Python A-Z: Python For Data Science With Real Exercises!

4.4 /5

(34 Ratings)

Offered byUDEMY

Python A-Z: Python For Data Science With Real Exercises!
at
UDEMY
Overview

Duration	11 hours
Total fee	₹699
Mode of learning	Online
Difficulty level	Intermediate
Official Website	Go to Website
Credential	Certificate

Python A-Z: Python For Data Science With Real Exercises!
at
UDEMY
Highlights

Compatible on Mobile and TV
Earn a Cerificate on successful completion
Get Full Lifetime Access

Python A-Z: Python For Data Science With Real Exercises!
at
UDEMY
Course details

Skills you will learn

R Python Operations Data Science Statistics Data visualization

Who should do this course?

This course if for you if you want to learn how to program in Python
This course is for you if you are tired of Python courses that are too complicated
This course is for you if you want to learn Python by doing
This course is for you if you like exciting challenges
You WILL have homework in this course so you have to be prepared to work on it

What are the course deliverables?

Learn to program in Python at a good level
Learn how to code in Jupiter Notebooks
Learn the core principles of programming
Learn how to create variables
Learn about integer, float, logical, string and other types in Python
Learn how to create a while() loop and a for() loop in Python
Learn how to install packages in Python
Understand the Law of Large Numbers

More about this course

Learn Python Programming by doing! There are lots of Python courses and lectures out there. However, Python has a very steep learning curve and students often get overwhelmed. This course is different! This course is truly step-by-step. In every new tutorial we build on what had already learned and move one extra step forward. After every video you learn a new valuable concept that you can apply right away. And the best part is that you learn through live examples. This training is packed with real-life analytical challenges which you will learn to solve. Some of these we will solve together, some you will have as homework exercises. In summary, this course has been designed for all skill levels and even if you have no programming or statistical background you will be successful in this course! I can't wait to see you in class, Sincerely, Kirill Eremenko

Python A-Z: Python For Data Science With Real Exercises!
at
UDEMY
Curriculum

Welcome To The Course

Installing Python (Windows & MAC)

BONUS: Learning Paths

Some Additional Resources!!

FAQBot!

Core Programming Principles

Updates on Udemy Reviews

Types of variables

Using Variables

Boolean Variables and Operators

The "While" Loop

The "For" Loop

The "If" statement

Code indentation in Python

Section recap

HOMEWORK: Law of Large Numbers

Fundamentals Of Python

What is a List?

Let's create some lists

Using the [] brackets

Slicing

Tuples in Python

Functions in Python

Packages in Python

Numpy and Arrays in Python

Slicing Arrays

Section Recap

HOMEWORK: Financial Statement Analysis

Matrices

Project Brief: Basketball Trends

Matrices

Building Your First Matrix

Dictionaries in Python

Matrix Operations

Your first visualization

Expanded Visualization

Creating Your First Function

Advanced Function Design

Basketball Insights

Section Recap

HOMEWORK: Basketball free throws

EARLY BIRD BONUSES

Welcome To The Course EARLY BIRDS!

BONUS #1: R vs Python - Which Is Best?

BONUS #2: R vs Python Cheatsheet - NEED-To-Know Distinctions

BONUS #3: POWER-Technique - Joint Kernal Density Estimate Diagrams

How To Download BONUS Videos

Data Frames

Importing data into Python

Exploring your dataset

Renaming Columns of a Dataframe

Subsetting dataframes in Pandas

Basic operations with a Data Frame

Filtering a Data Frame

Using .at() and .iat() (advanced tutorial)

Introduction to Seaborn

Visualizing With Seaborn: Part 1

Keyword Arguments in Python (advanced tutorial)

Section Recap

HOMEWORK: World Trends

Advanced Visualization

What is a Category data type?

Working with JointPlots

Histograms

Stacked histograms in Python

Creating a KDE Plot

Working with Subplots()

Violinplots vs Boxplots

Creating a Facet Grid

Coordinates and Diagonals

BONUS: Building Dashboards in Python

BONUS: Styling Tips

BONUS: Finishing Touches

Section Recap

HOMEWORK: Movie Domestic % Gross

Homework Solutions

Homework Solution Section 2: Law Of Large Numbers

Homework Solution Section 3: Financial Statement Analysis (Part 1)

Homework Solution Section 3: Financial Statement Analysis (Part 2)

Homework Solution Section 4: Basketball Free Throws

Homework Solution Section 5: World Trends (Part 1)

Homework Solution Section 5: World Trends (Part 2)

Homework Solution Section 6: Movie Domestic % Gross (Part 1)

Homework Solution Section 6: Movie Domestic % Gross (Part 2)

THANK YOU bonus video

Bonus Lectures

***YOUR SPECIAL BONUS***

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Python A-Z: Python For Data Science With Real Exercises!
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Students Ratings & Reviews

4.4/5

34 Ratings

4-5
17
3-4
14
2-3
2
1-2
1

Akshay Deshmukh

Python A-Z: Python For Data Science With Real Exercises!

Offered by UDEMY

Learning Experience: The course gives us a very good starting point for data science using python , the course taught us to use jupyter notebook and code more efficiently in python. The course not only taught about basics but also helped in installation of python packages to make our work efficienct.

Faculty: The faculty who was teaching sounded knowledgeable and has good grasp for python. The course is not too long but has good content. The course is around 12 hours longs with good amount of simple but useful assignment. The price at the course is listed is also good and affordable.

Course Support: It made me approach data science through python as I was trying to achieve using Java, it taught me that python is future and simpler way to it.

Reviewed on 27 Mar 2023Read More

PRASHANT VANJANI

Python A-Z: Python For Data Science With Real Exercises!

Offered by UDEMY

Learning Experience: It was overall good experience and learning, cover everything from scratch level and content is also well organized

Faculty: Good support and mentorship throught the course

Course Support: Supported a lot

Reviewed on 27 Jan 2023Read More

Anjani Anand

Python A-Z: Python For Data Science With Real Exercises!

Offered by UDEMY

Learning Experience: Learning Experience: Knowing Python frameworks is a must, however, it doesn't mean that a Python developer has to know them all. Curriculum: Quite obvious, Python is the main language which you are going to use at work to finish the project.

Faculty: Faculty: There was pre recorded videos but each and every concept you will get by all those materials and documentation i have attended many live session regarding my doubts and it got cleared with the tutors and faculty members Curriculum: all the file which are required are openly available on internet but still it is attached to teh course

Course Support: I got many opportunities after the course as there are my many for data science engineers so i got offer letters from many companies

Reviewed on 14 Dec 2022Read More

Satyanshu Dubey

Python A-Z: Python For Data Science With Real Exercises!

Offered by UDEMY

Learning Experience: The content was great and udemy is a good platform for personality development as well

Faculty: There were no live session but I didn't needed them,the resources provided were sufficient They had updated curriculum and for assessment you have to register on their website

Course Support: I have just completed the course therefore haven't got any job offer yet but i m hopeful

Reviewed on 29 Aug 2022Read More

Rutuja Rajendra Hatgine

Python A-Z: Python For Data Science With Real Exercises!

Offered by UDEMY

Learning Experience: I enjoyed the course and learned a lot from it. The content is well organised and focused on practical situations.

Faculty: He is a very thoughtful teacher who puts a lot of thought into how he presents the material. His lessons were engaging, useful, and he/she was very patient with everyone in class always encouraging his students to try. Course resources was also point to point. assignments for practice it was also help me to improve my knowledge

Course Support: Yes, one session was arranged by sir and it was really good.

Reviewed on 14 Jun 2022Read More

View All 24 Reviews