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What You'll Learn
Concepts:
NCBI BLAST Sequence Alignment and Result Interpretation
Homology Modeling for Protein Structure Prediction Using Modeller
Local Pairwise Sequence Alignment: The Smith-Waterman Algorithm
Windows Subsystem for Linux (WSL) Architecture for Running Bioinformatics Tools Without Virtualization
Preparing PDBQT Receptor Files for AutoDock Vina Docking Using MGL Tools
Data Science in Genomic Research
Prepare protein topology in GROMACS using pdb2gmx and OPLS force field
NGS Variant Calling Using GATK Pipeline in Human Genomics
Bioinformatics: Computational Analysis of Biological Data in Genetics and Medicine
Performing Multiple Sequence Alignment Using T-COFFEE on Protein Sequences
Predicting Protein Structures with AlphaFold2 in Google Colab
Phylogenetic Tree Construction
3D Protein Structure Prediction and Result Analysis with I-TASSER
Transmembrane Helix Prediction Using TMHMM
Molecular Dynamics Simulation Fundamentals in GROMACS
NCBI Nucleotide Database: Accession Numbers and FASTA Format
Prokaryotic Promoter Prediction Using BPROM
Molecular Protein-Ligand Docking using AutoDock Vina via CB_Dock
Artificial Intelligence and Machine Learning Fundamentals in Biomedical Diagnostics and Drug Design
The Central Dogma: DNA to Phenotype via Transcription and Translation
InterPro Signature-Based Protein Domain and Function Annotation
Visualizing Protein Structures in PyMOL using Wireframe Sticks Cartoons Ribbons and Surfaces
Python Pip Package Installation
Filling Missing Residues in PDB Structures via Homology Modeling in Modeller
Machine Learning Algorithms in Bioinformatics Data Analysis
Dot Plot Sequence Comparison Using EMBOSS Dotmatcher
Molecular Docking with AutoDock Vina on the SwissDock Server
Global Pairwise Sequence Alignment: The Needleman-Wunsch Algorithm in EMBL-EBI
AlphaFold and RoseTTAFold Predicted Structures in the Protein Data Bank
Eukaryotic Gene Prediction Using Hidden Markov Models in FGENESH
DNA Sequencing Using the Sanger Chain-Termination Method
Ligand-Based Virtual Screening Using the ZINC Database for AutoDock
NCBI PSI-BLAST Iterative Search
Gnomer: Unified Molecular Dynamics Trajectory Analysis (RMSD, RMSF, PCA)
Protein-Ligand Interaction Visualization Using LigPlot+ for Hydrophobic and Hydrogen Bond Analysis