Python Complete Tutorial for Beginners [Full Course] 2019 - Part 2

This is the part 2 of Learn python from scratch in this python complete course for beginners [Full Course] and for Computer Science with Python CBSE class XI and XII students. It will help you develop skills in data science, machine learning using libraries like pandas, numpy, matplotlib and sci-kit learn.

I am talking about more than 100 topics for a daily tasks of data science, data engineering, data analysis and data visualization.

You'll see that almost every python topic is covered related to day to day tasks.

You can find the topics in comment list.

Dataset - To get the data file, please add a comment in the comment box about this video and with leave the message to give you the file along with your email id.

0:00 Introduction of numpy array - how to create numpy array from list and tuple
10:24 using linsapce ones and zeros numpy function to create arrays
16:10 python numpy basics - slicing and dicing numpy array values and applying statsitical function
33:45 How to iterate over python numpy array using for loop
35:00 How to iterate over two or multi dimensional numpy array using for loop
37:01 How to compare arrays in python
41:02 How to identify the size of an array
43:30 how to select single and multidimensional values of array
53:48 Creating and Manipulating Python Lists
1:09:53 How to loop over list to get index as well as value - python enumerate loop
1:12:57 Lists For loop in Python
1:16:53 How to loop over python nested list
1:18:54 Formatting for loop list output
1:22:01 Python List Comprehension Introduction
1:24:06 List comprehension with range function
1:27:24 Using If else in python list comprehension
1:29:45 Conditions in list python list comprehension
1:33:19 Nested for loops in python list comprehension
1:35:35 How and why to create python dictionaries
1:40:32 How to add single or multiple elements in python dictionaries
1:42:55 How to update single or multiple values of dictionary
1:44:38 How to remove single or multiple elements from dictionary
1:46:19 Accessing elements of nested dictionary - working with nested dictionary
1:49:11 How to add a new element in nested dictionary
1:51:43 How to create python dictionary from lists
1:53:54 How to create dictionary from dataframe
1:56:38 How to efficiently access python dictionary data with get method
1:59:58 How to remove dictionary keys and values
2:04:13 How to check whether the key is part of python dictionary or not
2:05:39 How to create dictionary only with keys - dictionary fromkeys method
2:10:06 How to sort the dictionary by keys as well as by value
2:13:15 How to iterate over dictionary in python
2:16:27 Iterating or looping through the dictionary values and processing it
2:20:08 Iterating dictionary along with conditional if else statements
2:22:32 How to combine or merge two dictionaries into one
2:25:03 Python Dictionary setdefault method
2:27:18 Python dictionary comprehension
2:32:13 Dictionary comprehension on a real data
2:35:25 Accessing Dictionary key and value using map and lamda function
2:37:56 Accessing Nested list within lambda expression and map function
2:43:06 Filtering Dictionaries using filter function and lambda expression
2:46:12 How to zip and unzip lists or dictionaries in python
2:50:45 How to process multiple list with map function and lambda expression
2:57:42 How to create dataframe from dictionary