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| [CourseClub.ME].url |
122б |
| [FCS Forum].url |
133б |
| [FreeCourseSite.com].url |
127б |
| 001 Course Introduction.mp4 |
97.16Мб |
| 002 The Importance of Data Analyst.mp4 |
122.80Мб |
| 003 Why Data is the new Oil.mp4 |
86.53Мб |
| 004 Making Sense of Buzz Words Data Science Big Data Machine Deep Learning.mp4 |
44.61Мб |
| 005 The Roles in the Data World - Analyst Engineer Scientist Statistician DevOps.mp4 |
30.35Мб |
| 006 Download Code and Slides.html |
1.19Кб |
| 007 Code-Data-Analytics-Bootcamp-20200104.zip |
12.40Мб |
| 007 Download Course Code Slides and Setup Google Colab for your iPython Notebooks.mp4 |
25.79Мб |
| 007 Slides-Data-Analytics-Bootcamp.pdf |
23.59Мб |
| 008 Why use Python for Data Anakytics and Data Science.mp4 |
19.15Мб |
| 009 Python - Basic Variables.mp4 |
27.14Мб |
| 010 Python - ArrayLists and Dictionaries.mp4 |
56.35Мб |
| 011 Python - Conditional Statements.mp4 |
30.53Мб |
| 012 Python - Loops.mp4 |
36.29Мб |
| 013 Python - Functions.mp4 |
22.20Мб |
| 014 Python - Classes.mp4 |
39.57Мб |
| 015 Introduction to Pandas.mp4 |
16.12Мб |
| 016 Pandas 1 - Data Series.mp4 |
28.50Мб |
| 017 Pandas 2A - DataFrames - Index Slice Stats Finding Empty cells Filtering.mp4 |
131.11Мб |
| 018 Pandas 2B - DataFrames - Index Slice Stats Finding Empty cells Filtering.mp4 |
48.60Мб |
| 019 Pandas 3B - Data Cleaning - Alter ColomnsRows Missing Data String Operations.mp4 |
65.11Мб |
| 020 Pandas 3A - Data Cleaning - Alter ColomnsRows Missing Data String Operations.mp4 |
142.40Мб |
| 021 Pandas 4 - Data Aggregation - GroupBy Map Pivot Aggreate Functions.mp4 |
121.77Мб |
| 022 Pandas 5 - Feature Engineer Lambda and Apply.mp4 |
30.99Мб |
| 023 Pandas 6 - Concatenating Merging and Joinining.mp4 |
101.26Мб |
| 024 Pandas 7 - Time Series Data.mp4 |
62.45Мб |
| 025 Pandas 7 - ADVANCED Operations - Iterows Vectorization and Numpy.mp4 |
96.77Мб |
| 026 Pandas 8 - ADVANCED Operations - More Map Zip and Apply.mp4 |
28.78Мб |
| 027 Pandas 9 - Advanced Operations - Parallel Processing.mp4 |
30.68Мб |
| 028 Map Visualizations with Plotly - Cloropeths from Scratch - USA and World.mp4 |
95.47Мб |
| 029 Map Visualizations with Plotly - Heatmaps Scatter Plots and Lines.mp4 |
55.54Мб |
| 030 Introduction to Statistics.mp4 |
22.68Мб |
| 031 Descriptive Statistics - Why Statistical Knowledge is so Important.mp4 |
23.42Мб |
| 032 Descriptive Statistics 1 - Exploratory Data Analysis (EDA) Visualizations.mp4 |
97.93Мб |
| 033 Descriptive Statistics 2 - Exploratory Data Analysis (EDA) Visualizations.mp4 |
40.21Мб |
| 034 Sampling Averages Variance And How to lie and Mislead with Statistics.mp4 |
16.65Мб |
| 035 Variance Standard Deviation and Bessels Correction.mp4 |
60.73Мб |
| 036 Types of Variables - Quantitive and Qualitative.mp4 |
35.66Мб |
| 037 Frequency Distributions.mp4 |
23.24Мб |
| 038 Frequency Distributions Shapes.mp4 |
16.77Мб |
| 039 Analyzing Frequency Distributions - What is the Best Type of Wine Red or White.mp4 |
74.05Мб |
| 040 Covariance Correlation - Do Amazon Google know you better than anyone else.mp4 |
85.46Мб |
| 041 Sampling - Sample Sizes Confidence Intervals - What Can You Trust.mp4 |
63.23Мб |
| 042 Mean Mode and Median - Not as Simple As Youd Think.mp4 |
81.66Мб |
| 043 The Normal Distribution the Central Limit Theorem.mp4 |
25.68Мб |
| 044 Lying with Correlations Divorce Rates in Maine caused by Margarine Consumption.mp4 |
10.31Мб |
| 045 Z-Scores.mp4 |
50.69Мб |
| 046 Probability - An Introduction.mp4 |
9.69Мб |
| 047 Estimating Probability.mp4 |
29.02Мб |
| 048 Addition Rule.mp4 |
44.83Мб |
| 049 Permutations Combinations.mp4 |
43.15Мб |
| 050 Bayes Theorem.mp4 |
46.54Мб |
| 051 Hypothesis Testing Introduction.mp4 |
17.60Мб |
| 052 Statistical Significance.mp4 |
51.40Мб |
| 053 Hypothesis Testing P Value.mp4 |
44.37Мб |
| 054 Hypothesis Testing Pearson Correlation.mp4 |
33.07Мб |
| 055 All about Google Data Studio.mp4 |
59.56Мб |
| 056 Opening Google Data Studio and Uploading Data.mp4 |
42.45Мб |
| 056 retail-sales-data.xlsx |
585.95Кб |
| 057 Your First Dashboard Part 1.mp4 |
100.60Мб |
| 058 Your First Dashboard Part 2.mp4 |
69.34Мб |
| 059 Creating New Fields.mp4 |
47.32Мб |
| 060 Pivot Tables.mp4 |
45.90Мб |
| 061 Dynamic Filtered Tables.mp4 |
20.82Мб |
| 062 Scorecards.mp4 |
34.31Мб |
| 063 Scorecards with Time Comparison.mp4 |
30.83Мб |
| 064 Bar Charts.mp4 |
53.22Мб |
| 065 Line Charts.mp4 |
46.80Мб |
| 066 Time Series and Comparitive Time Series Plots.mp4 |
37.13Мб |
| 067 Pie Charts Donut Charts and Tree Maps.mp4 |
29.69Мб |
| 068 Scatter Plots.mp4 |
29.52Мб |
| 069 Google Data Studio - Geographic Map Plots.mp4 |
52.14Мб |
| 070 Google Data Studio - Scatter Plots.mp4 |
41.03Мб |
| 071 Google Data Studio - Sharing your Interactive Dashboards.mp4 |
43.98Мб |
| 072 Executive-Dashboard.pdf |
73.54Кб |
| 072 Homework Project - Create Executive Sales Dashboard.mp4 |
21.05Мб |
| 073 How Machine Learning enables Computers to Learn.mp4 |
22.49Мб |
| 074 What is a Machine Learning Model.mp4 |
34.34Мб |
| 075 Types of Machine Learning.mp4 |
47.30Мб |
| 076 Linear Regression Introduction to Cost Functions and Gradient Descent.mp4 |
56.61Мб |
| 077 Linear Regressions in Python from Scratch and using Sklearn.mp4 |
87.94Мб |
| 078 Polynomial and Multivariate Linear Regression.mp4 |
53.69Мб |
| 079 Logistic Regression.mp4 |
73.92Мб |
| 080 Support Vector Machines (SVMs).mp4 |
38.98Мб |
| 081 Decision Trees and Random Forests the Gini Index.mp4 |
64.55Мб |
| 082 K-Nearest Neighbors (KNN).mp4 |
37.17Мб |
| 083 Assessing Performance Confusion Matrix Precision and Recall.mp4 |
149.53Мб |
| 084 Understanding the ROC and AUC Curve.mp4 |
46.86Мб |
| 085 What Makes a Good Model Regularization Overfitting Generalization Outliers.mp4 |
122.81Мб |
| 086 Introduction to Neural Networks.mp4 |
11.72Мб |
| 087 Types of Deep Learning Algoritms CNNs RNNs LSTMs.mp4 |
49.51Мб |
| 088 Introduction to Unsupervised Learning.mp4 |
31.84Мб |
| 089 K-Means Clustering.mp4 |
65.19Мб |
| 090 Choosing K Elbow Method Silhouette Analysis.mp4 |
53.74Мб |
| 091 K-Means in Python - Choosing K using the Elbow Method Silhoutte Analysis.mp4 |
83.68Мб |
| 092 Principal Component Analysis.mp4 |
68.82Мб |
| 093 t-Distributed Stochastic Neighbor Embedding (t-SNE).mp4 |
38.57Мб |
| 094 PCA t-SNE in Python with Visualization Comparisons.mp4 |
35.95Мб |
| 095 Case Study Note.html |
1.08Кб |
| 096 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 |
168.06Мб |
| 097 Data Cleaning and Preparation.mp4 |
80.91Мб |
| 098 Sales and Revenue Analysis.mp4 |
86.60Мб |
| 099 Analysis per Country Repeat Customers and Items.mp4 |
95.43Мб |
| 100 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 |
64.88Мб |
| 101 Data Preparation and Machine Learning Modeling.mp4 |
78.22Мб |
| 102 Data Exploration Description.mp4 |
56.06Мб |
| 103 Simple Exploratory Data Analysis and Visualizations.mp4 |
71.91Мб |
| 104 Feature Engineering.mp4 |
76.44Мб |
| 105 K-Means Clustering of Customer Data.mp4 |
111.35Мб |
| 106 Cluster Analysis.mp4 |
36.68Мб |
| 107 Case Study 5 - Text Analytics - Airline Tweets (Word Clusters).html |
1.19Кб |
| 108 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 |
54.84Мб |
| 109 Customer Lifetime Value Modeling.mp4 |
53.91Мб |
| 110 Healthcare Analytics - Predict Diabetes.html |
1.17Кб |
| 111 Case Study 8 - Africa Economic Banking Systematic Crisis Data.html |
1.19Кб |
| 112 Case Study 9 - Election Polls - Making Better Predictions.html |
1.18Кб |
| 113 Case Study 10 - Election Results Analysis - Indian Election 2009 vs E4.html |
1.20Кб |
| 114 Case Study 11 - Supply-Chain for Shipping Data Analytics.html |
1.18Кб |
| 115 Case Study 12 - Sports Analytics - Olypmics Analysis - The Greatest Olympians.html |
1.20Кб |
| 116 Case Study 13 - Home Advantage Analysis in Basketball and Soccer.html |
1.19Кб |
| 117 Case Study 14 - IPL Cricket Data Analytics.html |
1.17Кб |
| 118 Case Study 15 - Using Data to predicting the Football (Soccer) World Cup.html |
1.20Кб |
| 119 Case Study 16 - Pizza Resturants Analysis.html |
1.17Кб |
| 120 Case Study 17 - Bar and Pub Analysis.html |
1.16Кб |
| 121 Case Study 18 - EDA and Forecasting Brent Oil Prices.html |
1.18Кб |
| 122 Case Study 19 - Time Series Forecasting for Sales.html |
1.18Кб |
| 123 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 |
85.00Мб |
| 124 Data Preparation and Machine Learning Modeling.mp4 |
113.27Мб |
| 125 Understanding the Problem Exploratory Data Analysis and Visualizations.mp4 |
74.90Мб |
| 126 AB Test Result Analysis.mp4 |
40.35Мб |
| 127 AB Testing a Worked Real Life Example - Designing an AB Test.mp4 |
53.48Мб |
| 128 Statistical Power and Significance.mp4 |
46.99Мб |
| 129 Analysis of AB Test Resutls.mp4 |
57.34Мб |