Primers

Genomics:

• DeepExplainer with the model trained on simulated genomic data from the DeepLIFT

DataBricks Series:

• 3 common Data Modeling Techniques
• Dimensional modeling and Kimbal Architecture
• SQL Fundamentals in databricks
• Common analytics Query Patterns
• Processing Big data using Apache Spark in Databricks
• Building Data Pipelines in Databricks

Software Engineering:

• On Building Reliable Data Products
• Tips for writing maintainable Python code
• Common UNIX commands
• Git
• Is Julia Going to Replace Python?
• Software Engineering concepts that every Bioinformatics professional must know

Statistics:

• Art of Data Visualization
• Exploratory Data Analysis

 Data Generation techniques

• DNA/RNA extraction
• protein extraction
• western blotting,
• PCR,
• agarose gel electrophoresis,
• SDS-PAGE, cloning, and recombinant DNA technology