Python Programming Fundamentals (2025)

[jinkping5]

Python Programming Fundamentals (2025)
Published 3/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 4.51 GB | Duration: 11h 39m
Python Programming ,Data Structures ,Data Visualization, Images and Videos Processing
What you'll learn​

Python Fundamentals: Understand Python syntax, variables, data types, data structures and control.
Core Concepts: Dive into functions, modules, classes, objects, files handling, and files manipulation including text, images and videos.
Work with Python Libraries: Get hands-on important Python libraries like NumPy, Pandas, Matplotlib, Plotly Express, and OpenCV.
Build Projects: Apply your knowledge to create real-world projects, enhancing your coding skills and problem-solving abilities.
Requirements
English Language
Description
Python ProgrammingWelcome to this course of Python Programming Fundamentals!Actually Python is one of the most important programming languages that are contributing to the world technology development.Python is widely used in various domains such as, data analysis, artificial intelligence, machine learning, scientific computing, game development, web development and more.Python is and perfect choice for both beginners, experienced and expert developers and professionals.The students will learn in this courseython Fundamentals: Understand Python syntax, variables, data types, data structures and control.Core Concepts: Dive into functions, modules, classes, objects, files handling, and files manipulation including text, images and videos.Work with Python Libraries: Get hands-on important Python libraries like NumPy, Pandas, Matplotlib, Plotly Express, and OpenCV.Build Projects: Apply your knowledge to create real-world projects, enhancing your coding skills and problem-solving abilities.This course is structured to provide you with step-by-step guidance, real coding examples, to reinforce your skills, and make python programming easy and expand your imagination to create real models. Whether you're new to programming or looking to expand your skills, Python is a powerful tool that will open doors to endless possibilities for you.Let's embark together in this exciting journey and unlock the potential of Python programming.
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: Python IDE Installation And Verification
Lecture 2 Python IDE
Lecture 3 Pycharm
Lecture 4 Anaconda
Lecture 5 Verification
Section 3: Python Variables
Lecture 6 Python Programming Comments
Lecture 7 Strings
Lecture 8 Integers
Lecture 9 Floats
Lecture 10 Booleans
Lecture 11 Python Variables Casting
Section 4: Python Buil-In Data Structures
Lecture 12 Python Lists
Lecture 13 Python Tuples
Lecture 14 Python Sets
Lecture 15 Python Dictionaries
Section 5: Python Aritmetic Operations
Lecture 16 Addition
Lecture 17 Subtraction
Lecture 18 Multiplication
Lecture 19 Division
Lecture 20 Modulus
Lecture 21 Floor Division
Lecture 22 Exponentiation
Section 6: Python Conditional Statements
Lecture 23 If-Statment
Lecture 24 If-Else Statement
Lecture 25 if-elif
Section 7: Python Loops
Lecture 26 For Loop
Lecture 27 For In Range Loop
Lecture 28 Nested Loops
Lecture 29 For-Else Loop
Lecture 30 While Loop
Section 8: Python Functions
Lecture 31 Lambda Function
Lecture 32 Function-1
Lecture 33 Function-2
Section 9: Python Built-In Math Functions
Lecture 34 Maximum and Minimum
Lecture 35 Absolute
Lecture 36 Power
Section 10: Python User Input
Lecture 37 User Input-1
Lecture 38 User Input-2
Section 11: Python Modules
Lecture 39 Modules
Section 12: Python Datetime
Lecture 40 Datetime
Section 13: Python Formatting Strings
Lecture 41 Formatting Strings
Section 14: Python Classes & Objects
Lecture 42 Classes and Objects-1
Lecture 43 Classes and Objects-2
Section 15: Python Arrays
Lecture 44 Arrays-1
Lecture 45 Arrays-2
Lecture 46 Arrays-3
Lecture 47 Arrays-4
Section 16: Python DataFrames
Lecture 48 DataFrames Creation
Lecture 49 DataFrames-Common Operations-1
Lecture 50 DataFrames-Common Operations-2
Lecture 51 DataFrames-Common Operations-3
Section 17: Python Data Visualization
Lecture 52 Mathmetical Plots
Lecture 53 Catagorical Plots
Lecture 54 Scatter Plots
Lecture 55 Geographical Plots
Section 18: Python Docstrings
Lecture 56 Docstrings
Section 19: Python Random
Lecture 57 Random
Section 20: Python Text Files Handling
Lecture 58 Text Files Creating
Lecture 59 Text Files Reading
Lecture 60 Text Files Writting
Lecture 61 Text Files Appending
Lecture 62 Text Files Deleting
Section 21: Python Images Processing
Lecture 63 Images Processing
Lecture 64 Images Resizing
Lecture 65 Color to Gray Conversion
Lecture 66 Images Blurring
Lecture 67 Images Denoising
Section 22: Python Video Proceesing
Lecture 68 Video to Images Conversion
Lecture 69 Search An Image Inside A Video
Section 23: Final Exam
Beginners, Programmers Looking To Expand Theirs Skills, Students, Scientists , Engineers, Professionals
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[0dayddl]

8.55 GB | 23min 55s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English​

Files Included :

Spoiler

FileName :001 Introduction to Python Fundamentals Part 1.mp4 | Size: (181.46 MB)
FileName :001 Lesson Overview Before You Begin.mp4 | Size: (17.63 MB)
FileName :002 Getting the code.mp4 | Size: (1.34 MB)
FileName :003 Structure of the examples folder.mp4 | Size: (9.94 MB)
FileName :004 Installing Anaconda.mp4 | Size: (7.78 MB)
FileName :005 Updating Anaconda.mp4 | Size: (16.48 MB)
FileName :006 Package managers.mp4 | Size: (5.06 MB)
FileName :007 Installing jupyter-matplotlib.mp4 | Size: (2.69 MB)
FileName :008 Twitter developer account.mp4 | Size: (4.17 MB)
FileName :009 Getting your questions answered.mp4 | Size: (4.28 MB)
FileName :001 Lesson 01 Overview Test-Drives Using IPython and Jupyter Notebooks.mp4 | Size: (30.28 MB)
FileName :002 Using IPython Interactive Mode as a Calculator.mp4 | Size: (33.91 MB)
FileName :003 Executing a Python Program Using the IPython Interpreter.mp4 | Size: (20 MB)
FileName :004 Writing and Executing Code in a Jupyter Notebook.mp4 | Size: (53.69 MB)
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FileName :002 Variables and Assignment Statements.mp4 | Size: (35 MB)
FileName :003 Self Check.mp4 | Size: (9.14 MB)
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FileName :005 Self Check.mp4 | Size: (9.8 MB)
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FileName :007 Self Check.mp4 | Size: (6.72 MB)
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FileName :011 Self Check.mp4 | Size: (5.17 MB)
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FileName :015 Self Check.mp4 | Size: (4.87 MB)
FileName :016 Intro to Data Science Basic Descriptive Statistics.mp4 | Size: (37.69 MB)
FileName :017 Self Check.mp4 | Size: (7.6 MB)
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FileName :032 Intro to Data Science Simulation and Static Visualizations.mp4 | Size: (6.72 MB)
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FileName :023 Reshaping and Transposing Transposing Rows and Columns.mp4 | Size: (4.69 MB)
FileName :024 Reshaping and Transposing Horizontal and Vertical Stacking.mp4 | Size: (6.63 MB)
FileName :025 Self Check.mp4 | Size: (4.9 MB)
FileName :026 Intro to Data Science pandas Series and DataFrames.mp4 | Size: (11.3 MB)
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FileName :035 Intro to Data Science pandas Series and DataFrames--Boolean Indexing.mp4 | Size: (9.82 MB)
FileName :036 Intro to Data Science pandas Series and DataFrames--Accessing a Specific DataFrame Cell by Row and Column.mp4 | Size: (9.91 MB)
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FileName :040 Intro to Data Science pandas Series and DataFrames--Sorting by Column Values.mp4 | Size: (16.37 MB)
FileName :041 Self Check.mp4 | Size: (15.95 MB)
FileName :001 Introduction to Python Fundamentals Part 3.mp4 | Size: (90.03 MB)
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FileName :003 Self Check.mp4 | Size: (2.59 MB)
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FileName :037 Other Search Functions; Accessing Matches--Capturing Substrings in a Match.mp4 | Size: (9.62 MB)
FileName :038 Self Check.mp4 | Size: (8.36 MB)
FileName :039 Intro to Data Science Pandas, Regular Expressions and Data Munging Part 1 Introduction.mp4 | Size: (13.39 MB)
FileName :040 Intro to Data Science Pandas, Regular Expressions and Data Munging Part 3 Data Validation.mp4 | Size: (10.81 MB)
FileName :041 Intro to Data Science Pandas, Regular Expressions and Data Munging Part 4 Reformatting Your Data.mp4 | Size: (20.12 MB)
FileName :042 Self Check.mp4 | Size: (13.6 MB)
FileName :001 Lesson 09 Overview Files and Exceptions; Pandas, CSV Files and Simple Data Analysis.mp4 | Size: (31.25 MB)
FileName :002 Files.mp4 | Size: (2.51 MB)
FileName :003 Text-File Processing--Writing to a Text File Introducing the with Statement.mp4 | Size: (13.76 MB)
FileName :004 Self Check.mp4 | Size: (6.43 MB)
FileName :005 Text-File Processing--Reading Data from a Text File.mp4 | Size: (13.21 MB)
FileName :006 Self Check.mp4 | Size: (8.78 MB)
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FileName :011 Serialization with JSON--Deserializing a JSON Object into Python.mp4 | Size: (6.6 MB)
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FileName :017 n-grams.mp4 | Size: (10.86 MB)
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FileName :007 Tweepy.mp4 | Size: (6.2 MB)
FileName :008 Authenticating with Twitter Via Tweepy.mp4 | Size: (14.23 MB)
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FileName :010 Self Check.mp4 | Size: (2.78 MB)
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FileName :013 Self Check.mp4 | Size: (5.93 MB)
FileName :014 Determining Whom an Account Follows.mp4 | Size: (9.35 MB)
FileName :015 Getting a User's Recent Tweets.mp4 | Size: (9.25 MB)
FileName :016 Self Check.mp4 | Size: (2.57 MB)
FileName :017 Searching Recent Tweets.mp4 | Size: (33.36 MB)
FileName :018 Self Check.mp4 | Size: (2.56 MB)
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FileName :020 Places with Trending Topics.mp4 | Size: (13.06 MB)
FileName :021 Getting a List of Trending Topics.mp4 | Size: (23.78 MB)
FileName :022 Self Check.mp4 | Size: (6.18 MB)
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FileName :024 Self Check.mp4 | Size: (6.72 MB)
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FileName :026 Twitter Streaming API.mp4 | Size: (4.43 MB)
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FileName :028 Initiating Stream Processing.mp4 | Size: (37.47 MB)
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FileName :030 Tweet Sentiment Analysis.mp4 | Size: (70.09 MB)
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FileName :032 Getting and Mapping the Tweets.mp4 | Size: (99.62 MB)
FileName :033 Utility Functions in tweetutilities py and Class LocationListener.mp4 | Size: (44.65 MB)
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FileName :003 IBM Cloud Account and Cloud Console.mp4 | Size: (10.31 MB)
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FileName :007 Watson Services Text to Speech.mp4 | Size: (8.15 MB)
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FileName :011 Additional Services and Tools.mp4 | Size: (15.28 MB)
FileName :012 Watson Developer Cloud Python SDK.mp4 | Size: (11.15 MB)
FileName :013 Case Study Traveler's Companion Translation App.mp4 | Size: (5.44 MB)
FileName :014 Before You run the App.mp4 | Size: (2.94 MB)
FileName :015 Before You run the App Registering for the Speech to Text Service.mp4 | Size: (14.2 MB)
FileName :016 Before You run the App Registering for the Text to Speech Service.mp4 | Size: (6.89 MB)
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FileName :020 SimpleLanguageTranslator py Script Walkthrough Importing Watson SDK Classes from the ibm watson Module.mp4 | Size: (10.81 MB)
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FileName :023 SimpleLanguageTranslator py Script Walkthrough Function speech to text.mp4 | Size: (32.73 MB)
FileName :024 SimpleLanguageTranslator py Script Walkthrough Function translate.mp4 | Size: (19.41 MB)
FileName :025 SimpleLanguageTranslator py Script Walkthrough Function text to speech.mp4 | Size: (12.48 MB)
FileName :026 SimpleLanguageTranslator py Script Walkthrough Function record audio.mp4 | Size: (27.87 MB)
FileName :027 SimpleLanguageTranslator py Script Walkthrough Function play audio.mp4 | Size: (5.37 MB)
FileName :028 Watson Resources.mp4 | Size: (12.68 MB)
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FileName :008 Loading the Dataset Checking the Sample and Target Sizes.mp4 | Size: (11.22 MB)
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FileName :016 Case Study Classification with k-Nearest Neighbors and the Digits Dataset, Part 2.mp4 | Size: (2.29 MB)
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FileName :023 Hyperparameter Tuning.mp4 | Size: (19.63 MB)
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FileName :026 Splitting the Data for Training and Testing.mp4 | Size: (16.94 MB)
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FileName :030 Visualizing the Dataset with the Regression Line.mp4 | Size: (16.71 MB)
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FileName :032 Case Study Multiple Linear Regression with the California Housing Dataset.mp4 | Size: (6.42 MB)
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FileName :038 Testing the Model.mp4 | Size: (5.76 MB)
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FileName :040 Regression Model Metrics.mp4 | Size: (10.66 MB)
FileName :041 Choosing the Best Model.mp4 | Size: (21.56 MB)
FileName :042 Case Study Unsupervised Machine Learning, Part 1--Dimensionality Reduction.mp4 | Size: (17.58 MB)
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FileName :044 Creating a TSNE Estimator for Dimensionality Reduction.mp4 | Size: (10.15 MB)
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FileName :047 Visualizing the Reduced Data with Different Colors for Each Digit.mp4 | Size: (14.64 MB)
FileName :048 Visualizing the Reduced Data in 3D.mp4 | Size: (19.41 MB)
FileName :049 Case Study Unsupervised Machine Learning, Part 2--k-Means Clustering.mp4 | Size: (11.08 MB)
FileName :050 Loading the Iris Dataset.mp4 | Size: (11.07 MB)
FileName :051 Exploring the Iris Dataset Descriptive Statistics with Pandas.mp4 | Size: (18.94 MB)
FileName :052 Visualizing the Dataset with a Seaborn pairplot.mp4 | Size: (31.46 MB)
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FileName :002 Introduction.mp4 | Size: (21.08 MB)
FileName :003 Deep Learning Applications.mp4 | Size: (10.25 MB)
FileName :004 Deep Learning Demos.mp4 | Size: (6.92 MB)
FileName :005 Keras Resources.mp4 | Size: (5.98 MB)
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FileName :034 Evaluating the Model on Unseen Data.mp4 | Size: (5.4 MB)
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FileName :038 Displaying the Probabilities for Several Incorrect Predictions.mp4 | Size: (14.89 MB)
FileName :039 Saving and Loading a Model.mp4 | Size: (6.6 MB)
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FileName :042 Recurrent Neural Networks for Sequences; Sentiment Analysis with the IMDb Dataset.mp4 | Size: (18.15 MB)
FileName :043 Loading the IMDb Movie Reviews Dataset.mp4 | Size: (18.22 MB)
FileName :044 Data Exploration.mp4 | Size: (8.12 MB)
FileName :045 Movie Review Encodings and Decoding a Review.mp4 | Size: (30.01 MB)
FileName :046 Data Preparation.mp4 | Size: (16.76 MB)
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FileName :052 Training and Evaluating the Model (1 of 2).mp4 | Size: (18.53 MB)
FileName :053 Training and Evaluating the Model (2 of 2).mp4 | Size: (7.59 MB)
FileName :054 Tuning Deep Learning Models.mp4 | Size: (11.72 MB)
FileName :001 Lesson 16 Overview Big Data Hadoop, Spark, NoSQL (MongoDB) and IoT.mp4 | Size: (82.72 MB)
FileName :002 Introduction--Databases.mp4 | Size: (9.86 MB)
FileName :003 Introduction--Apache Hadoop and Apache Spark.mp4 | Size: (11.88 MB)
FileName :004 Introduction--Internet of Things.mp4 | Size: (5.44 MB)
FileName :005 Introduction--Experience Cloud and Desktop Big-Data Software.mp4 | Size: (10.07 MB)
FileName :006 Introduction--Big Data Sources.mp4 | Size: (4.43 MB)
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FileName :008 A books Database.mp4 | Size: (34.81 MB)
FileName :009 SELECT Queries.mp4 | Size: (3.03 MB)
FileName :010 WHERE Clause.mp4 | Size: (8.57 MB)
FileName :011 ORDER BY Clause.mp4 | Size: (7.09 MB)
FileName :012 Merging Data from Multiple Tables INNER JOIN.mp4 | Size: (4.86 MB)
FileName :013 INSERT INTO Statement.mp4 | Size: (6.59 MB)
FileName :014 UPDATE Statement.mp4 | Size: (4.19 MB)
FileName :015 DELETE FROM Statement.mp4 | Size: (5.07 MB)
FileName :016 NoSQL and NewSQL Big-Data Databases A Brief Tour.mp4 | Size: (11.73 MB)
FileName :017 NoSQL Key-Value Databases.mp4 | Size: (4.72 MB)
FileName :018 NoSQL Document Databases.mp4 | Size: (4.65 MB)
FileName :019 NoSQL Columnar Databases.mp4 | Size: (8.38 MB)
FileName :020 NoSQL Graph Databases.mp4 | Size: (6.99 MB)
FileName :021 NewSQL Databases.mp4 | Size: (12.41 MB)
FileName :022 Case Study A MongoDB JSON Document Database.mp4 | Size: (11.23 MB)
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FileName :024 Streaming Tweets into MongoDB.mp4 | Size: (80.23 MB)
FileName :025 Hadoop.mp4 | Size: (2.44 MB)
FileName :026 Hadoop Overview.mp4 | Size: (22.92 MB)
FileName :027 Summarizing Word Lengths in Romeo and Juliet via MapReduce.mp4 | Size: (8.26 MB)
FileName :028 Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight Part 1.mp4 | Size: (12.13 MB)
FileName :029 Creating an Apache Hadoop Cluster in Microsoft Azure HDInsight Part 2.mp4 | Size: (39.82 MB)
FileName :030 Hadoop Streaming.mp4 | Size: (9 MB)
FileName :031 Implementing the Mapper.mp4 | Size: (15.02 MB)
FileName :032 Implementing the Reducer.mp4 | Size: (11.72 MB)
FileName :033 Preparing to Run the MapReduce Example.mp4 | Size: (22.01 MB)
FileName :034 Running the MapReduce Job.mp4 | Size: (41.59 MB)
FileName :035 Spark Overview.mp4 | Size: (19.96 MB)
FileName :036 Docker and the Jupyter Docker Stacks.mp4 | Size: (53.87 MB)
FileName :037 Word Count with Spark.mp4 | Size: (51.82 MB)
FileName :038 Spark Word Count on Microsoft Azure.mp4 | Size: (58.79 MB)
FileName :039 Spark Streaming Counting Twitter Hashtags Using the pysparknotebook Docker Stack.mp4 | Size: (20.09 MB)
FileName :040 Streaming Tweets to a Socket.mp4 | Size: (37.42 MB)
FileName :041 Summarizing Tweet Hashtags; Introducing Spark SQL.mp4 | Size: (69.3 MB)
FileName :042 Internet of Things and Dashboards.mp4 | Size: (3.78 MB)
FileName :043 Publish and Subscribe.mp4 | Size: (2.28 MB)
FileName :044 Visualizing a PubNub Sample Live Stream with a Freeboard Dashboard.mp4 | Size: (31.24 MB)
FileName :045 Simulating an Internet-Connected Thermostat in Python and Creating a Dashbboard in Freeboard io.mp4 | Size: (44.31 MB)
FileName :046 Creating a Python PubNub Subscriber.mp4 | Size: (48.09 MB)

]
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