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02 Introduction to Data Scientists Toolbox/022 Data Visualization.mp4 60.69 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/029 Bivariate Analysis.mp4 55.23 MB
02 Introduction to Data Scientists Toolbox/018 Data Engineering.mp4 49.75 MB
02 Introduction to Data Scientists Toolbox/015 Datatypes demo.mp4 41.72 MB
04 Machine Learning/054 Cross Validation Hyperparameter Demo.mp4 41.55 MB
04 Machine Learning/042 Decision Trees Demo.mp4 39.26 MB
04 Machine Learning/041 Decision Trees.mp4 35.5 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/030 Feature Engineering.mp4 34.74 MB
04 Machine Learning/035 Introduction to Machine Learning.mp4 34.16 MB
04 Machine Learning/038 Regression Demo.mp4 30.98 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/028 Univariate Analysis 2.mp4 30.74 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/031 Introduction to Statistics.mp4 30.44 MB
04 Machine Learning/058 RF XGB Demo.mp4 30.2 MB
05 Capstone Project/065 EDA and Feature Engineering.mp4 27.11 MB
04 Machine Learning/055 Ensemble Modeling.mp4 27.05 MB
04 Machine Learning/049 Model Evaluation - Classification Demo.mp4 25.97 MB
04 Machine Learning/037 Simple Multiple Linear Regression.mp4 23.8 MB
05 Capstone Project/066 Approach for Model Development Evaluation Optimization.mp4 22.98 MB
05 Capstone Project/063 Business Solution Blueprint.mp4 22.15 MB
01 Introduction/004 The Problem Landscape.mp4 21.53 MB
04 Machine Learning/050 Regularization Hyperparameter tuning.mp4 21.05 MB
02 Introduction to Data Scientists Toolbox/020 Data Engineering 3.mp4 20.65 MB
02 Introduction to Data Scientists Toolbox/012 Installation Setup.mp4 20.41 MB
04 Machine Learning/040 Classification Logistic Regression Demo.mp4 19.99 MB
04 Machine Learning/047 Model Evaluation - Regression Demo.mp4 19.48 MB
02 Introduction to Data Scientists Toolbox/016 Datatypes- Numpy.mp4 19.24 MB
01 Introduction/007 Exploring the Data Scientists Toolbox.mp4 18.82 MB
02 Introduction to Data Scientists Toolbox/017 Datatypes-Pandas.mp4 18.34 MB
04 Machine Learning/043 Unsupervised Learning - Clustering.mp4 18.19 MB
04 Machine Learning/039 Classification - Logistic Regression.mp4 17.69 MB
05 Capstone Project/061 Project Use Case Overview.mp4 15.68 MB
05 Capstone Project/064 Explore Define a ML use case.mp4 15.66 MB
04 Machine Learning/048 Model Evaluation - Classification.mp4 14.72 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/027 Univariate Analysis.mp4 14.62 MB
04 Machine Learning/044 Unsupervised Learning Clustering Demo.mp4 14.56 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/032 Probability Distributions.mp4 14.54 MB
04 Machine Learning/056 Random Forest Bagging.mp4 13.97 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/025 Machine Learning Methodology.mp4 13.61 MB
02 Introduction to Data Scientists Toolbox/021 Functions.mp4 13.42 MB
02 Introduction to Data Scientists Toolbox/019 Data Engineering 2.mp4 12.91 MB
04 Machine Learning/051 Bias Variance Tradeoff.mp4 12.69 MB
01 Introduction/005 Defining Data Science.mp4 12.22 MB
01 Introduction/003 The Bigger Picture.mp4 11.42 MB
04 Machine Learning/052 Cross Validation.mp4 10.97 MB
05 Capstone Project/067 Storyboarding.mp4 10.78 MB
04 Machine Learning/053 Hyperparameter Tuning.mp4 10.23 MB
05 Capstone Project/062 Defining the Problem Statement.mp4 10.22 MB
02 Introduction to Data Scientists Toolbox/013 Datatypes Overview.mp4 9.85 MB
04 Machine Learning/045 Unsupervised Learning -Association Rules.mp4 8.92 MB
02 Introduction to Data Scientists Toolbox/010 Quick recap of Python.mp4 8.57 MB
02 Introduction to Data Scientists Toolbox/011 Python 2.7 vs Python 3.5.mp4 7.95 MB
04 Machine Learning/046 Model Evaluation - Regression.mp4 7.85 MB
01 Introduction/006 Demystifying AI-ML-Data Science.mp4 7.76 MB
04 Machine Learning/057 XGBoost Boosting.mp4 7.2 MB
05 Capstone Project/060 Overview of Contents.mp4 6.12 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/026 Exploratory Data Analysis.mp4 6.03 MB
02 Introduction to Data Scientists Toolbox/014 Spyder tour.mp4 5.94 MB
04 Machine Learning/036 Supervised Learning.mp4 5.91 MB
04 Machine Learning/034 Overview of Contents.mp4 4.7 MB
04 Machine Learning/attached files/033 Module-4.pptx 4.08 MB
02 Introduction to Data Scientists Toolbox/009 Overview of Contents.mp4 3.24 MB
01 Introduction/002 Overview of Contents.mp4 3.22 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/attached files/023 Module-3.pptx 3.15 MB
02 Introduction to Data Scientists Toolbox/attached files/008 Module-2.pptx 3.1 MB
05 Capstone Project/attached files/059 Module-5.pptx 2.9 MB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/024 Overview of Contents.mp4 2.44 MB
01 Introduction/attached files/001 Module-1.pptx 1007.21 KB
05 Capstone Project/attached files/059 Module-5-Code-Data.zip 1006.26 KB
04 Machine Learning/attached files/033 Module-4-Codes.zip 7.55 KB
02 Introduction to Data Scientists Toolbox/attached files/008 Module-2-Codes.zip 4.52 KB
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/attached files/023 Module-3-Codes.zip 1.79 KB
05 Capstone Project/059 Download PPT Code and Data.html 902 B
02 Introduction to Data Scientists Toolbox/008 Download PPT and Code.html 890 B
03 Exploratory Data Analysis Feature Engineering and Hypothesis Testing/023 Download PPT and Code.html 890 B
04 Machine Learning/033 Download PPT and Code.html 890 B
01 Introduction/001 PPT.html 872 B
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