RAR-files |
linkedin.learning.data.science.foundations.fundamentals-xqzt.rar |
100,000,000 |
A38FFBDF |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r00 |
100,000,000 |
F96E0ABA |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r01 |
100,000,000 |
8FE8056F |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r02 |
100,000,000 |
0D5A7717 |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r03 |
100,000,000 |
4907CF76 |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r04 |
100,000,000 |
129E14ED |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r05 |
100,000,000 |
5A55030A |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r06 |
100,000,000 |
6E2D03C2 |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r07 |
100,000,000 |
BAC1A2C5 |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r08 |
100,000,000 |
E59CE103 |
linkedin.learning.data.science.foundations.fundamentals-xqzt.r09 |
1,908,986 |
68890F41 |
|
Total size: |
1,001,908,986 |
|
|
Archived
files |
01.01-getting_started.mkv
[b729afdfebdf2a51]
|
13,252,599 |
2F490E8F |
02.01-supply_and_demand_for_data_science.mkv
[622259fb4ebd0187]
|
9,609,393 |
E1698074 |
02.02-the_data_science_venn_diagram.mkv
[4a3bbc61ef29fa22]
|
10,113,390 |
870F5CBF |
02.03-the_data_science_pathway.mkv
[5ce5868588d3da66]
|
28,405,805 |
C391D3BE |
02.04-the_crisp-dm_model_in_data_science.mkv
[a78bcc98f4bf4e9f]
|
13,647,743 |
4D004535 |
02.05-roles_and_teams_in_data_science.mkv
[ef1a3548c3da2f80]
|
16,415,091 |
23A65A00 |
02.06-the_role_of_questions_in_data_science.mkv
[74615c7aa01ded8]
|
13,857,861 |
58B89FE4 |
03.01-artificial_intelligence.mkv
[eb046527482cadd]
|
22,740,954 |
003628A1 |
03.02-machine_learning.mkv
[556ec7d63766f908]
|
31,483,319 |
CFC0E4E4 |
03.03-deep_learning_neural_networks.mkv
[21ad44a8cd1becb0]
|
29,020,408 |
77C5B0CE |
03.04-big_data.mkv
[30499e18b796858f]
|
17,762,152 |
50FFE053 |
03.05-predictive_analytics.mkv
[8055e402ff8804f1]
|
14,172,720 |
DFB88AD7 |
03.06-prescriptive_analytics.mkv
[cc141e09372b54dc]
|
14,773,784 |
47381AF7 |
03.07-business_intelligence.mkv
[b91ff0024d8a516b]
|
12,445,565 |
AD87ED36 |
04.01-bias.mkv
[209a3ef78f3ac29d]
|
20,551,999 |
67EA8508 |
04.02-security.mkv
[698522467cd01bbf]
|
18,723,926 |
67A89D65 |
04.03-legal.mkv
[5025c17d25c8c8f4]
|
16,487,629 |
6D48B46D |
04.04-explainable_ai.mkv
[c44a0f2c11913f47]
|
23,937,221 |
1A79A93C |
04.05-agency_of_algorithms_and_decision-makers.mkv
[503345761bbecbbf]
|
14,148,748 |
76672D29 |
05.01-data_preparation.mkv
[cec9cc246e1f0683]
|
16,989,929 |
0EDBFA1E |
05.02-labeling_data.mkv
[43813d80e7ee9222]
|
33,596,416 |
0055F9A3 |
05.03-in-house_data.mkv
[936468b35f6e2396]
|
15,686,264 |
67104A06 |
05.04-open_data.mkv
[42c27a25e45f2056]
|
17,006,271 |
8925C91B |
05.05-apis.mkv
[5f6cc1efe7bfbe51]
|
7,482,630 |
203D64B6 |
05.06-scraping_data.mkv
[833793da0724c4e]
|
29,380,250 |
4493EB76 |
05.07-creating_data.mkv
[316097907948060b]
|
15,937,999 |
91066847 |
05.08-passive_collection_of_training_data.mkv
[c34334bc383d1d1]
|
15,941,078 |
EF849F73 |
05.09-self-generated_data.mkv
[ad27c0ca156119c3]
|
15,652,175 |
BAE69BC6 |
05.10-data_vendors.mkv
[e9540afeb05ed121]
|
12,742,758 |
1072B575 |
05.11-data_ethics.mkv
[5192f90fa71eceb9]
|
15,549,576 |
19517167 |
06.01-the_enumeration_of_explicit_rules.mkv
[1633cdbd90371b6e]
|
13,922,069 |
C09A9910 |
06.02-the_derivation_of_rules_from_data_analysis.mkv
[b9d64c6e60c5cd83]
|
20,734,858 |
FB1D01C0 |
06.03-the_generation_of_implicit_rules.mkv
[50207b0e1703e83a]
|
10,868,220 |
29571789 |
07.01-applications_for_data_analysis.mkv
[99331f9a5eb76cf1]
|
17,387,211 |
F2B9D879 |
07.02-languages_for_data_science.mkv
[7cc9c6550cac4d6c]
|
14,448,092 |
9C8D1F2C |
07.03-automl.mkv
[c97b3b8949d07421]
|
8,790,571 |
F66B1FC1 |
07.04-machine_learning_as_a_service.mkv
[809635643ed33147]
|
9,857,749 |
1CE59029 |
08.01-sampling_and_probability.mkv
[e5ad64916b8670c1]
|
15,957,362 |
7F5A5098 |
08.02-algebra.mkv
[c356482de133e793]
|
16,458,390 |
B851FBD7 |
08.03-calculus.mkv
[aaa2999f4eba73f7]
|
8,653,975 |
34A3FE8F |
08.04-optimization_and_the_combinatorial_explosion.mkv
[3807e96cc3248415]
|
15,899,676 |
06A45D11 |
08.05-bayes_theorem.mkv
[19e46036456768cb]
|
10,794,985 |
E4847F6B |
09.01-supervised_vs._unsupervised_learning.mkv
[aa25a2ffd1e56823]
|
13,722,025 |
4F55EE9D |
09.02-descriptive_analyses.mkv
[ba26299e89b7a01a]
|
19,006,195 |
5B9C214B |
09.03-clustering.mkv
[c6ca84a6c5b7175e]
|
17,353,916 |
715CC164 |
09.04-dimensionality_reduction.mkv
[5d7c727846df127]
|
20,928,216 |
6C897317 |
09.05-anomaly_detection.mkv
[c433a7b17064b280]
|
16,221,202 |
6FE36D63 |
10.01-supervised_learning_with_predictive_models.mkv
[c05dca7e817942c4]
|
22,589,890 |
8EA13C30 |
10.02-time-series_data.mkv
[43b8c0f52994544]
|
26,952,442 |
2C1042D3 |
10.03-classifying.mkv
[21198505a25dc22]
|
13,787,318 |
8308E25A |
10.04-feature_selection_and_creation.mkv
[7834c47e328da3be]
|
16,499,178 |
70A65752 |
10.05-aggregating_models.mkv
[d44f2f17d28934d3]
|
22,217,748 |
E12F8D0E |
10.06-validating_models.mkv
[4fbd9aec28d1bc0a]
|
20,750,539 |
9BC9CA77 |
11.01-generative_adversarial_networks_(gans).mkv
[6059e1deb5899655]
|
20,450,910 |
CAE1EE86 |
11.02-reinforcement_learning.mkv
[9a38a650047be426]
|
19,836,325 |
2D28771C |
12.01-the_importance_of_interpretability.mkv
[e62cda9936da56da]
|
10,371,908 |
B2A5E756 |
12.02-interpretable_methods.mkv
[b5db33106faf931b]
|
20,756,310 |
7CBADD62 |
12.03-actionable_insights.mkv
[1ff6d46e4f862e3e]
|
9,049,491 |
DA74A362 |
13.01-next_steps_and_additional_resources.mkv
[82d92641e0390f7b]
|
10,121,384 |
97CC05C8 |
|
Total size: |
1,001,903,808 |
|
|