Coding For Biologist Training Program April 2024
Your Instructor
Course Curriculum
Getting Started
Available in
days
days
after you enroll
Recorded Lectures
Available in
days
days
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 (64:16)
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StartDay 2: Data Import and Manipulation Working with Biological Data Formats Basic Data Manipulation with Python and R (30:23)
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StartDay 3: Data Visualization Introduction to Data Visualization Creating Basic Plots with Matplotlib (Python) and ggplot2 (R) (60:31)
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StartDay 4: Exploratory Data Analysis (EDA) Understanding Your Biological Data EDA Techniques in Python and R (39:54)
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StartDay 5: Introduction to Bio Python What is Bio Python? Basic Bio Python Functions for Sequence Analysis (35:09)
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StartDay 6: Sequence Alignment Introduction to Sequence Alignment Pairwise Sequence Alignment with Bio Python (66:18)
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StartDay 7: Multiple Sequence Alignment Multiple Sequence Alignment with Bio Python Sequence Alignment Tools and Techniques (57:22)
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StartDay 8: Phylogenetic Analysis Building Phylogenetic Trees Tree Visualization and Interpretation (59:30)
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StartDay 9: Sequence Feature Analysis Identifying and Annotating Sequence Features Sequence Motif Search with Bio Python (59:30)
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StartDay 10: Protein Structure Analysis Introduction to Protein Structure Analysis Using Bio Python for Protein Structure Data (60:36)
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StartDay 11: Clinical Data Preprocessing Cleaning and Organizing Clinical Data Handling Missing Data (57:15)
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StartDay 12: Survival Analysis Introduction to Survival Analysis Kaplan-Meier Estimator and Cox Proportional Hazards Model in R (57:22)
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StartDay 13: File Parsing and Data Retrieval Reading and Writing FASTA Files Parsing GenBank Files (52:27)
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StartDay 14: CADD data analysis using Python and BioPython Working with molecular structures and visualization for drug designing Analyzing drug bioactivity data to screen potential drug candidate (60:42)
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StartDay 15: Project and Presentation Applying Biological Data Analysis in a Research Project (57:56)
Frequently Asked Questions
When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.