4.10 Debugging python

#Module 5 : Python for Data Science: Numpy
Section 5 is divided into sub sections

👉 5.1 Numpy Introduction

👉 5.2 Numerical operations on Numpy

5.1 Numpy Introduction

5.2 Numerical operations on Numpy

#Module 6 : Python for Data Science: Matplotlib

👉 6.1 Getting started with Matplotlib

6.1 Getting started with Matploitb

#Module 7 : Python for Data Science: Pandas
Section 7 is divided into sub sections

👉 7.1 Getting started with pandas

👉 7.2 Data Frame Basics

👉 7.3 Key Operations on Data Frames

7.1 Getting started with pandas

7.2 Data Frame Basics

7.3 Key Operations on Data Frames

#Module 8 : Python for Data Science: Computational Complexity

Section 8 is divided into sub sections

👉 8.1 Space and Time Complexity: Find largest number in a list

👉 8.2 Binary search

👉 8.3 Find elements common in two lists

👉 8.4 Find elements common in two lists using a Hashtable/Dict

8.1 Space and Time Complexity: Find largest number in a list

8.2 Binary search

8.3 Find elements common in two lists

8.4 Find elements common in the two lists using a Hashtable/Dict

#Module 9 : SQL

Section 9 is divided into sub sections

👉 9.1 Introduction to Databases

👉 9.2 Why SQL?

👉 9.3 Execution of an SQL statement.

👉 9.4 IMDB dataset

👉 9.5 Installing MySQL

👉 9.6 Load IMDB data.

👉 9.7 USE, DESCRIBE, SHOW TABLES

👉 9.8 SELECT

👉 9.9 LIMIT, OFFSET

👉 9.10 ORDER BY

👉 9.11 DISTINCT

👉 9.12 WHERE, Comparison operators, NULL

👉 9.13 Logical Operators

👉 9.14 Aggregate Functions: COUNT, MIN, MAX, AVG, SUM

👉 9.15 GROUP BY

👉 9.16 HAVING

👉 9.17 Order of keywords.

👉 9.18 Join and Natural Join

👉 9.19 Inner, Left, Right and Outer joins.

👉 9.20 Sub Queries/Nested Queries/Inner Queries

👉 9.21 DML:INSERT

👉 9.22 DML:UPDATE , DELETE

👉 9.23 DDL:CREATE TABLE

👉 9.24 DDL:ALTER: ADD, MODIFY, DROP

👉 9.25 DDL:DROP TABLE, TRUNCATE, DELETE

👉 9.26 Data Control Language: GRANT, REVOKE

👉 9.27 Learning resources

👉 9.28 Assignment-22: SQL Assignment on IMDB data

9.1 Introduction to Databases

9.2 Why SQL?

9.3 Execution of an SQL statement

9.4 IMBD dataset