Скачать с ютуб Python Crash Course: Part 14 - pandas Tutorial в хорошем качестве

Python Crash Course: Part 14 - pandas Tutorial

Skills with pandas are an absolute requirement for doing analytics and data science with Python! This pandas tutorial is a crash course in what you need to know. After completing this crash course series, you will have the foundational Python skills to take additional analytics, data science, and machine learning courses using Python. ☕ If you found this content useful and would like to support the channel, you can buy me a coffee: https://www.buymeacoffee.com/DaveOnData -------------------------------------------------------------------------------------------- VIDEO CHAPTERS -------------------------------------------------------------------------------------------- 00:00 Intro 00:32 Get the Files 01:49 A Great pandas Book 02:19 Intro to DataFrames 03:38 Intro to Series Objects 06:44 pandas Fundamentals 21:15 Numeric Columns 28:58 String Columns 44:59 Datetime Columns 53:26 Visualizing Columns 01:03:29 Indexes 01:08:53 Filtering DataFrames 01:41:20 Mutating Data 01:53:25 Data Wrangling 02:09:12 Joining DataFrames 02:23:40 Pivoting DataFrames -------------------------------------------------------------------------------------------- FREE DATA SCIENCE CRASH COURSES -------------------------------------------------------------------------------------------- If you're ready to see what Python skills make possible, be sure to check out my FREE on-demand data science crash courses! Here's what you get with any of these courses: 1️⃣ On-Demand: Watch the course when it fits your schedule 2️⃣ PDF of all slides 3️⃣ All Python code as a Jupyter Notebook 4️⃣ All data so you can experiment 5️⃣ Resources to continue your learning. Data science with Python. You've got this if you want it: 💻 Decision Trees with Python: https://bit.ly/DecisionTreesWithPython 💻 Tuning Decision Trees with Python: https://bit.ly/TuningDecisionTreesWit... 💻 Logistic Regression with Python: https://bit.ly/LogisticRegressionWith... 💻 Cluster Analysis with Python: https://bit.ly/ClusterAnalysisWithPython -------------------------------------------------------------------------------------------- GET THE FILES -------------------------------------------------------------------------------------------- Here's the GitHub where you can download the CSVs used in this pandas tutorial: https://github.com/DaveOnData/PythonC... #pythonforbeginners #pythoncrashcourse #pythoncourse #pythonprogramming #pythontutorial #python