Python A to Z Bootcamp (2021) Basic-DataScience-API(50 Hrs)
What you'll learn
- Python basic to advanced in One course
- Create your first python project
- Create your own data science project
- Create your project using Django
- Willingness to learn Python
- Decent computer configuration
Learn python basics by practicing Basic syntax, Regular Expression, Data structure & Algorithm and API
This course is aimed at complete beginners who have never programmed before, as well as existing programmers who pursue to increase their career options by learning Python.
Python is one of the most popular programming languages in the world – Huge companies like Google, amazon use it in mission critical applications like Google Search.
By the end of the course you’ll be able to code with confidence using Python programming. This will help you understanding the usage of python in different circumstance.
Become a Junior Python Programmer and land a job in silicon valley.
Get access to all the codes used in the course.
This course will contain all 80+ videos explaining necessary things a beginner needs to know in a programming language.
This course will get continuously updated for beginners to get learn more. I promise to get at least 1 video section to be added per quarter for the next 2 years.
Objective of the Python basic content:
Giving confidence that any student they can be a programmer.
Detailed Installation process
Covers syntax in Python.
Decision making and loops
Python basics like Data types, functions, Modules.
Python file handling.
Programming with OOPS Concept.
Tools required for a Junior python developer job.
This course will teach you Python in a practical manner, with every lecture comes a full coding screen cast and a corresponding code notebook! Learn in whatever manner is best for you!
Help you in enabling processing the data from different source.
File handling from different sources.
The course covers basic algorithmic techniques and ideas for computational problems arising frequently in practical applications: sorting and searching, divide and conquer, greedy algorithms, dynamic programming.
You will learn a lot of theory: how to sort data and how it helps for searching. How to break a large problem into pieces and solve them recursively and it makes sense to proceed greedily.
Objective of the Python data structure content:
Algorithm run time analysis
Binary Search Tree
Regular expression (Regex):
Fetch the textual information from logs.
Perform the changes in the existing textual information for re-using.
This section help you understand the working on API and how to implement the same using Python.
Here we will learn how to get and post the request using API and implement the same.
Will create a simple currency conversion calculator.
We will also cover API for website which we need to sign in. We will be using the API keys and ID to login and fetch the details.
We will explain how to structure and export the data in CSV using Pandas.
Fetch the dat from the URL
Get the information from Robot protected the website.
Fetch the information using pagination
Fetch the information by crawling the pages and storing it in DB.
Creation of Data representation
Selection and viewing
Datatypes in Numpy
Creating arrays and Matrix.
Manipulation of data.
Standard deviation and variance.
Reshaping of Matrix.
Mini-project using Numpy and Pandas package
Creation Plots - Line, Scatter, bar and Histogram.
Creating plots from Pandas and Numpy data
Creation of subplots
Customization and saving plots
End to end Implementation of Data science and Machine Learning model using Scikit-Learn(SKLearn)
Explained the option of improving the results by changing parameters and Hyper-parameter in a model.
Getting data ready
Fitting the data
Evaluation of results
Improving the results of the model
Saving the model.
Data analysis and Basic Plotting
Data Correlation in modelling
Getting data ready for modelling
Model explained in Detail
Improving the Model Randomized SearchCV
Grid Search CV
Finding Distance between Clusters
Who this course is for:
- Beginners who are willing to learn to Code or program
- People willing to learn programming from scratch
- Get all python related information in a single course
I am a software engineer turned into stock trader. Author of 12+ courses with more than 50K students enrolled. I am very passionate on teaching office productivity, software programming and stock market analysis.
Worked with teaching several corporate on Office productivity and Programming. Running an teaching centre of my own.
Trade in stock market whenever I could see opportunity.