Year Olds to Code

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Insights and strategies for teaching coding to 9-10 year olds, covering curriculum, tools, diversity, and challenges in running a successful Code Club for primary school students.
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24 Lesons
36 minutes
On-Demand
Free-Video
Collision Conference

How to Change the World with Computation

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Explore the transformative potential of next-gen programming and its real-world applications with insights from Stephen Wolfram of Wolfram Research.
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1 Lesons
22 minutes
On-Demand
Free-Video
Code Sync

National Curriculum Goes Functional - Teaching Computer Science Concepts

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Explore functional programming in national curriculum, focusing on teaching computer science concepts through unplugged activities, counting exercises, and innovative projects.
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12 Lesons
28 minutes
On-Demand
Free-Video
Wolfram

Education Innovation in Computational Thinking and Technology

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Explore computational thinking and educational technology with Wolfram experts. Develop innovative tools and collaborate with fellow educators.
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1 Lesons
29 minutes
On-Demand
Free-Video
Wolfram

Mathematical Games - Collection of Points and Lines - Episode 1

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Explore games and puzzles using points and lines with Ed Pegg Jr., leveraging Wolfram Language to uncover mathematical insights and problem-solving techniques.
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1 Lesons
53 minutes
On-Demand
Free-Video
Wolfram

Beyond the Computational Essay - Evolving Notebooks into Robust Computational Systems

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Explore techniques for transforming computational essays into robust, ongoing narratives and systems, overcoming common challenges in the process.
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1 Lesons
45 minutes
On-Demand
Free-Video
Wolfram

Computational Conversations - What's the Point of the 12 Times Table?

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Explore the debate on the relevance of learning the 12 times table in modern education, examining arguments for and against its inclusion in math curricula.
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10 Lesons
30 minutes
On-Demand
Free-Video
Wolfram

Using the Query Function to Write Elegant and Efficient Programs in Wolfram Language

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Explore efficient data manipulation using Wolfram Language's Query function with Professor Seth Chandler. Learn elegant programming techniques for extracting information from datasets.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Wolfram

Designing Engaging Pre-College Research-Based Learning Programs

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Explore intentional design choices and pedagogies for pre-college research programs that foster computational thinking and deep subject engagement.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Wolfram

visX - A Block-Based Frontend to Wolfram Language

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Explore visX, a block-based coding approach for Wolfram Language. Learn to organize code visually, enhancing understanding and leveraging the language's power and flexibility.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video