Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Algorithms

#Recursion #Sorting Algorithms #Searching Algorithms #Algorithm Analysis #Dynamic programming #Big O Notation #Computational Complexity Theory #Greedy Algorithms #Graph Traversal #Divide-and-Conquer #Asymptotic Analysis #Randomized Algorithms #Asymptotic Notation #Computational Complexity #Approximation Algorithms #Graph Algorithms #Search Algorithms #Time Complexity #Algorithmic Decision-Making #Routing Algorithms
Showing: 2,591 courses
Stanford University

Programming Abstractions in C++ - Stanford University

164 rewiews
Learn about programming abstractions in C++ in this tutorial series
Add to list
27 Lesons
22 hours
On-Demand
Free-Video
Harvard University

Algorithms for Big Data

6 rewiews
Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.
Add to list
25 Lesons
1 day 10 hours
On-Demand
Free-Video
Derek Banas

Prolog Tutorial

9 rewiews
Comprehensive tutorial on Prolog programming language covering key concepts, syntax, and practical applications in just over an hour. Ideal for beginners seeking a quick introduction to logic programming.
Add to list
18 Lesons
1 hour 4 minutes
On-Demand
Free-Video
NPTEL

Design and Analysis of Algorithms

7 rewiews
Learn algorithm design and analysis, covering sorting, graphs, dynamic programming, and complexity theory. Gain practical skills in efficient problem-solving and algorithm implementation.
Add to list
56 Lesons
15 hours
On-Demand
Free-Video
Harvard University

Advanced Algorithms - COMPSCI 224

3 rewiews
Explore cutting-edge algorithmic techniques through comprehensive lectures, enhancing problem-solving skills and deepening understanding of complex computational challenges.
Add to list
25 Lesons
1 day 11 hours
On-Demand
Free-Video

Design and Analysis of Algorithms

3 rewiews
Comprehensive exploration of algorithm design and analysis, covering complexity, sorting, data structures, and optimization techniques for efficient problem-solving.
Add to list
58 Lesons
10 hours
On-Demand
Free-Video
Great Learning

Data Structures in C - C Programming

3 rewiews
Great Learning brings this Data Structures in C Session. C is a very flexible and well-established language thus making it the mother of all programming languages.
Add to list
9 Lesons
2 hours 7 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - New Platforms for Development Solutions

2 rewiews
Explore new platforms for development solutions, focusing on cloud analytics, big data, and open innovation. Insights on Silicon Valley-Asia connections and industry value chains.
Add to list
37 Lesons
1 hour 9 minutes
On-Demand
Free-Video
5 Minutes Engineering

Artificial Intelligence and Robotics

4 rewiews
Explore AI and robotics concepts including search algorithms, expert systems, natural language processing, neural networks, and robotic applications through Hindi-language explanations and examples.
Add to list
50 Lesons
4 hours 30 minutes
On-Demand
Free-Video
NPTEL

Programming, Data Structures and Algorithms Using Python

3 rewiews
Learn Python programming fundamentals, data structures, and algorithms through hands-on examples and practical implementations. Covers core concepts, efficiency analysis, and advanced topics like recursion and object-oriented programming.
Add to list
45 Lesons
13 hours
On-Demand
Free-Video
Bro Code

C++ Full Course for Beginners

2 rewiews
Comprehensive introduction to C++ programming, covering fundamental concepts, data structures, algorithms, and object-oriented principles through practical examples and mini-projects.
Add to list
60 Lesons
6 hours
On-Demand
Free-Video
Great Learning

Data Analytics for Beginners - Introduction to Data Analytics

3 rewiews
Learn data analytics fundamentals, including the data lifecycle, machine learning basics, and exploratory data analysis using Python/R. Gain practical skills for leveraging data to solve problems and make informed decisions.
Add to list
1 Lesons
59 minutes
On-Demand
Free-Video
CodeWithHarry

C Language Tutorials in Hindi

4 rewiews
हिंदी में C प्रोग्रामिंग भाषा सीखें: बुनियादी संरचना से लेकर उन्नत विषयों तक, व्यावहारिक उदाहरणों और अभ्यासों के साथ।
Add to list
76 Lesons
21 hours
On-Demand
Free-Video
NPTEL

Programming, Data Structures and Algorithms

2 rewiews
Comprehensive exploration of programming fundamentals, data structures, and algorithms, covering key concepts and techniques for efficient problem-solving and software development.
Add to list
60 Lesons
23 hours
On-Demand
Free-Video
Great Learning

Data Structures and Algorithms in C

2 rewiews
This video teaches Data Structures & Algorithms in C and its key functions and concepts with a variety of demonstrations and examples to help you get started on the right foot.
Add to list
21 Lesons
9 hours 49 minutes
On-Demand
Free-Video
Kunal Kushwaha

Binary Search in 2D Arrays

2 rewiews
Learn efficient binary search techniques for 2D arrays/matrices, with practical examples and coding demonstrations to optimize your search algorithms and problem-solving skills.
Add to list
7 Lesons
59 minutes
On-Demand
Free-Video
Memorial University of Newfoundland

Data Structures and Algorithms

1 rewiews
Explore advanced data structures and algorithms, including sorting techniques, tree traversals, graph theory, and hash tables. Enhance problem-solving skills for efficient programming.
Add to list
19 Lesons
1 hour 30 minutes
On-Demand
Free-Video
NPTEL

Introduction to Algorithms and Analysis

1 rewiews
Comprehensive exploration of algorithmic concepts, from sorting and analysis to advanced data structures and graph algorithms, emphasizing practical implementation and theoretical foundations.
Add to list
60 Lesons
1 day 5 hours
On-Demand
Free-Video
NPTEL

Introduction to Cryptology

1 rewiews
Explore cryptology fundamentals, including ciphers, perfect secrecy, public key systems, and hash functions. Learn algorithms and techniques for secure communication and data protection.
Add to list
20 Lesons
10 hours
On-Demand
Free-Video
NPTEL

Theory of Automata, Formal Languages and Computation

1 rewiews
Explore automata theory, formal languages, and computation through grammars, finite state automata, pushdown automata, Turing machines, and advanced topics in theoretical computer science.
Add to list
42 Lesons
1 day 15 hours
On-Demand
Free-Video
NPTEL

Data Structures and Algorithms

1 rewiews
The objective of the course is to familiarize students with basic data structures and their use in fundamental algorithms. Topics covered include an introduction to object-oriented programming through stacks, queues and linked lists;
Add to list
36 Lesons
1 day 9 hours
On-Demand
Free-Video
NPTEL

Design & Analysis of Algorithms

1 rewiews
Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.
Add to list
34 Lesons
1 day 6 hours
On-Demand
Free-Video

CUDA Crash Course

1 rewiews
Comprehensive introduction to CUDA programming, covering vector operations, matrix multiplication, memory optimization, and performance tuning for GPU-accelerated computing.
Add to list
30 Lesons
7 hours
On-Demand
Free-Video
Great Learning

Sensitivity Analysis - Types of Sensitivity Analysis

1 rewiews
Explore sensitivity analysis techniques, applications, and practical demonstrations to enhance data-driven decision-making and assess variable impacts on outcomes in various domains.
Add to list
9 Lesons
54 minutes
On-Demand
Free-Video

Neo4j - Graph Database - Tutorial

1 rewiews
Learn graph database concepts, Neo4j, and Cypher query language. Explore relationships, constraints, functions, and algorithms for efficient data management and analysis.
Add to list
13 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

KDD 2020: Physics Inspired Models in Artificial Intelligence

1 rewiews
Explore the intersection of physics and AI, covering paradigms, generalization, complexity, interpretability, and physics-informed neural networks. Gain insights into the synergy between these fields.
Add to list
31 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Paul Hand

Continual Learning and Catastrophic Forgetting

1 rewiews
Explore continual learning and catastrophic forgetting in deep neural networks, covering evaluation methods and algorithms based on regularization, dynamic architectures, and Complementary Learning Systems.
Add to list
18 Lesons
42 minutes
On-Demand
Free-Video

Curso de Elixir de 0 a 100

2 rewiews
Aprende Elixir desde cero: instalación, tipos de datos, funciones, módulos, concurrencia, supervisores, pruebas y más. Domina este lenguaje funcional y sus características únicas.
Add to list
81 Lesons
1 day 4 hours
On-Demand
Free-Video

Neo4j with Python Tutorial for Beginners

1 rewiews
Learn Neo4j graph database with Python: create nodes, relationships, and queries using Cypher. Explore data analysis, REST APIs, and integration with tools like Docker and FastAPI.
Add to list
110 Lesons
1 day 6 hours
On-Demand
Free-Video
NPTEL

Artificial Intelligence

1 rewiews
Explore artificial intelligence fundamentals, algorithms, and applications. Learn about search techniques, game theory, planning, expert systems, logic, and constraint satisfaction problems.
Add to list
95 Lesons
1 day 16 hours
On-Demand
Free-Video
Tech with Tim

Big O Notation & Time Complexity Analysis Tutorial

1 rewiews
Comprehensive tutorial on Big O Notation and Time Complexity Analysis, featuring in-depth explanations and practical examples ranging from easy to hard difficulty levels.
Add to list
15 Lesons
1 hour 6 minutes
On-Demand
Free-Video

Artificial Intelligence

1 rewiews
This whole playlist is going to instroduce you to Artificial Intelligence and Problem Solving using AI in Hindi.
Add to list
35 Lesons
6 hours
On-Demand
Free-Video
NPTEL

Artificial Intelligence

1 rewiews
Comprehensive exploration of AI fundamentals, covering search algorithms, logic, planning, reasoning under uncertainty, and machine learning techniques like decision trees and neural networks.
Add to list
28 Lesons
1 day 4 hours
On-Demand
Free-Video
FUN WITH DATA SCIENCE

Python Coding

1 rewiews
पायथन प्रोग्रामिंग की मूल अवधारणाओं और उन्नत विषयों को सीखें। पैटर्न, संख्या सिद्धांत, और सॉर्टिंग एल्गोरिदम पर व्यावहारिक अभ्यास करें।
Add to list
11 Lesons
3 hours 30 minutes
On-Demand
Free-Video
CodeWithHarry

Selection Sort Algorithm

1 rewiews
Explore the Selection Sort algorithm, its implementation, and time complexity analysis. Learn how to efficiently sort arrays using this technique in data structures and algorithms.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
Harvard University

CS50 2012 - Week 3 Continued: Search Algorithms and Sorting Techniques

0 rewiews
Explore efficient search and sorting algorithms, including linear and binary search, bubble sort, selection sort, and merge sort. Learn asymptotic notation for algorithm analysis.
Add to list
11 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Harvard University

Finding Fairness - Incorporating Societal Values in Computer Algorithms

0 rewiews
Exploring algorithmic fairness and privacy in computer science, addressing concerns about incorporating societal values into technology as it increasingly impacts our lives.
Add to list
15 Lesons
48 minutes
On-Demand
Free-Video
Stanford University

Kathleen Creel- Arbitrariness, Fairness, and Opportunity in Algorithmic Decision-Making Systems

0 rewiews
Explore the ethical implications of algorithmic decision-making, focusing on arbitrariness at scale, its moral and legal issues, and potential technical solutions to mitigate harm.
Add to list
15 Lesons
58 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Mixture of Experts Paradigm and the Switch Transformer

0 rewiews
Explore the Mixture of Experts paradigm and Switch Transformer, revolutionizing deep learning with sparsely-activated models for improved efficiency and performance in language processing tasks.
Add to list
1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Stanford University

Stanford Lecture - Don Knuth - Twintrees, Baxter Permutations, and Floorplans (2022)

0 rewiews
Explore the fascinating connections between twintrees, Baxter permutations, and floorplans in this lecture by renowned computer scientist Donald Knuth, revealing unexpected relationships in mathematics and computer science.
Add to list
10 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Stanford University

Stanford Lecture - Don Knuth - "A Conjecture That Had To Be True"

0 rewiews
Donald Knuth explores a fascinating problem in combinatorial geometry, presenting an intriguing formula and its unexpected universal application, showcasing the beauty of mathematical discovery.
Add to list
1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Stanford University

Interactive Autonomy - A Human-Centered Approach for Safe Interactions

0 rewiews
Explore interactive autonomy for safe human-robot collaboration, focusing on algorithms that influence human behavior and efficient active learning methods to model human preferences.
Add to list
1 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Stanford University

Graph Analysis of Russian Twitter Trolls Using Neo4j

0 rewiews
Explore graph analysis of Russian Twitter trolls using Neo4j. Learn about data collection, NLP, graph algorithms, and visualization techniques to uncover social media influence patterns.
Add to list
27 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Stanford University

The Analysis of Algorithms - 2015 Recreation of 1969 Lecture

0 rewiews
Explore the foundations of algorithm analysis with legendary computer scientist Donald Knuth as he recreates his inaugural Stanford lecture from 1969.
Add to list
1 Lesons
54 minutes
On-Demand
Free-Video
Stanford University

Hamiltonian Paths in Antiquity - Stanford Lecture 2016

0 rewiews
Explore the ancient origins of Hamiltonian paths with Donald Knuth, tracing their history from Graeco-Roman times through Sanskrit and Arabic documents, and their modern relevance in computer science.
Add to list
1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Stanford University

Deep Learning Intuition - Lecture 2

0 rewiews
Explore deep learning intuition with Stanford experts, covering logistic regression, face verification, neural architectures, and advanced applications in computer vision and image processing.
Add to list
13 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Stanford University

Stanford Lecture - Don Knuth - "Dancing Links" 2018

0 rewiews
Explore "dancing links" data structure and its applications in solving exact covering problems with color controls, presented by renowned computer scientist Donald Knuth.
Add to list
13 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Stanford University

Dancing Cells - Efficient Data Structures for Combinatorial Problem Solving

0 rewiews
Explore efficient data structures for combinatorial problem-solving with Dr. Don Knuth's lecture on "Dancing Cells," an evolution of the "Dancing Links" concept, offering improved performance in algorithmic exploration.
Add to list
1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Stanford University

Twintrees, Baxter Permutations, and Floorplans in Computer Science - Lecture 2022

0 rewiews
Explore the fascinating connections between twintrees, Baxter permutations, and floorplans in this lecture by renowned computer scientist Don Knuth, revealing unexpected relationships in mathematics and data structures.
Add to list
1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 6

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd. Dive deep into mathematical concepts and practical applications in this comprehensive lecture series.
Add to list
1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 7

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.
Add to list
1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 5

0 rewiews
Explore advanced optimization techniques with Professor Stephen Boyd, focusing on convex problems and their applications in engineering and beyond.
Add to list
1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 4

0 rewiews
Explore advanced convex optimization techniques with Stanford's Professor Stephen Boyd, focusing on practical applications in engineering and data science.
Add to list
1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 10

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd. Delve into complex mathematical concepts and their practical applications in engineering and data science.
Add to list
1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 9

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.
Add to list
1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 13

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.
Add to list
1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 17

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.
Add to list
1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 16

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.
Add to list
1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 15

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd, covering key concepts and applications in electrical engineering and beyond.
Add to list
1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Stanford University

Data Compression I - Course Introduction and Lossless Compression Basics - Lecture 1

0 rewiews
Introduction to lossless data compression fundamentals, covering key concepts and techniques for efficient information storage and transmission.
Add to list
1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Stanford University

Data Compression I - Lecture 2: Prefix Free Codes

0 rewiews
Explore prefix-free codes in data compression, covering theory and applications. Gain insights from Stanford experts on efficient information encoding techniques.
Add to list
1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Stanford University

Data Compression I - Lecture 4: Huffman Codes

0 rewiews
Explore Huffman coding, a fundamental data compression technique, in this Stanford lecture. Learn its principles, implementation, and applications in information theory.
Add to list
1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Stanford University

Stanford EE274: Data Compression - Beyond IID Distributions: Conditional Entropy - Lecture 8

0 rewiews
Explore conditional entropy and advanced data compression techniques beyond IID distributions in this Stanford lecture, enhancing understanding of complex information theory concepts.
Add to list
1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Stanford University

LZ and Universal Compression - Lecture 10

0 rewiews
Explore Lempel-Ziv algorithms and universal compression techniques in this Stanford lecture, delving into advanced data compression theory and applications.
Add to list
1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Stanford University

Arithmetic Coding - Stanford EE274 Data Compression I Lecture 6

0 rewiews
Explore arithmetic coding in data compression, covering theory and applications. Learn from Stanford experts about this advanced technique for efficient information encoding.
Add to list
1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Stanford University

Asymmetric Numeral Systems (ANS) - Data Compression Lecture 7

0 rewiews
Explore Asymmetric Numeral Systems (ANS), an advanced data compression technique, in this Stanford lecture. Gain insights into its principles, applications, and advantages in modern compression algorithms.
Add to list
1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 3

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd. Dive deep into mathematical concepts and practical applications in this comprehensive lecture series.
Add to list
1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 1

0 rewiews
Explore fundamental concepts of convex optimization with Stanford's Stephen Boyd. Gain insights into this powerful mathematical technique for solving complex problems efficiently.
Add to list
1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 12

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd. Delve into complex mathematical concepts and their practical applications in engineering and data science.
Add to list
1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Machine Learning for Genomics Fall 2020

0 rewiews
Fall 2020 Prof. Manolis KellisComputational Biology: Genomes, Networks, Evolution, HealthMachine Learning in Genomics: Dissecting the circuitry of Human Disease
Add to list
22 Lesons
1 day 8 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

MIT Computational Biology - Genomes, Networks, Evolution, Health - Fall 2018

0 rewiews
Comprehensive exploration of computational biology, covering genomics, networks, evolution, and health applications through advanced algorithms, data analysis, and cutting-edge research topics.
Add to list
26 Lesons
1 day 7 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

Machine Learning in Genomics - Fall 2019

0 rewiews
Comprehensive exploration of computational biology techniques, from dynamic programming to deep learning, applied to genomics, epigenomics, and systems biology. Covers cutting-edge topics like single-cell genomics and genome engineering.
Add to list
26 Lesons
1 day 10 hours
On-Demand
Free-Video
Massachusetts Institute of Technology

Theory of Computation, Fall 2020

0 rewiews
Explore computability and complexity theory with MIT's in-depth course. Covers automata, Turing machines, undecidability, NP-completeness, and advanced topics in computational theory.
Add to list
25 Lesons
1 day 8 hours
On-Demand
Free-Video
Yale University

Language in the Brain and Mouth - How We Communicate

0 rewiews
Explore the fascinating world of language, from its basic structures to complex theories of acquisition, and discover how our brains process and produce speech.
Add to list
7 Lesons
57 minutes
On-Demand
Free-Video
Yale University

Deep Learning for CT Reconstruction – Image Denoising and Beyond

0 rewiews
Explore advanced deep learning techniques for CT image reconstruction, focusing on denoising methods and innovative approaches to enhance medical imaging quality.
Add to list
1 Lesons
24 minutes
On-Demand
Free-Video
Socratica

Python Programming Tutorials

0 rewiews
Our Python Tutorials will help you learn Python quickly and thoroughly. We start with "Hello World" and then move on to data structures (sets, lists, tuples and dictionaries). Next we'll cover classes, and give a variety of in-depth examples and applic…
Add to list
34 Lesons
3 hours 30 minutes
On-Demand
Free-Video
NPTEL

Design and Analysis of Algorithms

0 rewiews
Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.
Add to list
34 Lesons
1 day 6 hours
On-Demand
Free-Video

Graph Theory

0 rewiews
Comprehensive exploration of graph theory algorithms, covering search, shortest paths, trees, topological sorting, network flow, and more, with practical implementations and problem-solving techniques.
Add to list
43 Lesons
8 hours
On-Demand
Free-Video

Data Structures Playlist

0 rewiews
Comprehensive playlist covering essential data structures, from arrays to advanced trees, with implementation details and algorithmic applications.
Add to list
55 Lesons
9 hours
On-Demand
Free-Video
NPTEL

Artificial Intelligence

0 rewiews
Comprehensive exploration of AI concepts, algorithms, and techniques, covering search strategies, optimization methods, game playing, planning, constraint satisfaction, and knowledge-based systems.
Add to list
48 Lesons
1 day 15 hours
On-Demand
Free-Video

Learning To See

0 rewiews
In this series, we'll explore the complex landscape of machine learning and artificial intelligence through one example from the field of computer vision: using a decision tree to count the number of fingers in an image. It's gonna be crazy.
Add to list
15 Lesons
2 hours 30 minutes
On-Demand
Free-Video
NPTEL

An Introduction to Artificial Intelligence

0 rewiews
Comprehensive exploration of AI fundamentals, covering search algorithms, game theory, logic, uncertainty, Bayesian networks, and reinforcement learning, with historical context and practical applications.
Add to list
98 Lesons
1 day 8 hours
On-Demand
Free-Video

Reinforcement Learning Course

0 rewiews
Comprehensive exploration of reinforcement learning concepts, from basics to advanced topics, including deep RL, policy gradients, and practical applications in classic games.
Add to list
10 Lesons
17 hours
On-Demand
Free-Video

Priority Queues with an Interlude on Heaps

0 rewiews
Learn about priority queues, including min/max heaps, insertion, removal, and implementation, to enhance your data structure knowledge and coding skills.
Add to list
5 Lesons
30 minutes
On-Demand
Free-Video
NPTEL

Manufacturing Systems Management

0 rewiews
Comprehensive exploration of manufacturing systems, covering cellular manufacturing, JIT, synchronous manufacturing, and flexible systems, with focus on optimization and efficiency.
Add to list
40 Lesons
1 day 10 hours
On-Demand
Free-Video
NPTEL

Fundamentals of Artificial Intelligence

0 rewiews
Comprehensive exploration of AI concepts, from problem-solving and search algorithms to knowledge representation, reasoning, planning, decision-making, and various machine learning techniques.
Add to list
35 Lesons
1 day 1 hour
On-Demand
Free-Video
NPTEL

Computer Algorithms - 2

0 rewiews
The course discusses efficient algorithms from a large number of domains. This course assumes the knowledge of data structures, the knowledge big-O notation and the concept of time and space complexity of an algorithm.
Add to list
35 Lesons
1 day 6 hours
On-Demand
Free-Video
Santa Fe Institute

Privacy in Census Data - Math Meets Policy

0 rewiews
Explore the impact of differential privacy on Census data, focusing on redistricting implications and the balance between data protection and accuracy in demographic statistics.
Add to list
17 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Santa Fe Institute

Self-Organization at the Origin of Biological Construction - Corina E Tarnita

0 rewiews
Explore self-organization in biological systems, focusing on ants and social complexity. Learn how evolutionary biology explains the emergence of intricate structures and behaviors in nature.
Add to list
14 Lesons
38 minutes
On-Demand
Free-Video
Santa Fe Institute

Tina Eliassi-Rad on Democracies as Complex Systems

0 rewiews
Exploring democracy as a complex system, examining its challenges and potential solutions through the lens of complexity science and machine learning.
Add to list
11 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

Tutorial on Computer Science - Josh Grochow

0 rewiews
Explore key concepts in computer science, from model independence to computational complexity theory, with insights on P vs NP and various computational models.
Add to list
19 Lesons
55 minutes
On-Demand
Free-Video
Santa Fe Institute

Co-Ordination - On Time Between Worlds

0 rewiews
Panel discussion exploring complex time, interplanetary life, and social-technical systems. Experts examine time-scales, collaboration methods, and sustaining life beyond Earth, considering diverse perspectives on time's nature and impact.
Add to list
15 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Santa Fe Institute

Ulam Lectures - Cris Moore - Limits of Computers in Science and Society Part 1

0 rewiews
Explore computational limits, problem complexity, and algorithmic challenges in science and society. From easy puzzles to impossible problems, delve into the nature of computation and its societal impact.
Add to list
32 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Santa Fe Institute

David Krakauer on Emergent Political Economies and A Science of Possibility

0 rewiews
Exploring emergent political economies through complexity science, examining historical tensions, mathematical approaches, and collective computation to understand societal dynamics and possibilities.
Add to list
12 Lesons
53 minutes
On-Demand
Free-Video
Santa Fe Institute

Ignorance, Failure, Uncertainty, and the Optimism of Science

0 rewiews
Explore how ignorance, failure, and uncertainty drive scientific progress, fostering an optimistic outlook that embraces complexity and opens new possibilities for understanding and innovation.
Add to list
24 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Santa Fe Institute

Can Algorithms Bend the Arc Toward Justice?

0 rewiews
Explore algorithmic fairness, intersectionality, and the challenges of balancing accuracy with equity in machine learning and public safety applications.
Add to list
20 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Santa Fe Institute

Probabilistic Topic Models and User Behavior

0 rewiews
Explore latent thematic structures in document collections and user behavior data. Learn how topic modeling algorithms can enhance predictions and understanding of collection organization.
Add to list
1 Lesons
53 minutes
On-Demand
Free-Video
Santa Fe Institute

Machine Learning and Social Norms - Balancing Fairness and Accuracy

0 rewiews
Machine learning's impact on social decisions: Exploring fairness, privacy, and accountability in algorithmic decision-making across various domains. Discusses recent research and challenges in embedding social norms into predictive algorithms.
Add to list
1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Santa Fe Institute

The Information Edge: Creation in Life, the Economy, and the Universe - Lecture 1

0 rewiews
Explore the Information Edge principle and its role in creation across the universe, from cosmic structures to economic systems, with MIT professor Seth Lloyd.
Add to list
1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Santa Fe Institute

The Information Edge: Collapse and Rebirth in Complex Systems - Lecture 2

0 rewiews
Seth Lloyd explores the Information Edge's role in cosmic destruction and rebirth, from black holes to mass extinctions, and how complex systems regain balance after collapse.
Add to list
1 Lesons
1 hour 27 minutes
On-Demand
Free-Video