![[ИАД, осень 2025] Методы глубокого обучения. Занятие 4: Introduction to NLP, Word Embeddings](https://i.ytimg.com/vi/j7V4eSl1Rmo/sddefault.jpg)
[ИАД, осень 2025] Методы глубокого обучения. Занятие 4: Introduction to NLP, Word Embeddings
[IAD, Autumn 2025] Deep Learning Methods. Lecture 4: Introduction to NLP, Word Embeddings
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Tuit catalog
Synthesis notes of video analyses, assessed and condensed, in French and English.
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4293
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2090
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91
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906
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91
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887
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259
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154
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69
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75
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134
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Alternative and renewable energy sources and technology
167
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66
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51
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34
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23
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40
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32
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43
NKD
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29
AM
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32
UYQD
Artificial general intelligence (AGI)
49
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2043
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22
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Assertiveness, motivation, self-esteem and positive mental attitude
369
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989
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114
PG
Astronomy, space and time
916
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122
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74
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Autism Spectrum Disorder
20
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71
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21
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22
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23
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Battery technology
154
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Bayesian inference
31
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Biochemistry
309
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Biodiversity
34
PSAD
Bioethics
37
DNBH
Biography: historical, political and military
82
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20
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Biography: royalty
26
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62
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39
PS
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27
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23
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27
TCB
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61
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23
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54
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42
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35
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36
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43
PBK
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62
MJD
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33
JNR
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35
PSAN1
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21
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124
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55
PN
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27
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26
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Child, developmental and lifespan psychology
26
AMVD
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30
NHWR3
Civil wars
21
PHD
Classical mechanics
196
RNPG
Climate change
219
RBPC
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35
MBGR1
Clinical trials
23
UTC
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25
GPJ
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41
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131
PSAN5
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243
GTK
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39
NHTW
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20
PBV
Combinatorics and graph theory
53
GTC
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34
TJK
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35
DSM
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23
LNCH
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28
PBKD
Complex analysis, complex variables
60
PSAX
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95
KNTV
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210
UYF
Computer architecture and logic design
117
URH
Computer fraud and hacking
266
UDX
Computer games
628
UGG
Computer games design
236
UYM
Computer modelling and simulation
23
UT
Computer networking and communications
25
UY
Computer science
61
UR
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731
URJ
Computer viruses, Trojans and worms
29
UYQV
Computer vision
119
PHFC
Condensed matter physics (liquid state and solid state physics)
133
RNKH
Conservation of wildlife and habitats
22
JBGX
Conspiracy theories
52
LNDX
Constitution
32
JPZ
Corruption in politics, government and society
31
PGK
Cosmology and the universe
1038
CBV
Creative writing and creative writing guides
20
JKVF
Criminal investigation and detection
41
GPH
Data science and analysis
38
GTS
Decolonisation of knowledge
48
KCM
Development economics and emerging economies
66
GTP
Development studies
39
PSC
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39
MBNH3
Dietetics and nutrition
27
PBMP
Differential and Riemannian geometry
40
PBKJ
Differential calculus and equations
95
UBJ
Digital and information technologies: social and ethical aspects
1095
UB
Digital and Information technology: general topics
38
UXA
Digital Humanities
47
KCVM
Digital or internet economics
44
WNA
Dinosaurs and the prehistoric world: general interest
72
JPSD
Diplomacy
34
JBFM
Disability: social aspects
25
JBCT5
Disinformation and misinformation
72
KJDD
Disruptive innovation
20
ATFR
Documentary films
23
RNFD
Drought and water supply
24
PHDT
Dynamics and statics
81
QDHC
East Asian and Indian philosophy
29
PSAF
Ecological science, the Biosphere
39
KCX
Economic and financial crises and disasters
37
KCA
Economic theory and philosophy
35
KC
Economics
21
JN
Education
24
JNDH
Education: examinations and assessment
31
JNK
Educational administration and organization
21
JNV
Educational equipment and technology, computer-aided learning (CAL)
74
JNC
Educational psychology
27
JNF
Educational strategies and policy
26
JPHF
Elections and referenda
44
TRV
Electric vehicles
66
THR
Electrical engineering
63
KNBL
Electrical power generation and distribution industries
273
PHK
Electricity, electromagnetism and magnetism
268
TJFD
Electronic devices and materials
217
TJFC
Electronics: circuits and components
178
PHDB
Elementary mechanics
37
VSPQ
Emotions and emotional intelligence
23
MJG
Endocrinology
24
PHDY
Energy
26
LNCR
Energy and natural resources law
39
THYC
Energy efficiency
62
KNB
Energy industries and utilities
219
RNFY
Energy resources
54
THY
Energy, power generation, distribution and storage
370
TGMB
Engineering thermodynamics
25
TBC
Engineering: general
20
TGMF
Engineering: Mechanics of fluids
23
TGMD
Engineering: Mechanics of solids
24
UFL
Enterprise software
54
KJH
Entrepreneurship
142
KCVG
Environmental economics
104
MBNH2
Environmental factors
50
RND
Environmental policy and protocols
203
RNA
Environmentalist thought and ideology
80
MBNS
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118
SXE
eSports
24
QDTQ
Ethics and moral philosophy
52
PSVP
Ethology and animal behaviour
35
PBMH
Euclidean geometry
43
NHD
European history
27
PSAJ
Evolution
169
PSXE
Evolutionary anthropology
91
UYQE
Expert systems
27
ATFG
Film guides and reviews
105
ATFA
Film history, theory or criticism
43
ATFN
Film: styles and genres
342
KFF
Finance and the finance industry
36
KFFF
Financial technology (fintech)
35
RNFF
Food security and supply
34
PBKF
Functional analysis and transforms
29
PGM
Galaxies and stars
330
UMK
Games development and programming
42
JBSF
Gender studies, gender groups
25
JBSF1
Gender studies: women and girls
94
MKZV
Gene therapy
39
GTZ
General studies and General knowledge
32
UYQF
Generative artificial intelligence
2330
TCBG
Genetic engineering
50
PSAK
Genetics (non-medical)
645
RBG
Geology, geomorphology and the lithosphere
28
PBM
Geometry
20
PHVG
Geophysics
38
JPSL
Geopolitics
308
THVG
Geothermal energy and power
35
PHDV
Gravity
33
KFFS
Green finance
57
PBG
Groups and group theory
104
MJF
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20
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37
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24
VFMD
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22
MJJ
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40
JNM
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236
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49
NHAH
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34
NH
History
40
AGA
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40
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49
TBX
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27
JBCC9
History of ideas
20
PBX
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32
NHQ
History of other geographical groupings and regions or specific cultures
25
PDX
History of science
153
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History of specific companies
28
NHK
History of the Americas
54
NHT
History: specific events and topics
26
JBFD
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21
PSX
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26
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42
THD
Hydrogen technologies
57
THVH
Hydropower
22
TTBM
Imaging systems and technology
26
MJCM
Immunology
97
PDR
Impact of science and technology on society
123
AMB
Individual architects and architectural firms
32
AGB
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34
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Individual film directors, film-makers
30
PDG
Industrial applications of scientific research and technological innovation
50
MJCJ
Infectious and contagious diseases
54
KNTX
Information technology industries
300
JWD
Information warfare
31
GTV
Institutions and learned societies: general
32
PBKL
Integral calculus and equations
26
KCL
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20
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International institutions
25
JPS
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24
KCLT
International trade and commerce
52
ATN
Internet and digital media: arts and performance
51
UBW
Internet: general works
40
JMHC
Interpersonal communication and skills
25
DNPB
Interviews
45
KFFM
Investment and securities
138
KJMV3
IT and information systems management
40
VSCB
Job hunting
20
KCF
Labour
90
PHJL
Laser physics
50
TTBL
Laser technology and holography
22
PSA
Life sciences: general issues
22
DSRC
Literary companions, book reviews and guides
33
DSBB
Literary studies: ancient, classical and medieval
23
DSK
Literary studies: fiction, novelists and prose writers
75
DSB
Literary studies: general
21
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Literary studies: poetry and poets
50
DSA
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29
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Machine learning
1166
KCB
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23
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Management: leadership and motivation
60
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22
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33
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45
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41
PHU
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159
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114
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52
UYA
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239
PB
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162
MFKH3
Maturation and ageing
70
JBCT
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26
JBCT1
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69
JBCT4
Media studies: journalism
87
MBPM
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22
MBF
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61
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170
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21
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21
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20
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60
MB
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33
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58
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31
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42
NHWR9
Military history: post-WW2 conflicts
20
UMS
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23
UDT
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31
PSD
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173
KCBM
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78
GLZ
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49
TBN
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26
UYX
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889
RNR
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26
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151
WN
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47
UTN
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61
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26
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Neural networks and fuzzy systems
440
MKJ
Neurology and clinical neurophysiology
56
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119
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23
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26
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30
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66
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112
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202
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189
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41
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21
MQCA
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38
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50
MJCL
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130
KJSG
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27
PHJ
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161
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32
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21
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65
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96
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35
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27
PHP
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139
GTU
Peace studies and conflict resolution
40
MBNH
Personal and public health
22
VSB
Personal finance
50
KJMV2
Personnel and human resources management
34
KNBP
Petroleum, oil and gas industries
93
MKG
Pharmacology
67
QD
Philosophy
47
JNA
Philosophy and theory of education
36
PBB
Philosophy of mathematics
31
QDTM
Philosophy of mind
79
PDA
Philosophy of science
153
QDTK
Philosophy: epistemology and theory of knowledge
126
QDTL
Philosophy: logic
47
QDTJ
Philosophy: metaphysics and ontology
42
PNR
Physical chemistry
69
PH
Physics
189
PHDF
Physics: Fluid mechanics
52
JMM
Physiological psychology, neuropsychology, biopsychology
25
MFG
Physiology
52
PSTB
Plant biology
30
PHFP
Plasma physics
34
KCP
Political economy
120
WHB
Political humour
20
JPHL
Political leaders and leadership
43
JPA
Political science and theory
29
JPH
Political structure and processes
22
JPHV
Political structures
45
JP
Politics and government
66
RNP
Pollution and threats to the environment
36
PDZM
Popular and recreational mathematics
89
WNX
Popular astronomy and space
803
VFD
Popular medicine and health
21
QDXB
Popular philosophy: Meaning of life
26
VSP
Popular psychology
214
PDZ
Popular science
436
JBFC
Poverty and precarity
20
JPWG
Pressure groups, protest movements and non-violent action
31
URD
Privacy and data protection
36
PBT
Probability and statistics
248
TDCX
Process engineering technology and techniques
21
TGP
Production and industrial engineering
41
UMX
Programming and scripting languages: general
108
UMA
Programming techniques
36
JMAF
Psychoanalytical and Freudian psychology
23
JMA
Psychological theory, systems, schools and viewpoints
25
JM
Psychology
70
JMQ
Psychology: emotions
27
JMT
Psychology: states of consciousness
36
JMS
Psychology: the self, ego, identity, personality
23
MKGW
Psychopharmacology
39
JPP
Public administration
38
KFFD
Public finance and taxation
47
MBN
Public health and preventive medicine
71
GPSD
Quantitative research methods
20
PHQ
Quantum physics (quantum mechanics and quantum field theory)
952
JBFA1
Racism and racial discrimination
30
PBKB
Real analysis, real variables
41
MFGG
Regional physiology
25
PHR
Relativity physics
330
QRAM2
Religion and politics
23
QRAM3
Religion and science
27
DNP
Reportage, journalism or collected columns
71
GPS
Research methods
99
NHTV
Revolutions, uprisings, rebellions
22
TJFM1
Robotics
297
KJS
Sales and marketing
42
KJMV7
Sales and marketing management
44
UFLS
SAP (Systems, applications and products in databases)
24
FLU
Science fiction: aliens
77
FLW
Science fiction: space exploration
200
FLS
Science fiction: space opera
35
PDK
Science funding and policy
70
PD
Science: general issues
57
PDM
Scientific research
55
NHWR7
Second World War
51
VS
Self-help, personal development and practical advice
28
CFG
Semantics, discourse analysis, stylistics
33
GTD
Semiotics
64
PSAN4
Sensory and motor systems
22
PBCH
Set theory
20
TJKH
Signal processing
35
NHTS
Slavery, enslaved persons and abolition of slavery
28
JHMC
Social and cultural anthropology
22
NHTB
Social and cultural history
73
JBF
Social and ethical issues
34
QDTS
Social and political philosophy
83
JBFX
Social attitudes
20
JBFZ
Social forecasting, future studies
34
RNT
Social impact of environmental issues
45
JMH
Social, group or collective psychology
72
CFB
Sociolinguistics
38
UMZ
Software Engineering
75
UMZT
Software testing and verification
29
THVS
Solar power
192
PGS
Solar system: the Sun and planets
330
TTDX
Space exploration
543
TTD
Space science
278
CBP
Speaking in public: advice and guides
23
DNS
Speeches
42
PHS
Statistical physics
55
PBWL
Stochastics
43
RNU
Sustainability
56
TVF
Sustainable agriculture
22
JNU
Teaching of a specific subject
30
ATJ
Television
41
ATJS
Television: styles and genres
20
ATD
Theatre studies
26
PGC
Theoretical and mathematical astronomy
75
AMA
Theory of architecture
25
ABA
Theory of art
49
AVA
Theory of music and musicology
21
PHH
Thermodynamics and heat
34
PGZ
Time (chronology), time systems and standards
47
PBP
Topology
31
RPT
Transport planning and policy
21
RPC
Urban and municipal planning and policy
62
MBNK
Vaccination
31
RBC
Volcanology and seismology
36
PHDS
Wave mechanics (vibration and acoustics)
43
UGB
Web graphics and design
24
UMW
Web programming
74
THVW
Wind power
28
CBW
Writing and editing guides
27
PSV
Zoology and animal sciences
22
Why Strings? by Rajesh Gopakumar
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5/5
What Is Spacetime, Really? | The Sleepy Scientist
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☆
4/5
Waly Dia : « Sarkozy, c’est une multinationale de la délinquance »
Waly Dia: "Sarkozy is a multinational of delinquency"
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★
★
★
☆
4/5
V. Completa. Marga Sánchez Romero, arqueóloga. ¿Cómo el cuidado nos hizo humanos?
Full episode. Marga Sánchez Romero, archaeologist. How did care make us human?
★
★
★
★
☆
4/5
TMLS Backstage 01: The State of Agents OPS
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☆
4/5
The Rise Of AI Co-Processors
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☆
4/5
The Big LLM Architecture Comparison - Part 2
★
★
★
★
☆
4/5
Suivez-moi à l’intérieur d’un trou noir par Carlo Rovelli
Follow me inside a black hole by Carlo Rovelli
★
★
★
★
★
5/5
Silent Hill f | #2 | Design Longplay & Review Doc
★
★
★
☆
☆
3/5
Prof. David Tong | The Fermion-Rotor Model
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☆
4/5
Procès Sarkozy : tout comprendre à ce jugement HISTORIQUE - Clément Viktorovitch
Sarkozy Trial: Everything to Understand About This HISTORIC Verdict - Clément Viktorovitch
★
★
★
★
☆
4/5
OFERTA, PREÇO E TRANSPORTE: A TEIA QUE IMPEDE O CRESCIMENTO - Iluministas T3 Ep 02 (Completo)
SUPPLY, PRICE, AND TRANSPORT: THE WEB HOLDING BACK GROWTH - Iluministas S3 Ep 02 (Full)
★
★
★
★
☆
4/5
Nuclear energy in ports and waterways
★
★
★
★
☆
4/5
NREL's Procurement Analysis Tool (9.29.25)
★
★
★
★
☆
4/5
NoLimitSecu #514 - Approche SSI pour l'Internet des objets industriels
NoLimitSecu #514 - SSI Approach for the Industrial Internet of Things
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★
★
★
☆
4/5
Les questions d'enseignement à la SMF : rayonnement et actions collectives
Teaching questions at the SMF: outreach and collective actions
★
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★
★
☆
4/5
Language Planning and Policy
★
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★
☆
4/5
La concurrence des juges et des autorités de contrôle | Ludovic Pailler
The competition of judges and supervisory authorities | Ludovic Pailler
★
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★
★
☆
4/5
