Data Protection Courses

Keith Galli

Generating Mock Data with Python - NumPy, Pandas, and Datetime Libraries

Learn to generate realistic mock sales data using Python libraries like NumPy, Pandas, and Datetime. Create datasets with varied product purchases, timestamps, and addresses for data science practice.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Keith Galli

Intro to Data Visualization in Python with Matplotlib - Line Graph, Bar Chart, Title, Labels, Size

Learn to create and customize line graphs and bar charts using Matplotlib in Python, covering essential visualization techniques like styling, scaling, and annotating plots.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Keith Galli

Complete Python Pandas Data Science Tutorial - Reading CSV-Excel Files, Sorting, Filtering, Groupby

Comprehensive tutorial on Python Pandas for data science, covering data loading, manipulation, analysis, and advanced techniques for handling large datasets.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Bioinformagician

Pseudo-Bulk Analysis for Single-Cell RNA-Seq Data - Detailed Workflow Tutorial

Comprehensive tutorial on pseudo-bulk analysis for single-cell RNA-Seq data, covering the what, why, and how. Includes data manipulation, aggregation, and differential expression analysis using R, Seurat, and DESeq2.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Bioinformagician

How to Analyze Single-Cell RNA-Seq Data in R - Detailed Seurat Workflow Tutorial

Comprehensive tutorial on analyzing single-cell RNA-Seq data using Seurat in R, covering data processing, quality control, normalization, dimensionality reduction, and clustering for genomics research.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Bioinformagician

Visualize Gene Expression Data in R Using Ggplot2 - Bioinformatics for Beginners

Learn to visualize gene expression data using R and ggplot2. Create barplots, density plots, boxplots, scatterplots, and heatmaps from RNA-Seq data. Hands-on tutorial for beginners in bioinformatics.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Bioinformagician

How to Manipulate Gene Expression Data from NCBI GEO in R Using Dplyr - Bioinformatics for Beginners

Learn to manipulate gene expression data from NCBI GEO using R and dplyr. Covers data reading, metadata retrieval, and essential dplyr functions for effective bioinformatics analysis.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Data Professor

How to Build a Portfolio Website for Data Science - Hugo + Hostinger

Learn to build a data science portfolio website using Hugo and host it on Hostinger. Covers site creation, customization, and cloud deployment for showcasing your skills and achievements effectively.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Data Professor

How I Use Notion as a Professor and Content Creator in Data Science

Explore how Notion enhances productivity for a professor and content creator in data science. Learn practical use cases, customization tips, and benefits for teaching, content creation, and portfolio building.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Data Professor

Machine Learning in R - Repurpose Machine Learning Code for New Data

Learn to adapt machine learning code in R for new datasets. Explore data understanding, visualization, and model building techniques using the DHFR dataset as an example.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Learnit Training

SQL Server Reporting Services - Data Analysis Advanced Tutorial

Explore advanced SQL Server Reporting Services techniques for data analysis, including filters, parameters, visualizations, and map creation to enhance your reporting capabilities and meet evolving business needs.

• YouTube
• 1 hour 44 minutes
• Self-Paced
• Free Video

rupert ai

Image Classification with CIFAR 10 - Computer Vision Basics Ep. 1 Loading Data

Practical guide to image classification using CIFAR10 dataset. Learn to load data, create DataLoaders, transform images, and visualize the dataset in PyTorch for computer vision tasks.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

CodeEmporium

SQL You Need as a Data Scientist

Learn essential SQL skills for data science, including SELECT, JOIN, aggregations, CTEs, and window functions. Apply these techniques to time series forecasting and fraud prediction.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

CodeEmporium

How a Data Scientist Fights Fraud - With Code!

Explore data science techniques for fraud detection, including feature engineering, SQL querying, model creation, evaluation, and interpretation, with hands-on coding examples.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

CodeEmporium

A Guide to A/B Testing as a Data Scientist

Comprehensive guide to A/B testing for data scientists, covering experiment design, dataset creation, hypothesis testing, Bayesian methods, and result interpretation using practical examples and code.

• YouTube
• 29 minutes
• Self-Paced
• Free Video