Data Analysis with Pandas and Python [2020] for Beginners
- Description
- Curriculum
- FAQ
- Reviews
Recent Reviews:
—> “Thanks to Piyush Sir, for explaining basics of python in a lucid way.
I would recommend this course, whoever is very much new to Python and interested in understanding basic concepts of Numpy and Pandas from scratch.”
—>”Yes, this is course i was looking for my knowledge which will eventually help me in my professional growth.
I will surely recommend this course to anyone who is interested in Data science or Data Engineering”
**** Lifetime access to course materials . 100% money back guarantee ****
The course is packed with real life projects examples and include Covid19 Data Analysis ( real life Hospital Data ) which you will be doing as part of Assignment. Solutions and source code is provided
-
Get Transformed from Beginner to Expert .
-
Become expert in using Python Pandas,NumPy libraries ( the most in-demand )
-
Source Codes are provided for each session so that you can practise along with the lectures..
-
Start doing the extrapolatory data analysis ( EDA) on any kind of data and start making the meaningful business decisions
-
Start python programming professionally
-
Extract data from various sources like websites, pdf files, csv and RDBMS databas
-
Start using the highest in-demand libraries used in Data Science / Data Analysis project : Pandas , NumPy
-
Start making visualisations charts – bar chart , box plots which will give the meaningful insights
-
Learn the art of Data Analysis , Visualizations for Data Science Projects
We will also go through Melbourne Real estate data , market data , Covid 19 Data and analyse which factors are key to decide car price .
-
1
Why Learn Python ?Why one should learn Python ?
It gives introduction of python , its real world applications and course-outline.
-
2
How to make the Best use of this Course
-
3
Installation of Developer Environment -Anaconda & Jupyter
-
4
Crash Course -1 : Python Basic Program
-
5
Crash Course -2 : Python Basic Program
-
6
Python Basicssentence = "how are you "
Which one of the following removes space at the end?
-
7
Introduction to Python List
-
8
Understanding Python List
-
9
Introduction to Tuples
-
10
Understanding Tuples
-
11
Python List and Tuples
Test your understanding of List and Tuples
-
12
Introduction to Dictionary
-
13
Understanding Dictionary
-
14
Python Sets
-
15
Dictionary
Test your understanding of Dictionary
-
16
If else Conditions - Decisions Making
-
17
Testing you Decision Making Skills (If elif If )
Testing you Decision Making Skills (If elif If )
-
18
Python Loops- Intro
-
19
Understanding For and While Loop
-
20
Python Comprehensions-Intro
-
21
Comprehension ; Loops in List,Dictionary
-
22
Loops
Understanding Loops in various scenarios
-
23
Python Function-Intro
-
24
Understanding Python Function
-
25
Functions
Apply Functions
-
26
Map,Reduce,Filter -Introduction
-
27
Map,Reduce ,Filter -Using Lambda Functions
-
28
Assignment-Map Reduce Filter
-
46
Introduction to the world of Visualisation
-
47
Types of Plots
-
48
Matplotlib Basics
-
49
Matplotlib-Marketing Data Plots ( Boxplots,Histograms,Scatter)
-
50
Searborn-Basics - Beautify the plots ( Boxplots,histograms,scatter )
-
51
Seaborn-Correlation Matrix
-
52
Aggregators Plots ( Bi-variate Analysis ) - Bar Charts , Boxplots , Histograms
-
53
Timeseries Plots - Heatmap Plots
