02:09

Synthetic Data for Edge Cases

02:47

The Value of Synthetic Data

01:40

100 Estimators for a Random Forest

11:21

K-Means Clustering using Python

04:46

K-Nearest Neighbors (KNN) using Python

05:09

Hierarchical Clustering using Python

18:38

Logistic Regression using Python

25:25

Understanding Decision Trees using Python (scikit-learn)

27:19

Data Visualization with Matplotlib and Seaborn (Python)

11:01

Bank Holding Company Analysis using Python (J.P. Morgan)

28:39

Data Manipulation with Pandas (Python)

07:56

Setup and use JupyterHub/Jupyter (TLJH) on AWS EC2

01:54

Train Test Split using Python (Scikit-Learn)

02:42:45

Introduction to Scikit-Learn (Data Science Go Virtual October 25, 2020)

02:19

How to write a data science blog

02:06

How to ask for a Referral (Data Scientist, Data Analyst, etc)

02:01

Bagged Trees using Scikit-Learn (Python)

09:41

Install Anaconda and Jupyter on Windows (2020)

05:07

Boxplots using Matplotlib, Pandas, and Seaborn Libraries (Python)

04:47

Normal Distribution and Standard Normal Table (Z-Table) Example

10:30

Python Sets and Set Theory

03:13

Differences between Python Tuples and Lists

30:25

About me + Getting a Data Science Job

18:01

Setup Windows Server with Amazon Web Services (AWS) EC2 + Setup Data Science Environment

05:16

Install Git on Windows

19:56

Principal Component Analysis (PCA) using Python (Scikit-learn)

31:52

Web Scraping in Python using Scrapy: Scraping a Crowdfunding Website

08:04

Install Python (Anaconda) on Windows + Setting Python and Conda Path (2017)

04:50

Install R and RStudio on Mac

10:46

While Loops and Prime Numbers using Python

04:23

Setting up and using Jupyter (IPython) Notebooks on AWS

10:07

Install PyCharm and Anaconda on Windows, Mac, and Ubuntu

13:11

Logistic Regression using Python (Sklearn, NumPy, MNIST, Handwriting Recognition, Matplotlib)

08:29

Python Word Count (Filter out Punctuation, Dictionary Manipulation, and Sorting Lists)

06:38

Python Dictionaries and Dictionary Manipulation

09:51

Python Tuples, Tuple Manipulation, and Fibonacci Sequence

08:01

Python Interview Question FizzBuzz

11:23

Python For Loops

07:20

Python List and List Manipulation

10:32

Python Elif Statements

05:25

Python Else Statements

06:57

Python If Statements

03:28

Python Math Operators

08:27

Python Hello World and String Manipulation

14:02

Environment Management with Conda (Multiple Python Versions, Configuring Jupyter Notebooks)

12:08

Install Spark on Windows (PySpark) + Configure Jupyter Notebook

13:02

Data Scientist’s Toolbox Project (JHU Coursera, Course 1)

05:24

Making a Website on Github (part 1)

01:48

How to Record Videos on Mac

03:29

Install R and RStudio on Windows 7, 8, and 10

04:45

Linear Regression using R

04:09

Twitter API using R (part1)

04:06

Github API using R

08:16

Install R and RStudio on Ubuntu 12.04/14.04/16.04

04:25

Setting up TensorFlow 0.10 with Python 2.7 OR 3.5 with Anaconda on AWS GPU-instance

04:57

3D Heatmaps and Subplotting using Matplotlib and Seaborn (Subscriber Request)

07:04

AWS EC2: Part 4 Starting a Jupyter (IPython) Notebook Server on AWS

06:08

Install Spark on Ubuntu (PySpark) + Configure Jupyter Notebook

07:56

Heatmaps using Matplotlib, Seaborn, and Pandas

06:22

AWS EC2: Part 3 Installing Anaconda on EC2 Linux