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EvolvNext
India
เข้าร่วมเมื่อ 19 พ.ค. 2024
This is your starting point to explore and learn Data Science from scratch.
With around 12 yrs of experience in IT industry and my passion for teaching, I would like to share my knowledge through the content on this channel.
I believe learners would experience high quality education which will add value to their skill set.
With around 12 yrs of experience in IT industry and my passion for teaching, I would like to share my knowledge through the content on this channel.
I believe learners would experience high quality education which will add value to their skill set.
Python For Data Science 07 Pandas III - Pandas Data Cleaning Essentials
In this video, we dive deep into the essentials of data cleaning using Pandas, one of the most popular Python libraries for data manipulation and analysis. Whether you're working with messy datasets or simply want to ensure your data is ready for analysis, this tutorial covers all the important steps for cleaning and preparing your data efficiently.
Key Topics Covered:
Identify Missing Values
Handling Missing Data: Learn how to identify and deal with missing values
Removing Duplicates: Understand how to find and eliminate duplicate entries in your dataset with drop_duplicates().
Removing duplicate rows in different variations
Resources and Documentation:
Pandas Documentation: pandas.pydata.org/pandas-docs/stable/
Kaggle Datasets: www.kaggle.com/datasets (to practice cleaning real-world data)
Pandas Cheat Sheet: pandas.pydata.org/Pandas_Cheat_Sheet.pdf
Recommended For:
Beginners and intermediate Python users who want to enhance their data cleaning skills.
Data scientists and analysts looking to improve their workflows in Pandas.
Anyone interested in learning best practices for working with real-world messy datasets.
Those preparing for data science interviews or Kaggle competitions.
Don't forget to like, comment, and subscribe for more tutorials on Python and data science!
Don't forget to like, comment, and subscribe for more tutorials on Python and data science!
th-cam.com/play/PLwSPp4oVKvfUwELeN5dCfVpjWsGafFxJa.html
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Key Topics Covered:
Identify Missing Values
Handling Missing Data: Learn how to identify and deal with missing values
Removing Duplicates: Understand how to find and eliminate duplicate entries in your dataset with drop_duplicates().
Removing duplicate rows in different variations
Resources and Documentation:
Pandas Documentation: pandas.pydata.org/pandas-docs/stable/
Kaggle Datasets: www.kaggle.com/datasets (to practice cleaning real-world data)
Pandas Cheat Sheet: pandas.pydata.org/Pandas_Cheat_Sheet.pdf
Recommended For:
Beginners and intermediate Python users who want to enhance their data cleaning skills.
Data scientists and analysts looking to improve their workflows in Pandas.
Anyone interested in learning best practices for working with real-world messy datasets.
Those preparing for data science interviews or Kaggle competitions.
Don't forget to like, comment, and subscribe for more tutorials on Python and data science!
Don't forget to like, comment, and subscribe for more tutorials on Python and data science!
th-cam.com/play/PLwSPp4oVKvfUwELeN5dCfVpjWsGafFxJa.html
Data Analyst
Data Scientist
how to become a data analyst
Data Analyst job
Data Analyst Career
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มุมมอง: 167
วีดีโอ
Python For Data Science 06 Pandas II - Data Selection & Indexing
มุมมอง 12712 ชั่วโมงที่ผ่านมา
Welcome to this in-depth tutorial on Data Selection and Indexing in Pandas, where we’ll cover essential techniques to help you efficiently manipulate and analyze data in Python. In this video, we will focus on column selection, understanding explicit vs implicit indexes, and row selection with conditional filtering. These are foundational skills for working with Pandas DataFrames, which are cru...
Python For Data Science 05 Pandas I - Data Inspection Using Pandas for Quick Data Exploration
มุมมอง 266วันที่ผ่านมา
Welcome to this comprehensive guide on Data Inspection with Pandas! In this video, we’ll explore the essential techniques for inspecting and exploring data using Pandas, one of the most popular Python libraries for data analysis. 🔍 What you’ll learn in this video: Introduction to Pandas for Data Inspection An overview of Pandas and its key functions for data analysis How to load and view data f...
Python For Data Science 04 NumPy Part IV-Effortless Array Manipulation with NumPy Broadcasting
มุมมอง 6414 วันที่ผ่านมา
Welcome to this in-depth guide on NumPy Broadcasting! In this video, we’ll dive into one of NumPy's most powerful features that allows you to perform efficient, element-wise operations on arrays of different shapes without the need for explicit loops or extra memory usage. 🔍 What you’ll learn in this video: Understanding Broadcasting in NumPy What broadcasting is and how it works behind the sce...
Python For Data Science 03 - NumPy Part III Indexing, Reshaping & Manipulating Arrays in NumPy
มุมมอง 5814 วันที่ผ่านมา
Welcome to this in-depth guide on NumPy Indexing, Reshaping, and Manipulating Arrays! In this video, we’ll explore the essential techniques for working with arrays in NumPy, one of the most powerful libraries in Python for data science and numerical computing. 🔍 What you’ll learn in this video: Indexing in NumPy How to access individual elements, rows, and columns Multi-dimensional indexing and...
Python For Data Science 02 - Numpy Basics PART - II Exploring ATTRIBUTES and OPERATIONS
มุมมอง 7821 วันที่ผ่านมา
Welcome to this comprehensive guide on NumPy attributes and operations! In this video, we'll dive deep into the essential features of the NumPy library, one of the most powerful tools in Python for numerical computing. Whether you're a beginner or experienced Python programmer, understanding NumPy's attributes and operations will help you work with arrays, perform mathematical computations, and...
Python For Data Science Numpy Basics
มุมมอง 124หลายเดือนก่อน
Learn the fundamentals of NumPy, a crucial Python library for data science, and take your programming skills to the next level. In this video, we'll cover the basics of NumPy, a must-know for any aspiring data scientist or machine learning enthusiast. From data analysis and data cleaning to data modeling and data analytics, NumPy is an essential tool in the Python programming ecosystem. With Ev...
Python Basics 28 - Python Database MySQL Connectivity SECRET Revealed!
มุมมอง 142หลายเดือนก่อน
Want to connect your Python application to a database? It's easier than you think! In this video, we’ll show you how to seamlessly integrate Python with databases using a simple, step-by-step approach. Whether you're a beginner or just looking to level up your Python skills, you’ll learn how to connect, query, and interact with a database like a pro! 🔹 What You’ll Learn: How to establish a data...
Python Basics 27 - Essential FILE HANDLING Techniques in Python
มุมมอง 1103 หลายเดือนก่อน
Welcome to our comprehensive guide on file handling in Python! In this video, you’ll learn everything you need to know to work with files efficiently in your Python projects. What You'll Learn: How to open, read, and write files in various modes (text and binary) Real-world examples and applications of file handling Whether you’re a beginner looking to grasp the basics or an experienced develop...
Python Basics 26 - EXCEPTION Handling Made Easy!
มุมมอง 853 หลายเดือนก่อน
Welcome to our Python Basics Full Course! In this video, we dive deep into Exception Handling-a crucial concept for any Python programmer. Learn how to manage errors and exceptions gracefully to make your code more robust and user-friendly. 🔹 What You'll Learn: Understanding exceptions and error types in Python The importance of exception handling in programming How to use try, except, and fina...
Python Basics 25 Mastering Abstraction in OOP | A Beginner’s Guide (PART V )
มุมมอง 973 หลายเดือนก่อน
Welcome to our in-depth video on Abstraction in Object-Oriented Programming (OOP)! Abstraction is a key concept that helps you focus on essential features while hiding complex implementation details. 🔹 What You’ll Learn: Definition of Abstraction: Understand what abstraction is and how it simplifies complex systems by exposing only the necessary aspects to the user. Abstract Classes: Learn how ...
Python Basics 24 Understanding Inheritance in OOP | A Beginner’s Guide (PART IV )
มุมมอง 834 หลายเดือนก่อน
Welcome to our comprehensive guide on Inheritance in Object-Oriented Programming (OOP)! In this video, we’ll explore how inheritance can streamline your code and promote reusability by leveraging existing classes. 🔹 What You’ll Learn: Definition of Inheritance: Discover what inheritance is and how it allows one class to inherit properties and methods from another. Types of Inheritance: Explore ...
Python Basics 23 - Understanding Polymorphism in OOP | A Beginner’s Guide (PART III )
มุมมอง 934 หลายเดือนก่อน
Welcome to our latest video on Polymorphism in Object-Oriented Programming (OOP)! Dive into one of the most powerful and versatile concepts in OOP that enhances code flexibility and reusability. 🔹 What You’ll Learn: Definition of Polymorphism: Understand what polymorphism is and how it allows objects of different classes to be treated as objects of a common superclass. Types of Polymorphism: Ex...
Python Basics 22 - Understanding Encapsulation in OOP | A Beginner’s Guide (PART II)
มุมมอง 734 หลายเดือนก่อน
Python Basics 22 - Understanding Encapsulation in OOP | A Beginner’s Guide (PART II)
Python Basics 21 - OOP Basics Explained: Introduction to Classes and Objects (PART - I)
มุมมอง 934 หลายเดือนก่อน
Python Basics 21 - OOP Basics Explained: Introduction to Classes and Objects (PART - I)
Python Basics 20 - Functions in python (PART III) Recursive and LAMBDA functions #pythonforbeginners
มุมมอง 844 หลายเดือนก่อน
Python Basics 20 - Functions in python (PART III) Recursive and LAMBDA functions #pythonforbeginners
Python Basics 19 - Mastering Python Functions: VARIABLE SCOPE & Nested Functions (PART II)
มุมมอง 694 หลายเดือนก่อน
Python Basics 19 - Mastering Python Functions: VARIABLE SCOPE & Nested Functions (PART II)
Python Basics 18 - Mastering Python Functions: Calling, Parameters, and Return Types (PART I )
มุมมอง 1364 หลายเดือนก่อน
Python Basics 18 - Mastering Python Functions: Calling, Parameters, and Return Types (PART I )
Python Basics 17 - Sets in python explained in 8 mins | QUICK GUIDE #pythonforbeginners
มุมมอง 815 หลายเดือนก่อน
Python Basics 17 - Sets in python explained in 8 mins | QUICK GUIDE #pythonforbeginners
Python Basics 16 - Understanding Dictionaries in Python | COMPLETE Guide #pythonforbeginners
มุมมอง 865 หลายเดือนก่อน
Python Basics 16 - Understanding Dictionaries in Python | COMPLETE Guide #pythonforbeginners
Python Basics 15 - Python Tuples Explained: Complete GUIDE for BEGINNERS #pythonforbeginners
มุมมอง 705 หลายเดือนก่อน
Python Basics 15 - Python Tuples Explained: Complete GUIDE for BEGINNERS #pythonforbeginners
Python Basics 14 - Matrix CREATION and Matrix OPERATIONS | Addition, Multiplication & TRANSPOSE
มุมมอง 925 หลายเดือนก่อน
Python Basics 14 - Matrix CREATION and Matrix OPERATIONS | Addition, Multiplication & TRANSPOSE
Python Basics 13 - How to create a LIST by taking USER INPUT in python #pythonforbeginners
มุมมอง 1115 หลายเดือนก่อน
Python Basics 13 - How to create a LIST by taking USER INPUT in python #pythonforbeginners
Python Basics 12 - Learn Python Lists Easily: BEGINNER'S Tutorial #pythonforbeginners
มุมมอง 1195 หลายเดือนก่อน
Python Basics 12 - Learn Python Lists Easily: BEGINNER'S Tutorial #pythonforbeginners
Python Basics 11 - Beginner's Guide to Python Strings(SLICING, Escapes, etc. ) #pythonforbeginners
มุมมอง 1115 หลายเดือนก่อน
Python Basics 11 - Beginner's Guide to Python Strings(SLICING, Escapes, etc. ) #pythonforbeginners
Python Basics 10: Understanding Break, Continue, and Pass (for BEGINNERS ) #pythonforbeginners
มุมมอง 1085 หลายเดือนก่อน
Python Basics 10: Understanding Break, Continue, and Pass (for BEGINNERS ) #pythonforbeginners
Python Basics 09 - Nested For Loops Explained | STEP-BY-STEP Tutorial #pythonforbeginners
มุมมอง 696 หลายเดือนก่อน
Python Basics 09 - Nested For Loops Explained | STEP-BY-STEP Tutorial #pythonforbeginners
Python Basics 08 nested while loop #pythonforbeginners
มุมมอง 846 หลายเดือนก่อน
Python Basics 08 nested while loop #pythonforbeginners
Python Basics - 07 Step by step execution of while loop in #pythonforbeginners
มุมมอง 606 หลายเดือนก่อน
Python Basics - 07 Step by step execution of while loop in #pythonforbeginners
Python Basics - 06 For Loop #pythonforbeginners
มุมมอง 496 หลายเดือนก่อน
Python Basics - 06 For Loop #pythonforbeginners
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Resources: Full Python Basics Course : th-cam.com/play/PLwSPp4oVKvfUzpb183s54XtQEh5yLJsdq.html A Beginner’s Guide for Object-Oriented Programming Introduction to OOPS : th-cam.com/video/TrS5qbW1ys0/w-d-xo.html Understanding Encapsulation in OOP : th-cam.com/video/0OhJA5pk9Hk/w-d-xo.html Understanding Polymorphism in OOP : th-cam.com/video/OHbQuhhvxPQ/w-d-xo.html Understanding Inheritance in OOP : th-cam.com/video/iZYZv3m81FU/w-d-xo.html Mastering Abstraction in OOP : th-cam.com/video/m1O3Z-DBCCQ/w-d-xo.html
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Resources: Mastering Python Functions: VARIABLE SCOPE & Nested Functions (PART II) - th-cam.com/video/g6zw9X-dcGo/w-d-xo.html Mastering Python Functions: Calling, Parameters, and Return Types (PART I ) - th-cam.com/video/3rOOUL5hKAQ/w-d-xo.html
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Resources: Python Basics 15 - Python Tuples Explained: Complete GUIDE - th-cam.com/video/eD1HiR4DTGM/w-d-xo.html Python Basics 13 - How to create a LIST by taking USER INPUT - th-cam.com/video/GIS90nxNdlo/w-d-xo.html Python Basics 12 - Learn Python Lists Easily: BEGINNER'S Tutorial - th-cam.com/video/zChjSWsuLbA/w-d-xo.html
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Resources: Python Basics 15 - Python Tuples Explained: Complete GUIDE - th-cam.com/video/eD1HiR4DTGM/w-d-xo.html Python Basics 13 - How to create a LIST by taking USER INPUT - th-cam.com/video/GIS90nxNdlo/w-d-xo.html Python Basics 12 - Learn Python Lists Easily: BEGINNER'S Tutorial - th-cam.com/video/zChjSWsuLbA/w-d-xo.html
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