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[FreeCoursesOnline.Me] PacktPub - Probability Statistics - The Foundations Of Machine Learning [Video]
magnet:?xt=urn:btih:0eab441e0b12edd78dad8ee063f18667d30e2c79&dn=[FreeCoursesOnline.Me] PacktPub - Probability Statistics - The Foundations Of Machine Learning [Video]
磁力链接详情
Hash值:
0eab441e0b12edd78dad8ee063f18667d30e2c79
点击数:
113
文件大小:
7.83 GB
文件数量:
30
创建日期:
2023-9-14 07:44
最后访问:
2024-6-8 23:26
访问标签:
FreeCoursesOnline
Me
PacktPub
-
Probability
Statistics
-
The
Foundations
Of
Machine
Learning
Video
文件列表详情
00001 Introduction.mp4 94.92 MB
00002 Code_Environment_Setup_and_Python_Crash_Course.mp4 320.95 MB
00003 Getting_Started_with_Code_-_Feel_of_Data.mp4 213.92 MB
00004 Foundations_Data_Types_and_Representing_Data.mp4 371.08 MB
00005 Practical_Note_-_One-Hot_Vector_Encoding.mp4 84.1 MB
00006 Exploring_Data_Types_in_Code.mp4 231.06 MB
00007 Central_Tendency_Mean_Median_and_Mode.mp4 858.48 MB
00008 Dispersion_and_Spread_in_Data_Variance_Standard_Deviation.mp4 92.59 MB
00009 Dispersion_Exploration_Through_Code.mp4 196.65 MB
00010 Introduction_to_Uncertainty_Probability_Intuition.mp4 135.12 MB
00011 Simulating_Coin_Flips_for_Probability.mp4 300.79 MB
00012 Conditional_Probability_the_Most_Important_Concept_in_Stats.mp4 290.72 MB
00013 Applying_Conditional_Probability_-_Bayes_Rule.mp4 136.75 MB
00014 Application_of_Bayes_Rule_in_the_Real_World_-_Spam_Detection.mp4 138.4 MB
00015 Spam_Detection_-_Implementation_Issues.mp4 723.69 MB
00016 Rules_for_Counting_Mostly_Optional.mp4 195.94 MB
00017 Quantifying_Events_-_Random_Variables.mp4 111.26 MB
00018 Two_Random_Variables_-_Joint_Probabilities.mp4 188.94 MB
00019 Distributions_-_Rationale_and_Importance.mp4 252.07 MB
00020 Discrete_Distributions_Through_Code.mp4 77.41 MB
00021 Continuous_Distributions_with_the_Help_of_an_Example.mp4 193.23 MB
00022 Continuous_Distributions_Code.mp4 78.57 MB
00023 Case_Study_-_Sleep_Analysis_Structure_and_Code.mp4 1.04 GB
00024 Visualizing_Joint_Distributions_-_The_Road_to_ML_Success.mp4 206.3 MB
00025 Dependence_and_Variance_of_Two_Random_Variables.mp4 190.46 MB
00026 Expected_Values_-_Decision_Making_Through_Probabilities.mp4 63.34 MB
00027 Entropy_-_The_Most_Important_Application_of_Expected_Values.mp4 242.01 MB
00028 Applying_Entropy_-_Coding_Decision_Trees_for_Machine_Learning.mp4 547.47 MB
00029 Foundations_of_Bayesian_Inference.mp4 106.68 MB
00030 Bayesian_Inference_Code_Through_PyMC3.mp4 314.77 MB
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