Microsoft Power BI Beginner to Intermediate Course - Data Visualization Training
Comprehensive training on Power BI covering data import, query manipulation, visualization creation, and report design. Learn to create interactive dashboards and gain practical skills in business intelligence.
The Digital Twin for Education and Training
Explore digital twin technology's impact on education and training through expert presentations on management qualification, augmented reality, virtual learning, and industrial automation applications.
Full Data Science Mock Interview Featuring Kylie Ying
Comprehensive mock data science interview covering bot detection on social media, featuring behavioral questions, feature selection, model implementation, dataset creation, and technical details.
Solving Real World Data Science Tasks With Python Beautiful Soup - Movie Dataset Creation
Learn web scraping with Python to create a Disney movie dataset, covering BeautifulSoup, data cleaning, APIs, and various Python libraries for real-world data science tasks.
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.
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.
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.
Tips and Tricks for Building Web Applications in Python With Streamlit
Learn advanced Streamlit techniques for building Python web apps. Covers tips, tricks, components, and automation with Google Sheets and Firebase to enhance app functionality and user experience.
How to Build Your Own Speech-to-Text Transcription App in Python Using AssemblyAI and Streamlit
Learn to build a Speech-to-Text Transcription App using AssemblyAI API and Streamlit. Create a command-line tool and web app to transcribe YouTube videos with Python.
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.
WGS Variant Calling - Variant Filtering and Annotation - Part 2 - Detailed NGS Analysis Workflow
Detailed tutorial on filtering and annotating genetic variants using GATK tools. Covers hard filtering, genotype refinement, and Funcotator for comprehensive variant analysis in bioinformatics workflows.
Weighted Gene Co-expression Network Analysis - Step-by-Step Tutorial - Part 1
Learn step-by-step Weighted Gene Co-expression Network Analysis (WGCNA) for RNA-Seq data, covering data manipulation, outlier detection, normalization, module identification, and visualization techniques.
Single-Cell Trajectory Analysis Using Monocle3 and Seurat - Step-by-Step Tutorial
Step-by-step tutorial on single-cell trajectory analysis using Monocle3 and Seurat. Covers theory, workflow, and practical implementation in R, including data processing, visualization, and gene expression analysis along trajectories.
Setup RNA-Seq Pipeline From Scratch - Fastq to Counts - Step-by-Step Tutorial
Step-by-step tutorial on processing RNA-Seq data: quality control, trimming, alignment, and quantification. Covers tools like FastQC, Trimmomatic, HISAT2, and featureCounts, with comparisons of aligners and best practices.
Bioinformatics and Computational Biology - The Present Gateway to Research
Comprehensive overview of bioinformatics and computational biology, covering research fields, career paths, applications, job prospects, and educational opportunities for aspiring professionals in this cutting-edge domain.
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.
Find Markers and Cluster Identification in Single-Cell RNA-Seq Using Seurat - Workflow Tutorial
Comprehensive tutorial on identifying cell markers in single-cell RNA-Seq data using Seurat, covering various marker identification methods, data visualization, and cluster annotation techniques.
Integrate Single-Cell RNA-Seq Datasets in R Using Seurat - Detailed Seurat Workflow Tutorial
Comprehensive tutorial on integrating single-cell RNA-Seq datasets using Seurat in R, covering data merging, batch effect correction, and visualization techniques for improved analysis.
DESeq2 Basics Explained - Differential Gene Expression Analysis - Bioinformatics 101
Comprehensive guide to DESeq2 for differential gene expression analysis in RNA-seq data, covering statistical models, normalization methods, and key steps in the analysis pipeline.
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.
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.