Coding For Biologist - 15 Days Hands-on Training on Python, R, BioPython & CADD Biological Data analysis - Nov 2023
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Course Curriculum
Coding For Biologist Training
Available in
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days
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Session Recordings
Available in
days
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after you enroll
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StartDay 1 : Getting Started with Python and R Python vs. R for Biological Data Analysis Installing Python, R, and Required Libraries (59:57)
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StartDay 2 : Data Import and Manipulation : Working with Biological Data Formats Basic Data Manipulation with Python and R (56:41)
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StartDay 3 : Data Visualization :Introduction to Data Visualization Creating Basic Plots with Matplotlib (Python) and ggplot2 (R) (60:45)
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StartDay 4 : Exploratory Data Analysis (EDA) Understanding Your Biological Data EDA Techniques in Python and R (54:23)
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StartDay 5 : Introduction to Bio Python What is Bio Python? Basic Bio Python Functions for Sequence Analysis (59:15)
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StartDay 6: Sequence Alignment (59:38)
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StartModule 7: GC Content Calculation (62:18)
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StartModule 8: Sequence Transcription and Translation (59:04)
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StartModule 9: Motif Search in Sequences (50:51)
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StartModule 10: Calculating Molecular Weight of Proteins (44:13)
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StartModule 11: Nucleotide Frequency Analysis (63:23)
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StartModule 12: Amino Acid Composition Analysis (59:32)
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StartModule 13: Introduction to Multiple Sequence Alignment (60:34)
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StartModule 14: Sequence Alignment Tools and Techniques (45:02)
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StartModule 15: Phylogenetic Tree Construction (44:08)