01.01.2024, 01:47
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Mastering Python - From Novice to Ninja
Published 10/2023
Created by Basit Ali
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 271 Lectures ( 41h 23m ) | Size: 24.1 GB
Learn Python with Machine Learning, Object Oriented Programming, Data Structures, Web Services, Multi-Threading and more
What you'll learn
Start fresh and build command on Python programming - Acquired the most hired tech skill employers are looking for.
Master problem solving and building software that can scale and grow with time.
Learn to handle acquire, manage, modify and manipulate data from a variety of sources. Data is the basis for the machine learning and data science etc.
Learn how to make and use data structures in Python - Complete data structures course with examples
Master Object Oriented Programming in Python - Complete OOP course with examples
Create Graphical User interfaces in Python - Complete section with examples
Learn graph theory and data handling with graphs using Python
Learn to access web, make web service requests and make useful data utilizing the web services - Complete examples included
Introduction to Machine Learning using Python including Numpy, Pandas, Matplotlib, ScikitLearn, Regression, Decision Trees, Clustering, Naive Bayes Algo & more
Requirements
No prior programming knowledge required. Total Beginner course to start and be the master in the end.
Description
Become a master of Python programming and get hired instantly with the most hired skill in 2023This is the most detailed Python course on Udemy that will cover a vast variety of topics from the absolute basics all the way to expert-level, that we call a Python-Ninja. The course has more than 250 recorded video lectures, more than 40 hours of instructions, number of projects, homework and exercises to follow.You learn the skills that are highly in demand in the industry today like machine learning, accessing web-services, object-oriented programming, data visualization and manipulation, data structures and more.The course teaches you Python 3 in such a simple manner that you should be able to grasp and practice the code on your own alongside the lectures. The examples are simple to understand yet very relevant to real world requirements.We start from the very beginning by helping you install required software on popular platforms like Windows, Linux and Mac. The course starts with basics of computers, how computers work, how data is represented and how programs solve problems on computers. Beginners can start from scratch even if they don t know programming at all.The course is equally useful if you re moving from another programming language to Python. This course will get you up to speed with Python Syntax and you ll be a Python Ninja in no time.If you already know python basics, the course will teach you advanced topics. You can jump to later lectures and study the topics you don t know. Complete this course, become an expert and add value to your resume today.The course will make you complete a number of full-scale projects. The course comes with regular homework and exercises, quizzes and code samples to keep you on track with your Python learning.The course content:Introduction to computers and programmingInstalling required software for learning Python 3Getting Started with Python programmingData basics in PythonWriting multi-line programs vs Console instructionsVariables and ArithmeticBoolean Numbers and Binary OperationsInput and type castingConditions and decision makingRepeating code using loopsCode Reusability - FunctionsProblem solving using FunctionsRecursionIntroduction to ModulesIntroducing Lists and composite data typesData Sorting using Lists2D, 3D and higher dimension listsSets, Tuples and DictionariesFile handling and persistent storageHandling CSV files, opening, searching, sorting and adding data to CSVExceptions and ErrorsCreating Graphical User Interface (GUI) in pythonObject Oriented ProgrammingInheritance, Multiple Inheritance and PolymorphismProgramming is simple using Object Oriented ProgrammingOperator OverloadingData Structures - Introduction to QueueData Structures - StackIntroduction to Graph TheoryUsing Graphs and handling data in graphs using PythonThreading in PythonIntroduction to Internet and web requestsWeather App Project- A web service exampleIP address locator Project A web service exampleIntroduction to Machine LearningIntroduction to NumPyIntroduction to PandasData Visualization - Matplotlib and SeabornLinear RegressionDecision TreesNa ve Bayes AlgorithmClustering and K Means AlgorithmYou ll receive a course completion certificate at the end of the course that you can showcase to your potential employer or can share it on your LinkedIn profile.For some reason, if you don t find the course the best fit, the course comes with a 30-day money back guarantee.So, what are you waiting for? Signup for the course today and become a Python Ninja!Who should join?Absolute beginners, the programming novice who never programmed in any language beforeProgrammers who know how to code in other languages, can become Python expert with this courseThose who know python basics, can upgrade their skills by completing this course
Who this course is for
Those who want to build your career and earn big salary with the most hired skill in the market
Beginners who want to start fresh and want to master the programming language.
Those who want to switch from other languages to Python and be a champ in Python
Professionals who never knew how to program, Python is easy and this course is for you.
Students looking to learn Machine Learning but don't have a programming background
Young school kids learning their first programming language
College students who want to learn programming for their day to day problem solving
Decision makers and leaders in organizations who want to learn the language to lead from the front
Teachers who have been teaching other programming languages, want to switch to Python
Students looking to start their career in data sciences, this course is a must
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