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Python Course for Data Analysis Numpy + Pandas + Matplotlib

Python Course for Data Analysis Numpy + Pandas + Matplotlib

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Size
4.2 GB
Seeders
2
Leechers
1
Files
98
Category
Other
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Description
Description

Hello and welcome to the course !

I hope you are exited to start this journey of learning python for data analysis.

By the end of this course you be able to comfortably manipulate and visualize your data.

I just want a commitment from you that you will attempt all the 13 quizzes that are distributed across each of the modules and also solve the Final assignment honestly. Why ? Because the more you practice the better you code.

Why you should take this course :

It’s Memorable: You’ll learn the “why” behind everything you do, so you remember the concepts and can use them on your own later.

It’s the Perfect Length: The course is just 6.5 hours long, so you’ll actually be able to finish it and get your certificate.

It Goes at the Perfect Pace: You will learn the Python fundamentals at a pace tailored to beginners. This means you won’t get left behind, and won’t waste time on irrelevant filler.

It’s Practical: You actually use Pandas to manipulate data. It’s not just dry theory. You can see you’ve understood by solving Quizes at the end of each section. There is a mega coding assignment to give you a hands on flavour and make you more confident in this skill. Over time i will keep on adding more coding assignmet for your practice.

Now, let’s have a look at the course outline.

We will start by laying some foundation with the below lectures :

Basic Introduction to Python.
Numpy Package, which forms the foundation of Pandas Package.

Then, we will learn about :

Data Types in Python to store collections of data.

Then we will start with the following :

Create Dataframe in Pandas from different file formats.
Data Selection and Filtering.
Merging and aggregations which forms the back bone of the dataframe analysis.
Working with Datetime using pandas.
Advance Data Manipulation.
Loops and Functions.
Data Visualization.
Assignment – Work Fitbit User Activity data.

Try out the course for a full 30 days, with a Udemy-approved Zero Risk, 30 Day 100% Money Back Guarantee! You have absolutely nothing to lose and everything to gain!

Enroll in the Python for Data Analysis course Now! — You’ll be glad that you did!
Who this course is for:

Anyone who is looking to learn python for data analysis

Requirements

No programming experience needed. You will learn everything you need to know.

Last Updated 11/2021

File list
  • Python Course for Data Analysis Numpy + Pandas + Matplotlib
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  • TutsNode.com.txt 63 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/1. Getting Started/2. Setting up the environment.mp4 95.7 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/1. Pivot Table Part 1.mp4 102.9 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/2. Pivot Table Part 2.mp4 88.9 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/4. Stack Unstack Part 2.mp4 84.4 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/5. Melting a Dataframe.mp4 70.7 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/6. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/11. Iterating over Pandas Dataframe/1. Loops in Python.mp4 136.3 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/11. Iterating over Pandas Dataframe/3. Iterating over Pandas Dataframe Method 1.mp4 79.4 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/11. Iterating over Pandas Dataframe/4. Iterating 50x faster over Pandas Dataframe Method 2.mp4 74.2 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/11. Iterating over Pandas Dataframe/5. Iterating 100x faster over Pandas Dataframe Method 3.mp4 101.4 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/11. Iterating over Pandas Dataframe/6. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/12. User defined functions/1. Using def.mp4 146.7 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/12. User defined functions/2. Lambda and Apply.mp4 139.9 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/12. User defined functions/3. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/13. Working with String Columns/2. String cases.mp4 60.2 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/13. Working with String Columns/3. Removing extra spaces.mp4 101.2 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/13. Working with String Columns/4. Replace and split a string.mp4 142.8 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/13. Working with String Columns/5. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/15. Data Visualization using Matplotlib/1. Line Chart.mp4 56.4 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/15. Data Visualization using Matplotlib/10. Name of the Countries and Grids.mp4 55.8 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/15. Data Visualization using Matplotlib/11. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/15. Data Visualization using Matplotlib/4. Histogram Part 1.mp4 66.9 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/15. Data Visualization using Matplotlib/9. Color of the Countries.mp4 51.9 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/2. Introduction to Python/1.1 Introduction to Python .ipynb 6.8 KB
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  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/1. Create numpy array.mp4 108.1 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/1.1 Numpy.ipynb 13.8 KB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/3. Multi Dimention array.mp4 57.9 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/4. Access elements of an array.mp4 110 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/5. Mathematical Operations on an array.mp4 74.6 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/6. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/4. Data Types in Python/1. Introduction to list.mp4 54.4 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/4. Data Types in Python/1.1 Pandas.ipynb 298 KB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/4. Data Types in Python/2. Access and Modify List.mp4 89.2 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/4. Data Types in Python/3. Operations on a List.mp4 81.8 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/4. Data Types in Python/4. Introduction to Dictionary.mp4 65.5 MB
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  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/1. Introduction to Pandas Creating the first Dataframe.mp4 155.9 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/2. Create Dataframe from csv.mp4 87.6 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/2.1 countries_data.csv 13.8 KB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/3. Creating Dataframes from excel (xlsx).mp4 52.4 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/3.1 countries_data.xlsx 24.9 KB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/4.1 countries_data.txt 13.8 KB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/5. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/6. Data Selection and Manipulation/1. Using loc.mp4 99.9 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/6. Data Selection and Manipulation/3. Modify and filter rows using loc.mp4 83.6 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/6. Data Selection and Manipulation/4. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/7. Merging Dataframes in Pandas/5. Joins using Pandas.mp4 159.5 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/7. Merging Dataframes in Pandas/6. Interview Question 90% candidates get this wrong.mp4 51.7 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/7. Merging Dataframes in Pandas/7. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/8. Aggregations/1. Aggregation Part 1.mp4 85.7 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/8. Aggregations/2. Aggregation Part 2.mp4 114.6 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/8. Aggregations/3. Rank Function.mp4 78 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/8. Aggregations/4. Quiz.html 210 B
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/9. Working with Datetime in pandas/1. Getting Started.mp4 89.6 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/9. Working with Datetime in pandas/2. Weight loss per day.mp4 143.2 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/9. Working with Datetime in pandas/3. Age of the people.mp4 89.9 MB
  • [TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/9. Working with Datetime in pandas/4. Quiz.html 210 B

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