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{"lectures": {"week1": {"Learn to Program The Fundamentals 0.4 Variables (739).mp4": 42515151, "Learn to Program The Fundamentals 0.0 Welcome to LTP (035).mp4": 853899, "Learn to Program The Fundamentals 0.5 Built-in Functions (500).mp4": 32323110, "Learn ...
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{"Lectures": {"Week 8 - 20 Semantics": {"01_Word_Senses_and_Word_Relations_11-50.mp4": 15615929, "01_Word_Senses_and_Word_Relations_11-50.pdf": 645217, "01_Word_Senses_and_Word_Relations_11-50.srt": 15602, "01_Word_Senses_and_Word_Relations_11-50.txt": ...
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{"_README.txt": 2848, "3 - 13 - Assessment task 1.mp4": 16056912, "8 - 4 - Lecture 10 - Section 3a - ISI (26_58).mp4": 66155441, "8 - 5 - Lecture 10 - Section 3b - ISI (18_11).mp4": 45009409, "4 - 1 - Lecture 5 - Section1 - Overview (2_42).mp4": 5414695, " ...
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{"006.Conclusion": {"035. Conclusion.mp4": 10369711, "035. Conclusion.srt": 3994}, "FreeTutorials.Eu.html": 104688, "003.Module 3 Evaluation": {"024. Regression Evaluation.mp4": 17838443, "024. Regression Evaluation.srt": 8019, "023. Multi-Class ...
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{"Week 8- Crackup (1905-1917)": {"8.1 Assets.pdf": 619282, "8.2 Assets.pdf": 392560, "8.3 Assets.pdf": 834135, "8.4 Assets.pdf": 675373, "8.5 Assets.pdf": 841944, "8.6 Assets.pdf": 657620, "8 - 6 - 8.6 On to Victory (2611).mp4": 75798547, "8 - 6 - 8.6 On ...
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{"Labs": {"Pre-lab 1": {"04_Final_remarks.mp4": 12757988, "04_Final_remarks.srt": 4409, "04_Final_remarks.txt": 2957, "01_Logistics_3-02.mp4": 3724431, "01_Logistics_3-02.srt": 3950, "01_Logistics_3-02.txt": 2634, "03_How_to_trade_13-58.mp4": 17311965, " ...
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{"011.Modern CNNs": {"022. Overview of modern CNN architectures.mp4": 33801134, "022. Overview of modern CNN architectures.srt": 9747, "021. Training tips and tricks for deep CNNs.mp4": 60715050, "021. Training tips and tricks for deep CNNs.srt": 18614}, " ...
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{"008.MCMC": {"047. MCMC for LDA.mp4": 48950150, "047. MCMC for LDA.srt": 21333, "040. Markov Chains.mp4": 49346165, "040. Markov Chains.srt": 16086, "041. Gibbs sampling.mp4": 64393236, "041. Gibbs sampling.srt": 13194, "043. Metropolis-Hastings.mp4": ...
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{"index.html": 62083, "_README.txt": 3030, "lectures.html": 139658, "02 - Week 2 Becoming Bipeds": {"02 - Being Bipeds (12-09)": {"2 - 2 - Being Bipeds (1209) .mp4": 31157136, "2 - 2 - Being Bipeds (1209) .srt": 18253, "2 - 2 - Being Bipeds (1209) .txt": ...
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{"slides": {"Section 1.1.pdf": 413478, "Section 1.2.pdf": 83837, "Section 1.3.pdf": 201409, "Section 2.1.pdf": 101988, "Section 2.2.pdf": 167520, "Section 2.3.pdf": 154476, "Section 3.1.pdf": 103444, "Section 3.2.pdf": 116114, "Section 3.3.pdf": 145671, " ...
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{"Lectures": {"01_Week_1_Topic_1": {"04_1.4_The_Box_Score_7-01.mp4": 9433436, "04_1.4_The_Box_Score_7-01.pdf": 421794, "04_1.4_The_Box_Score_7-01.srt": 9526, "04_1.4_The_Box_Score_7-01.txt": 6438, "01_1.1_Survivor_Model_12-24.mp4": 18741326, "01_1. ...
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{"10 - 5 - Dropout [9 min].mp4": 10157806, "6 - 3 - The momentum method.mp4": 10214147, "7 - 5 - Long-term Short-term-memory.mp4": 10727081, "8 - 4 - Echo State Networks [9 min].mp4": 11824778, "10 - 2 - Mixtures of Experts [13 min].mp4": 15708749, "2 - 4 ...