Introduction to Artificial Intelligence
Uninformed and A* heuristic search, constraint satisfaction, adversarial minimax/expectimax games, Markov decision processes, reinforcement learning, Bayes nets, and particle filtering.
UC Berkeley
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Complete university courses recorded at UC Berkeley.
Deep Reinforcement Learning
Imitation learning, policy gradients, actor-critic algorithms, value-function Q-learning, model-based RL, offline reinforcement learning, exploration, and inverse RL.
Talks & colloquia from UC Berkeley
46Self-contained seminars, public lectures, and invited talks.
CRISPR Biology: From Discovery to Application
Jennifer Doudna, Nobel laureate and co-discoverer of CRISPR-Cas9, provides a foundational overview of CRISPR biology, tracing its development from fundamental microbial defense mechanisms to a revolutionary genome engineering technology.
Applications of Inactive Cas9
Jonathan Weissman details advanced applications of catalytically inactive Cas9 (dCas9) as a versatile tool for precise gene regulation and epigenetic engineering, beyond its traditional role in genome editing.
Consciousness in Artificial Intelligence and the Chinese Room
Distinguishes syntactic symbol manipulation from intrinsic intentionality and subjective phenomenology, defending biological naturalism against strong computationalism.
RNA-Guided Genome Engineering with CRISPR-Cas9
Explains bacterial adaptive immunity and the structural mechanism by which guide RNA directs Cas9 endonuclease cleavage of double-stranded DNA.
A Collectivist, Economic Perspective on AI Systems
Reframes large-scale machine learning around microeconomic mechanism design—where uncertainty quantification interacts with strategic incentives, scarcity, and multi-agent markets.
Genome Editing in Human Stem Cells
Dr. Dirk Hockemeyer presents a detailed lecture on the application of CRISPR technology for precise genome editing within human stem cells, elucidating advanced molecular biology techniques.
Study paths featuring UC Berkeley
1
6 steps · 5h4 universities
From Molecular Genetics & Evolution to the Human Cortex
Protein chemistry, CRISPR/mRNA engineering, natural selection, and fMRI neuroscience
MIT · UC Berkeley · Karolinska Institutet +1
6 curated lecturesOpen path →
All lectures from UC Berkeley
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Chapters · Duration
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1:10:37
48:26
CS 188 · Lec 3 · Pieter Abbeel · UC Berkeley
1:25:00
54:44
56:36
CS 188 · Lec 6 · Pieter Abbeel · UC Berkeley
1:25:00
CS 188 · Lec 5 · Pieter Abbeel · UC Berkeley
1:25:00
1:14:36
43:10
CS 188 · Lec 2 · Pieter Abbeel · UC Berkeley
1:25:00
CS 285 · Lec 3 · Sergey Levine · UC Berkeley
24:47
1:19:56
CS 285 · Lec 4 · Sergey Levine · UC Berkeley
23:06
CS 285 · Lec 5 · Sergey Levine · UC Berkeley
32:23
1:05:37
1:18:28
1:19:36