Language: English | Size: 790 MB | Duration: 2h 26m
Learn about the Data Science and level up your Python Skills. Practice with 30+ coding exercises and quizzes
What you'll learn
Start with Basics of Python like Lists and Function and move up to Numpy
Coding Exercises for Python
Learn the best practices of using Python for Data Science
Complete Numpy Basics
Practice in coding exercises and participate in quizzes
Grasp on how to summarize large data using NumPy
Statistical Analysis using NumPy for Data Analysis
Summarizing using Numpy on large dataset
Description
The new gold is data. This statement nstrates how data capture, storage, and analysis are at the heart of every modern IT system. It doesn't matter if you're making a business choice, forecasting the weather, investigating protein structures in biology, or creating a marketing strategy. All of these scenarios call for a multidisciplinary approach that includes the use of mathematical models, statistics, graphs, databases, and, of course, the commercial or scientific rationale that underpins the data analysis. As a result, we need a programming language that can handle all of these different data science requirements. Python stands out as one of these languages since it comes with a plethora of libraries and built-in capabilities that make it simple to meet the demands of data research.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
33.8 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt
5.3 KB
~Get Your Files Here !/1. Introduction/2. The right development environment.mp4
51.1 MB
~Get Your Files Here !/1. Introduction/2. The right development environment.srt
6.1 KB
~Get Your Files Here !/2. Basics of Python/1. Experiencing with Udemy's Python Interpreter.mp4
7.5 MB
~Get Your Files Here !/2. Basics of Python/1. Experiencing with Udemy's Python Interpreter.srt
2.5 KB
~Get Your Files Here !/2. Basics of Python/10. Other Variable Types.html
211 B
~Get Your Files Here !/2. Basics of Python/11. String Concatenation.html
211 B
~Get Your Files Here !/2. Basics of Python/12. Conversion.html
211 B
~Get Your Files Here !/2. Basics of Python/2. The Python Interface.html
211 B
~Get Your Files Here !/2. Basics of Python/3. Python as a Calculator.mp4
22.9 MB
~Get Your Files Here !/2. Basics of Python/3. Python as a Calculator.srt
4.6 KB
~Get Your Files Here !/2. Basics of Python/4. Python Mathematics warmup exercise.html
211 B
~Get Your Files Here !/2. Basics of Python/5. VS Code Tips Keyboard Shortcut to run Python File.mp4
6.3 MB
~Get Your Files Here !/2. Basics of Python/5. VS Code Tips Keyboard Shortcut to run Python File.srt
1.5 KB
~Get Your Files Here !/2. Basics of Python/6. Variables and Data Types.mp4
25.7 MB
~Get Your Files Here !/2. Basics of Python/6. Variables and Data Types.srt
7.7 KB
~Get Your Files Here !/2. Basics of Python/7. Variable Assignment.html
211 B
~Get Your Files Here !/2. Basics of Python/8. Calculate the coumpound interest.html
211 B
~Get Your Files Here !/2. Basics of Python/9. Calculations with variable.html
211 B
~Get Your Files Here !/3. Python List fiesta/1. Understanding the Python List.mp4
17 MB
~Get Your Files Here !/3. Python List fiesta/1. Understanding the Python List.srt
4.1 KB
~Get Your Files Here !/3. Python List fiesta/10. Manipulating List.mp4
57 MB
~Get Your Files Here !/3. Python List fiesta/10. Manipulating List.srt
12.3 KB
~Get Your Files Here !/3. Python List fiesta/11. Replacing List Elements.html
211 B
~Get Your Files Here !/3. Python List fiesta/12. Extending List Elements.html
211 B
~Get Your Files Here !/3. Python List fiesta/13. Deleting List Elements.html
211 B
~Get Your Files Here !/3. Python List fiesta/2. Different Types of Python List - in Code.mp4
71.2 MB
~Get Your Files Here !/3. Python List fiesta/2. Different Types of Python List - in Code.srt
13.2 KB
~Get Your Files Here !/3. Python List fiesta/3. Examples on all there are to Python Lists.mp4
177.6 MB
~Get Your Files Here !/3. Python List fiesta/3. Examples on all there are to Python Lists.srt
32.4 KB
~Get Your Files Here !/3. Python List fiesta/4. Create LIST.html
211 B
~Get Your Files Here !/3. Python List fiesta/5. List of Lists.html
211 B
~Get Your Files Here !/3. Python List fiesta/6. Sub-setting Python.html
211 B
~Get Your Files Here !/3. Python List fiesta/7. Calculation from Subset.html
211 B
~Get Your Files Here !/3. Python List fiesta/8. Slicing and Dicing.html
211 B
~Get Your Files Here !/3. Python List fiesta/9. Subsetting List of Lists - Quiz.html
211 B
~Get Your Files Here !/4. Functions/1. Functions in Python.mp4
15 MB
~Get Your Files Here !/4. Functions/1. Functions in Python.srt
5.2 KB
~Get Your Files Here !/4. Functions/10. Function Package.mp4
64.3 MB
~Get Your Files Here !/4. Functions/10. Function Package.srt
17.1 KB
~Get Your Files Here !/4. Functions/11. Importing Package.html
211 B
~Get Your Files Here !/4. Functions/12. Selective Import.html
211 B
~Get Your Files Here !/4. Functions/13. Different ways of importing.html
211 B
~Get Your Files Here !/4. Functions/2. Examples of Python Functions.mp4
44.8 MB
~Get Your Files Here !/4. Functions/2. Examples of Python Functions.srt
11.8 KB
~Get Your Files Here !/4. Functions/3. A little we already know.html
211 B
~Get Your Files Here !/4. Functions/4. Help(Range).html
211 B
~Get Your Files Here !/4. Functions/5. Multiple Arguments.html
211 B
~Get Your Files Here !/4. Functions/6. Methods in Python.mp4
59.6 MB
~Get Your Files Here !/4. Functions/6. Methods in Python.srt
11.9 KB
~Get Your Files Here !/4. Functions/7. String Methods.html
211 B
~Get Your Files Here !/4. Functions/8. List Methods.html
211 B
~Get Your Files Here !/4. Functions/9. List Method 2.html
211 B
~Get Your Files Here !/5. NUMPY/1. NumPy.mp4
43.2 MB
~Get Your Files Here !/5. NUMPY/1. NumPy.srt
10.7 KB
~Get Your Files Here !/5. NUMPY/10. Subsetting NumPy Arrays.html
211 B
~Get Your Files Here !/5. NUMPY/11. NumPy Statistics.mp4
46.9 MB
~Get Your Files Here !/5. NUMPY/11. NumPy Statistics.srt
9.1 KB
~Get Your Files Here !/5. NUMPY/12. Feel what data are saying.html
211 B
~Get Your Files Here !/5. NUMPY/13. Continuing with the data story.html
211 B
~Get Your Files Here !/5. NUMPY/14. Final with Soccer story.html
211 B
~Get Your Files Here !/5. NUMPY/15. A final note.mp4
13.2 MB
~Get Your Files Here !/5. NUMPY/15. A final note.srt
969 B
~Get Your Files Here !/5. NUMPY/2. Getting started with NumPy.html
211 B
~Get Your Files Here !/5. NUMPY/3. NumPy Calculation.html
211 B
~Get Your Files Here !/5. NUMPY/4. More NumPy Calculations.html
211 B
~Get Your Files Here !/5. NUMPY/5. Boolean NumPy Array.html
211 B
~Get Your Files Here !/5. NUMPY/6. NumPy and List - difference.html
211 B
~Get Your Files Here !/5. NUMPY/7. Subsetting NumPy arrays.html
211 B
~Get Your Files Here !/5. NUMPY/8. 2D NumPy arrays.mp4
32.7 MB
~Get Your Files Here !/5. NUMPY/8. 2D NumPy arrays.srt
11.1 KB
~Get Your Files Here !/5. NUMPY/9. 2D NumPy Array.html