12-Probability_Distributions/69-A Practical Example Of Probability Distributions.mp4 51.4 MB
16-Statistics_Practical_Example_Descriptive_Statistics/96-Practical Example Descriptive Statistics.mp4 48.3 MB
11-Probability_Bayesian_Inference/54-A Practical Example Of Bayesian Inference.mp4 45.2 MB
42-Part_6_Mathematics/317-Why Is Linear Algebra Useful.mp4 41.8 MB
10-Probability_Combinatorics/42-A Practical Example Of Combinatorics.mp4 37.4 MB
35-Advanced_Statistical_Methods_Practical_Example_Linear_Regression/229-Practical Example Linear Regression Part 1.mp4 37.0 MB
57-Appendix_Deep_Learning_TensorFlow_1_Business_Case/429-Business Case Preprocessing.mp4 36.7 MB
53-Deep_Learning_Business_Case_Example/390-Business Case Preprocessing The Data.mp4 35.3 MB
05-The_Field_of_Data_Science_Popular_Data_Science_Techniques/19-Techniques For Working With Traditional Methods.mp4 35.2 MB
05-The_Field_of_Data_Science_Popular_Data_Science_Techniques/13-Techniques For Working With Traditional Data.mp4 33.4 MB
05-The_Field_of_Data_Science_Popular_Data_Science_Techniques/22-Types Of Machine Learning.mp4 30.5 MB
19-Statistics_Practical_Example_Inferential_Statistics/121-Practical Example Inferential Statistics.mp4 29.7 MB
58-Software_Integration/440-Taking A Closer Look At Apis.mp4 29.7 MB
03-The_Field_of_Data_Science_Connecting_the_Data_Science_Disciplines/11-Applying Traditional Data Big Data Bi Traditional Data Science And Ml.mp4 29.1 MB
58-Software_Integration/439-What Are Data Connectivity Apis And Endpoints.mp4 27.8 MB
05-The_Field_of_Data_Science_Popular_Data_Science_Techniques/17-Business Intelligence Bi Techniques.mp4 27.5 MB
12-Probability_Distributions/56-Types Of Probability Distributions.mp4 27.4 MB
20-Statistics_Hypothesis_Testing/125-Rejection Region And Significance Level.mp4 27.1 MB
13-Probability_Probability_in_Other_Fields/70-Probability In Finance.mp4 26.8 MB
02-The_Field_of_Data_Science_The_Various_Data_Science_Disciplines/7-Continuing With Bi Ml And Ai.mp4 26.7 MB
09-Part_2_Probability/28-The Basic Probability Formula.mp4 26.0 MB
64-Appendix_Additional_Python_Tools/505-Using The .Format Method.mp4 26.0 MB
42-Part_6_Mathematics/316-Dot Product Of Matrices.mp4 25.8 MB
05-The_Field_of_Data_Science_Popular_Data_Science_Techniques/21-Machine Learning Ml Techniques.mp4 25.8 MB
12-Probability_Distributions/62-Characteristics Of Continuous Distributions.mp4 25.5 MB
60-Case_Study_Preprocessing_the_Absenteeism_data/456-Obtaining Dummies From A Single Feature.mp4 25.5 MB
12-Probability_Distributions/55-Fundamentals Of Probability Distributions.mp4 25.3 MB
60-Case_Study_Preprocessing_the_Absenteeism_data/461-Classifying The Various Reasons For Absence.mp4 25.0 MB
35-Advanced_Statistical_Methods_Practical_Example_Linear_Regression/236-Practical Example Linear Regression Part 5.mp4 24.9 MB
40-ChatGPT_for_Data_Science/285-Exploratory Data Analysis Eda With Chatgpt Correlation Matrix Outlier Detec.mp4 16.2 MB
02-The_Field_of_Data_Science_The_Various_Data_Science_Disciplines/10-A Breakdown Of Our Data Science Infographic.mp4 16.2 MB
33-Advanced_Statistical_Methods_Multiple_Linear_Regression_with_StatsModels/204-A3 Normality And Homoscedasticity.mp4 16.1 MB
41-Case_Study_Train_a_Naive_Bayes_Classifier_with_ChatGPT_for_Sentiment_Analysis/305-Machine Learning With Naïve Bayes Converting The Problem To A Binary One.mp4 16.1 MB
29-Python_Iterations/176-While Loops And Incrementing.mp4 16.0 MB
28-Python_Sequences/171-Using Methods.mp4 15.9 MB
34-Advanced_Statistical_Methods_Linear_Regression_with_sklearn/224-Feature Selection Through Standardization Of Weights.mp4 15.8 MB
59-Case_Study_What_s_Next_in_the_Course/443-Game Plan For This Python Sql And Tableau Business Exercise.mp4 15.8 MB
53-Deep_Learning_Business_Case_Example/395-Business Case Setting An Early Stopping Mechanism.mp4 15.8 MB
29-Python_Iterations/180-How To Iterate Over Dictionaries.mp4 15.8 MB
47-Deep_Learning_Digging_Deeper_into_NNs_Introducing_Deep_Neural_Networks/347-Digging Into A Deep Net.mp4 15.7 MB
02-The_Field_of_Data_Science_The_Various_Data_Science_Disciplines/9-More Examples Of Generative Ai.mp4 15.7 MB
12-Probability_Distributions/64-Continuous Distributions The Standard Normal Distribution.mp4 15.7 MB
05-The_Field_of_Data_Science_Popular_Data_Science_Techniques/20-Real Life Examples Of Traditional Methods.mp4 14.5 MB
65-Appendix_pandas_Fundamentals/514-Working With Methods In Python Part I.mp4 14.4 MB
44-Deep_Learning_Introduction_to_Neural_Networks/319-Introduction To Neural Networks.mp4 14.4 MB
15-Statistics_Descriptive_Statistics/75-Levels Of Measurement.mp4 14.4 MB
18-Statistics_Inferential_Statistics_Confidence_Intervals/111-Confidence Intervals Population Variance Unknown T Score.mp4 14.4 MB
54-Deep_Learning_Conclusion/399-Summary On What You Ve Learned.mp4 14.4 MB
15-Statistics_Descriptive_Statistics/82-Cross Tables And Scatter Plots.mp4 14.2 MB
33-Advanced_Statistical_Methods_Multiple_Linear_Regression_with_StatsModels/203-A2 No Endogeneity.mp4 14.1 MB
36-Advanced_Statistical_Methods_Logistic_Regression/252-Testing The Model.mp4 14.1 MB
36-Advanced_Statistical_Methods_Logistic_Regression/239-A Simple Example In Python.mp4 14.1 MB
44-Deep_Learning_Introduction_to_Neural_Networks/321-Types Of Machine Learning.mp4 14.1 MB
02-The_Field_of_Data_Science_The_Various_Data_Science_Disciplines/5-What Is The Difference Between Analysis And Analytics.mp4 14.0 MB
10-Probability_Combinatorics/36-Solving Variations Without Repetition.mp4 14.0 MB
34-Advanced_Statistical_Methods_Linear_Regression_with_sklearn/213-Simple Linear Regression With Sklearn A Statsmodels Like Summary Table.mp4 14.0 MB
41-Case_Study_Train_a_Naive_Bayes_Classifier_with_ChatGPT_for_Sentiment_Analysis/303-Understanding Differences Between Multinomial And Bernouilli Naive Bayes.mp4 13.9 MB
45-Deep_Learning_How_to_Build_a_Neural_Network_from_Scratch_with_NumPy/332-Basic Nn Example Part 2.mp4 13.9 MB
37-Advanced_Statistical_Methods_Cluster_Analysis/254-Introduction To Cluster Analysis.mp4 13.9 MB
01-Part_1_Introduction/2-What Does The Course Cover.mp4 13.9 MB
40-ChatGPT_for_Data_Science/292-Algorithm Recommendation Recommendation Engine For Movies With Chatgpt.mp4 13.8 MB
40-ChatGPT_for_Data_Science/279-Data Preprocessing With Chatgpt.mp4 13.8 MB
10-Probability_Combinatorics/38-Symmetry Of Combinations.mp4 13.8 MB
17-Statistics_Inferential_Statistics_Fundamentals/100-The Normal Distribution.mp4 13.3 MB
39-Advanced_Statistical_Methods_Other_Types_of_Clustering/273-Types Of Clustering.mp4 13.2 MB
44-Deep_Learning_Introduction_to_Neural_Networks/324-The Linear Model With Multiple Inputs And Multiple Outputs.mp4 13.2 MB
07-The_Field_of_Data_Science_Careers_in_Data_Science/26-Finding The Job What To Expect And What To Look For.mp4 13.2 MB
29-Python_Iterations/175-For Loops.mp4 13.2 MB
18-Statistics_Inferential_Statistics_Confidence_Intervals/116-Confidence Intervals. Two Means. Independent Samples Part 1.mp4 13.2 MB
36-Advanced_Statistical_Methods_Logistic_Regression/247-Binary Predictors In A Logistic Regression.mp4 13.1 MB
15-Statistics_Descriptive_Statistics/84-Mean Median And Mode.mp4 13.1 MB
57-Appendix_Deep_Learning_TensorFlow_1_Business_Case/428-The Importance Of Working With A Balanced Dataset.mp4 13.1 MB
34-Advanced_Statistical_Methods_Linear_Regression_with_sklearn/217-Calculating The Adjusted R Squared In Sklearn.mp4 13.1 MB
60-Case_Study_Preprocessing_the_Absenteeism_data/476-Working On Education Children And Pets.mp4 13.1 MB
65-Appendix_pandas_Fundamentals/519-Introduction To Pandas Dataframes Part I.mp4 13.1 MB
29-Python_Iterations/177-Lists With The Range Function.mp4 13.0 MB
53-Deep_Learning_Business_Case_Example/389-Business Case Balancing The Dataset.mp4 13.0 MB
61-Case_Study_Applying_Machine_Learning_to_Create_the_absenteeism_module/487-Standardizing Only The Numerical Variables Creating A Custom Scaler.mp4 13.0 MB
54-Deep_Learning_Conclusion/404-An Overview Of Non Nn Approaches.mp4 13.0 MB
36-Advanced_Statistical_Methods_Logistic_Regression/246-What Do The Odds Actually Mean.mp4 13.0 MB
62-Case_Study_Loading_the_absenteeism_module/496-Deploying The Absenteeism Module Part I.mp4 13.0 MB
40-ChatGPT_for_Data_Science/280-First Attempt At Machine Learning With Chatgpt.mp4 13.0 MB
20-Statistics_Hypothesis_Testing/134-Test For The Mean. Independent Samples Part 1.mp4 12.9 MB
42-Part_6_Mathematics/312-Addition And Subtraction Of Matrices.mp4 12.9 MB
61-Case_Study_Applying_Machine_Learning_to_Create_the_absenteeism_module/489-Backward Elimination Or How To Simplify Your Model.mp4 12.9 MB
10-Probability_Combinatorics/33-Permutations And How To Use Them.mp4 12.9 MB
12-Probability_Distributions/63-Continuous Distributions The Normal Distribution.mp4 12.8 MB
38-Advanced_Statistical_Methods_K_Means_Clustering/266-To Standardize Or Not To Standardize.mp4 12.8 MB
65-Appendix_pandas_Fundamentals/524-Pandas Dataframes Indexing With .Loc.mp4 12.8 MB
46-Deep_Learning_TensorFlow_2.0_Introduction/337-Tensorflow Outline And Comparison With Other Libraries.mp4 12.7 MB
34-Advanced_Statistical_Methods_Linear_Regression_with_sklearn/219-Feature Selection F Regression.mp4 12.7 MB
20-Statistics_Hypothesis_Testing/136-Test For The Mean. Independent Samples Part 2.mp4 12.7 MB
32-Advanced_Statistical_Methods_Linear_Regression_with_StatsModels/195-What Is The Ols.mp4 12.1 MB
52-Deep_Learning_Classifying_on_the_MNIST_Dataset/386-Mnist Testing The Model.mp4 12.1 MB
40-ChatGPT_for_Data_Science/282-Analyzing A Client Database With Chatgpt In Python Analyzing Top Products.mp4 12.1 MB
48-Deep_Learning_Overfitting/354-What Is Overfitting.mp4 12.1 MB
22-Part_4_Introduction_to_Python/144-Intro To Using Jupyter.mp4 12.1 MB
50-Deep_Learning_Digging_into_Gradient_Descent_and_Learning_Rate_Schedules/366-Learning Rate Schedules Or How To Choose The Optimal Learning Rate.mp4 12.1 MB
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