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Python Course For Data Analysis Numpy + Pandas + Matplotlib
TORRENT SUMMARY
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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
VISITOR COMMENTS (0 )
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/1. Getting Started/2. Setting up the environment.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/1. Pivot Table Part 1.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/2. Pivot Table Part 2.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/4. Stack Unstack Part 2.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/5. Melting a Dataframe.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/10. Advance Data Manipulation/6. Quiz.html
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/11. Iterating over Pandas Dataframe/1. Loops in Python.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/11. Iterating over Pandas Dataframe/3. Iterating over Pandas Dataframe Method 1.mp4
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[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
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[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
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/11. Iterating over Pandas Dataframe/6. Quiz.html
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/12. User defined functions/1. Using def.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/12. User defined functions/2. Lambda and Apply.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/12. User defined functions/3. Quiz.html
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/13. Working with String Columns/2. String cases.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/13. Working with String Columns/3. Removing extra spaces.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/13. Working with String Columns/4. Replace and split a string.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/15. Data Visualization using Matplotlib/1. Line Chart.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/15. Data Visualization using Matplotlib/10. Name of the Countries and Grids.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/15. Data Visualization using Matplotlib/11. Quiz.html
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/15. Data Visualization using Matplotlib/4. Histogram Part 1.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/2. Introduction to Python/1.1 Introduction to Python .ipynb
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/1. Create numpy array.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/3. Multi Dimention array.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/4. Access elements of an array.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/3. Numpy/5. Mathematical Operations on an array.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/4. Data Types in Python/1. Introduction to list.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/4. Data Types in Python/1.1 Pandas.ipynb
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/4. Data Types in Python/4. Introduction to Dictionary.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/4. Data Types in Python/7. Quiz.html
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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
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/2. Create Dataframe from csv.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/2.1 countries_data.csv
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/3. Creating Dataframes from excel (xlsx).mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/3.1 countries_data.xlsx
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/5. Creating Dataframes using Pandas/4.1 countries_data.txt
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/6. Data Selection and Manipulation/1. Using loc.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/6. Data Selection and Manipulation/3. Modify and filter rows using loc.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/7. Merging Dataframes in Pandas/5. Joins using Pandas.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/7. Merging Dataframes in Pandas/6. Interview Question 90% candidates get this wrong.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/8. Aggregations/1. Aggregation Part 1.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/8. Aggregations/2. Aggregation Part 2.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/8. Aggregations/3. Rank Function.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/8. Aggregations/4. Quiz.html
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/9. Working with Datetime in pandas/1. Getting Started.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/9. Working with Datetime in pandas/2. Weight loss per day.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/9. Working with Datetime in pandas/3. Age of the people.mp4
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[TutsNode.com] - Python Course for Data Analysis Numpy + Pandas + Matplotlib/9. Working with Datetime in pandas/4. Quiz.html