Python for Data Analytics - קורס מלא למתחילים

על השיעור

📁 FREE Course Files & Project 👉 https://lukeb.co/python_repo 🏆 Supporter Access: Problems, Certificate, & More 👉 https://lukeb.co/python My FREE Course to be a Data Analyst 👉 https://lukebarousse.com/5daycourse 📌💬 See pinned comment for troubleshooting tips. 𝗖𝗵 0️⃣ - 𝗜𝗻𝘁𝗿𝗼 ▔▔▔▔▔ 0:00:00 - Welcome 0:03:12 - What is Python? 0:04:51 - Intro to Course 𝗖𝗵 1️⃣ - 𝗕𝗮𝘀𝗶𝗰𝘀 ▔▔▔▔▔▔ 0:08:42 - Getting Started 0:18:52 - Variables 0:24:25 - Python Terms 0:38:06 - Data Types 0:48:41 - Strings 1:02:04 - ChatBot Help 1:05:06 - String Formatting 1:15:10 - Operators Part 1 1:26:20 - Conditional Statements 1:34:24 - Lists 1:49:42 - Dictionaries 1:59:54 - Sets 2:05:15 - Tuples 2:12:26 - Operators Part 2 2:21:06 - Loops 2:36:31 - List Comprehensions 2:44:16 - Exercise: Basics 2:52:12 - Functions 3:02:03 - Lambda 3:12:46 - Modules 3:28:16 - Exercise: Python Library 3:40:05 - Library 3:52:33 - Classes 4:10:44 - NumPy: Intro 4:22:56 - Pandas: Intro 4:33:09 - Pandas: Inspection 4:47:20 - Pandas: Cleaning 4:58:46 - Pandas: Analysis 5:08:26 - Exercise: Pandas Basics 5:17:19 - Matplotlib: Intro 5:21:23 - Matplotlib: Plotting 5:34:41 - Matplotlib: Labeling 5:40:34 - Matplotlib: Pandas Plotting 5:46:00 - Exercise: Matplotlib Basics 𝗖𝗵 2️⃣ - 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 ▔▔▔▔▔▔▔▔ 5:50:56 - Python Install (Anaconda) 6:00:34 - VS Code Install 6:10:49 - Virtual Environments (See Pinned Comment) 6:27:15 - Pandas: Accessing Data 6:35:38 - Pandas: Data Cleaning 6:42:54 - Pandas: Data Management 6:49:35 - Pandas: Pivot Tables 6:57:00 - Pandas: Index Management 7:04:50 - Exercise: Job Demand 7:15:37 - Pandas: Merge DataFrames 7:25:53 - Pandas: Concat DataFrames 7:34:31 - Pandas: Exporting Data 7:40:56 - Pandas: Applying Functions 7:56:39 - Pandas: Explode 8:08:27 - Exercise: Trending Skills 8:17:21 - Matplotlib: Format Charts 8:30:06 - Matplotlib: Pie Plots 8:40:04 - Matplotlib: Scatter Plots 8:50:35 - Matplotlib: Advanced Customization 9:06:00 - Matplotlib: Histograms 9:10:36 - Matplotlib: