Data Analysis with Pandas, NumPy and PostgreSQL - Masterclass

What you'll learn
You will be able to program in Python professionally
Be able to use Python for data science and machine learning
You will be able to use Python for your own work problems or personal projects.
Importing and creating data frame in python
Learn everything there is to know about pandas - from absolute scratch!
Perform a multitude of data operations in Python's popular pandas library including grouping, pivoting, joining and more!
Master the essentials of NumPy
Learn how to explore, transform, aggregate and join NumPy arrays
Create your own database or interact with existing databases
You will write basic to advance SQL queries
Requirements
Basic Python
Description
***** Enrol now in the most comprehensive and up-to-date (Nov 2022) course available for the Data Analysis with Pandas, NumPy and PostgreSQL Concepts! *****
About the Instructor.
This course is led by Aditya Dhandi - an international trainer, consultant, and data analyst with over 100 000 enrollments on Udemy. Aditya specializes in teaching data analysis techniques, Excel Pivot Tables, Power Pivot, Microsoft Power BI, & Google Data Studio & his courses average 4+ stars out of 5.
He's also the founder of the popular website, Jobshie.
Why learn Pandas?
If you've spent time in a spreadsheet software like MS Excel or Google Sheets and want to take your data analysis skills to the next level, this course is for you!
Pandas is a Python package providing fast, flexible, and expressive data structures designed to make working with "relational" or "labeled" data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real-world data analysis in Python.
Pandas is the most powerful and flexible open source data analysis/manipulation tool available in any language.
pandas is well suited for many different kinds of data
Tabular data with heterogeneously-typed columns, as in an SQL table or Excel spreadsheet
Ordered and unordered (not necessarily fixed-frequency) time series data.
Arbitrary matrix data (homogeneously typed or heterogeneous) with row and column labels
Any other form of observational / statistical data sets. The data need not be labeled at all to be placed into a pandas data structure
Why Learn Numpy?
The central object in Numpy is the Numpy array, on which you can do various operations.
The key is that a Numpy array isn't just a regular array you'd see in a language like Java or C++, but instead is like a mathematical object like a vector or a matrix.
That means you can do vector and matrix operations like addition, subtraction, and multiplication.
The most important aspect of Numpy arrays is that they are optimized for speed. So we're going to do a demo where I prove to you that using a Numpy vectorized operation is faster than using a Python list.
Then we'll look at some more complicated matrix operations, like products, inverses, determinants, and solving linear systems.
Why Learn Advanced SQL and PostgreSQL?
It is almost impossible not to interact with a database daily, Every Mobile Application or Website you use uses a database to commit your request, You just don't know it, Which makes you wonder, What is a database? Why is it important? how can I communicate with it? and most importantly, What's SQL?
SQL is a Standard Structured Query Language that you can use to code queries to interact with a database. PostgreSQL is a database management system that uses SQL to interact with the database.
SQL is by far the most coding skill in demand in the tech industry and it is one of the fastest ways to improve your career prospects, Whether you're a Mobile developer, A Web Developer, A Data Scientist, A Data Analyst, or Even New to the tech industry, You have to learn Databases and SQL.
Finally, This course is concise and to the point, It aims to teach you the basics of Databases and SQL from Beginner to Intermediate bearing in mind how valuable is your time.
Key Features
Video Lectures: Learn the best ways to learn Data Analysis with Pandas, NumPy and PostgreSQL
Course Certificate: Complete the course and show off your skills with the course certificate.
Learn from experts: Your expert instructor will teach you Data Analysis with Pandas, NumPy and PostgreSQL skills you can apply immediately.
Full Excess: There is no time limit, so take the course at your own pace and retake lessons as you need.
Use any Device: Join the course using any modern browser on your phone, tablet and computer.
Ask Question: Ask questions and share ideas with other students in the course community.
What's included?
High quality video lessons to build your knowledge and skills.
Guided walk-throughs with techniques and tips.
14 pre-built dashboards you can use and customize.
Practical exercises to apply your skills.
Quizzes to reinforce learnings and test your knowledge.
Private discussion area where you can ask questions.
Course certificate for completing the lessons and assignment.
Full access lets you review lessons whenever you need.
Updates when lessons in the course are refreshed.
Jobshie Academy Reviews
300+ learner reviews | 4+ average rating
We help learners across the globe develop new skills and achieve their personal and professional goals. Browse learner reviews below to discover how people enjoy the online learning experience at Jobshie Academy.
"I have gained useful skills while learning this course. I can consider myself a data analysis specialist. Thank you"
by Joseph Israel
"I was a nice experience about this course as it introduces with many topics which are related to data analysis ."
by Sreeraj Mopkar
"very good explaination , bohot achhe se sab samajh aata hai ...100% Understanding all concept very much....excellent explanation"
by Moosa Khan
"The course is very instructive and didactic, I liked it, it is all the information I need for my activities"
by Jaime Ronald Palma Aguilar
"yeah it was such a great course, the teacher took time out to disect all angles of Excel, he touched all the essential parts, needed for our daily use of excel. Thanks a lot"
by Unyime Joshua
"The instructor is very knowledgeable and teach in a very engaging way. I totally recommend this course.????"
by Aditya
FAQs
When does the Data Analysis with Pandas, NumPy and PostgreSQL course start and finish?
The course starts as soon as you join! It is a completely self-paced online course, so you decide when you start and when you finish.
How long does it take to complete the course?
We recommend taking the course over two to three weeks, so you have time to apply the lessons to your account (or your client's account). That being said we've seen people complete the course in a week and others that spread the lessons over a couple of months.
How long do I have access to the Data Analysis with Pandas, NumPy and PostgreSQL course?
You receive full access to the course so that you can take the lessons at any time. You can rewatch lessons whenever you like and any lesson updates are included.
Will I receive a certificate?
Yes, once you complete all of the lessons, exercises, quizzes, and course assignment, you'll receive your course certificate.
What are you waiting for?
There's never been a better time to add a skill like programming to your toolbox and Data Analysis with Pandas, NumPy and PostgreSQL to get started. So check out the free preview and get enrolled! You've got nothing to lose and everything to gain!
Who this course is for
Students and professionals with little Numpy experience who plan to learn deep learning and machine learning later
Students and professionals who have tried machine learning and data science but are having trouble putting the ideas down in code
Students and professionals who wants to do data analysis using python.
Python developer who wants to do analysis of tabular data.
Anyone interested in learning more about SQL, PostgreSQL, or basic data analysis!
Anyone who wants to learn about database and data management systems
Homepage

https://www.udemy.com/course/numpy-pandas-postgresql-basic-to-advanced-for-beginners/

Data Analysis with Pandas, NumPy and PostgreSQL - Masterclass Fast Download
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