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Quantitative Biological Research with Python - Lesson 3, TA 2/3 - JSON, CSV, Functional Programming
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Part 2/3 of Nadav's TA lecture on the 3rd week of the course, given on 2019-11-13.
Topics covered in this part:
1. Analyzing a complex data structure (viral genome) [0:00]
2. Writing JSON files [3:20]
3. Reading & writing JSON as strings [5:18]
4. Parsing CSV files and gzip (working with the GENCODE GTF format) [7:40]
5. Writing CSV files [19:42]
6. Functional programming [22:30]
6.1. Lambda functions [22:30]
6.2. The filter & map functions [32:22]
Topics covered in this part:
1. Analyzing a complex data structure (viral genome) [0:00]
2. Writing JSON files [3:20]
3. Reading & writing JSON as strings [5:18]
4. Parsing CSV files and gzip (working with the GENCODE GTF format) [7:40]
5. Writing CSV files [19:42]
6. Functional programming [22:30]
6.1. Lambda functions [22:30]
6.2. The filter & map functions [32:22]
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Quantitative Biological Research with Python - Welcome
Quantitative Biological Research with Python - Lesson 1, TA 2/4 - Introduction & Basics
Quantitative Biological Research with Python - Lesson 1, TA 3/4 - Introduction & Basics
Quantitative Biological Research with Python - Lesson 7, TA 1/4 - Pandas
Quantitative Biological Research with Python - Lesson 10, TA 1/4 - Statistics
Quantitative Biological Research with Python - Lesson 2, Lecture - GENCODE, RefSeq
Quantitative Biological Research with Python - Lesson 4, TA 1/3 - Biopython, Functional Programming
Quantitative Biological Research with Python - Lesson 5, Lecture - Sequence Alignment
Quantitative Biological Research with Python - Lesson 6, Lecture - Pfam
Quantitative Biological Research with Python - Lesson 1, TA 4/4 - Introduction & Basics
Quantitative Biological Research with Python - Lesson 9, TA 1/3 - OOP & Advanced Pandas
Quantitative Biological Research with Python - Lesson 2, TA 1/3 - More Python
Quantitative Biological Research with Python - Lesson 10, TA 3/4 - Statistics
Quantitative Biological Research with Python - Lesson 8, TA 1/3 - Visualization
Quantitative Biological Research with Python - Lesson 8, Lecture - Gene Expression
Quantitative Biological Research with Python - Lesson 7, TA 3/4 - Pandas
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Quantitative Biological Research with Python - Lesson 10, TA 2/4 - Statistics
Quantitative Biological Research with Python - Lesson 3, TA 2/3 - JSON, CSV, Functional Programming
Quantitative Biological Research with Python - Lesson 7, TA 2/4 - Pandas
Quantitative Biological Research with Python - Lesson 11, TA 1/3 - Statistics (cont.)
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