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Cohort 136 - (Da/Ds/GenAI/AI - SS)
Course content
18 sections | 36 lessons
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Batch link. passcode and updates section
1 Lessons
Introduction to data analytics/science & Python Installation
2 Lessons
1. Python and IDE installation 2. Introduction to Excel
2 Lessons
Analytics using Excel
2 Lessons
1. Excel advanced formulae - class project completions 2. Python: variables, mathematical operations, basic data types, type(), format string
2 Lessons
1. Relational operators 2. Logical operators 3. functions: input(), int(), range() 4. conditions: if, elif, else 5. introduction to for loop
2 Lessons
1. Conditions: Practice Programs 2. Loops: For loop, Nested For loop and While loop
2 Lessons
1. For loop 2. While Loop 3. match-case 4. Mini Project
2 Lessons
* String declaration * String Operations * indexing * string methods Introduction to List
2 Lessons
1. List 2. Tuple 3. Dictionary. 4. Exercises in Lists and Dictionary 5. Assignment 2 (Python -1)
2 Lessons
1. Sets in Python 2. Function tutorial: Arguments (Required, Default, Positional, Keyword, variable length), Return type, doc string 3. Modules
2 Lessons
1. Practice functions in Python 2. Class and objects in Python
3 Lessons
1. PIVOT in excel 2. LAMBDA functions 3. Map(), Filter(), Reduce() in Python lists 4. Exception handling in Python
2 Lessons
1. File Handling in Python 2. Introduction to Database, RDBMS 3. Keys in Database 4. Relationships 5. MYSQL Installation
2 Lessons
SQL Commands * CREATE , DROP Table in SQL
2 Lessons
SQL tutorial * Insert , Update, Truncate * Select session 1
2 Lessons
1. SELECT Commands in SQL - session 2 2. INDEX, VIEWS and TEMPORARY TABLES IN MYSQL
2 Lessons
1. Stored Procedures in MYSQL 2. Statistics: Types of data, Descriptive statistics, Handing data
2 Lessons
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