Kaikeba 25th Data Analysis Salary Training Program Employment Class

Introduction to the resources of the 25th Data Analysis Salary Training Program Employment Class of Kaikeba:

The 25th Data Analysis High-Paying Training Program Employment Class is designed for engineers who want to become data analysts, enter leading companies, and achieve a high-paying career. The course is jointly conducted by senior data analysis experts from first-tier companies and is based on in-depth research into internal company research at Baidu, Tencent, Alibaba, Meituan, and ByteDance!

Course Catalog

├──01. Chapter 1 Environment Installation

| ├──Anaconda3-2019.03-MacOSX-x86_64.zip 634.04M

| ├──Anaconda3-2019.07-Windows-x86_64.zip 469.69M

| ├──Mac installation anaconda.pdf 2.37M

| ├──Install anaconda on Windows.pdf 931.23kb

| ├──Chapter 1, Section 1: anaconda for mac.mp4 39.31M

| └──Chapter 1, Section 2: anaconda for Windows.mp4 20.72M

├──02. Chapter 2 Excel Basics

| ├──Excel routine operation homework-answers.zip 73.85kb

| ├──Excel General Knowledge.pdf 9.53M

| ├──General Operations of Excel.pdf 4.80M

| ├──Section 3 Excel data set and material preparation.zip 16.43M

| ├──Section 8: Short-term rental courseware and data source.zip 3.49M

| ├──Chapter 2 Section 1: Excel Knowledge Review.mp4 372.49M

| ├──Chapter 2 Section 2: Excel Case Analysis.mp4 437.09M

| ├──Chapter 2 Section 4: General Excel Operations.mp4 299.20M

| ├──Chapter 2 Section 5: Excel Formulas and Functions.mp4 298.13M

| ├──Chapter 2 Section 6: Excel Pivot Table Operation.mp4 301.18M

| ├──Chapter 2, Section 7: E-commerce video.mp4 359.39M

| ├──Chapter 2, Section 8: Short-term rental complete.mp4 303.90M

| ├──Chapter 2, Section 9: Comparison of Excel 2016 and 2019.mp4 160.17M

| ├──Section 9: Differences between Excel 2016 and 2019.pdf 991.15kb

| ├──Section 9: Excel difference operation demonstration.xlsx 503.30kb

| ├──Section 6: Excel Pivot Table Operation Courseware.pdf 1.05M

| ├──Section 6: Pivot Table Data.zip 178.93kb

| ├──Section 7: E-commerce video courseware.zip 2.87M

| ├──Chapter 5: Excel Functions from Basic to Advanced Courseware.zip 2.22M

| └──Section 5: Excel functions from the basics to the advanced homework and answers.zip 72.65kb

├──03. Chapter 3 Python

| ├──Section 2: Python Advanced - Courseware.pdf 735.28kb

| ├──Section 3: Python Case Study-Courseware.pdf 1.13M

| ├──Chapter 3 Section 1: Introduction to Python Basics.mp4 336.12M

| ├──Chapter 3 Section 2: Python Advanced.mp4 334.05M

| ├──Chapter 3 Section 3: Python Examples.mp4 404.39M

| ├──Section 1: Introduction to Python Basics-Courseware.pdf 793.21kb

| └──Section 1: Python introductory course knowledge points.png 51.96kb

├──04. Chapter 4 Opening Ceremony (including class schedule)

| ├──Second period class schedule (updated in real time)

| ├──20210426 Big Data Analyst Course System Introduction-25th Issue.pdf 391.41kb

| └──Chapter 4 Section 1: Opening Ceremony.mp4 497.94M

├──05. Chapter 5 Python

| ├──Section 10 Python Scientific Computing Library Pandas

| ├──Section 11 Python Scientific Computing Library Pandas

| ├──Section 12 Python Case - Movie Data Analysis

| ├──Section 13 Python Case - E-commerce Data Analysis

| ├──Section 1 Python Chapter Study Guide

| ├──Section 2 Introduction to Python Syntax

| ├──Section 3 Python Data Containers

| ├──Section 4 Python Functions and Exception Handling

| ├──Section 5 Python Object-Oriented and Modules

| ├──Section 6 Basic knowledge of Python crawlers

| ├──Section 7 Commonly used libraries for Python crawlers

| ├──Section 8 Scientific computing library Matplotlib visualization

| └──Section 9 Python Scientific Computing Library NumPy

├──06. Chapter 6 MySQL

| ├──Section 1 MySQL Financial Case - Basic Operations

| ├──Section 2 MySQL Cloud Experimental Platform

| ├──Section 3 MySQL Financial Case - Complex Query

| └──Section 4 MySQL Financial Case - Other Operations

├──07, Chapter 7 MySQL and Hive Installation Information

| ├──Section 1 MySQL-Mac Installation

| ├──Section 2 MySQL-win installation

| ├──Supplementary video for Section 3 - Fully Distributed

| ├──Section 4 Pseudo-distributed-Win version

| └──Section 5 Pseudo-distribution-Mac version

├──08, Chapter 8 Hive

| ├──Section 1 HiveSQL Core Skills 1- Common Functions

| ├──Section 2 HIve Cloud Experimental Platform

| ├──Section 3 HiveSQL Core Skills 2-Table Connection

| ├──Section 4 HiveSQL Core Skills 3-Window Functions

| ├──Section 5 Common HiveSQL Optimization Techniques

| ├──Section 6 Comprehensive Case Study of Big Data Analysis

| ├──Section 7 Fully Distributed Supplement

| ├──Section 8 Spark Basics

| └──Section 9 Sprak SQL

├──09, Chapter 9 Data Visualization

| ├──Section 1 Commonly used graphics visualization in Excel 1

| ├──Section 2 Commonly used graphics visualization in Excel 2

| ├──Section 3: Commonly used visualization graphics in Tableau

| ├──Section 4: Tableau Advanced Visualization Explanation

| ├──Section 5: Tableau Prep

| ├──Section 6 E-commerce Order Data Analysis

| ├──Section 7 Power BI

| ├──Section 8 Power BI cool language

| └──Section 9 Power BI User Profile Project

├──10. Chapter 10 Industry Case Analysis

| ├──Section 10 Daily data indicator monitoring of e-commerce

| ├──Section 11 User Profile

| ├──Section 12 User Behavior Analysis

| ├──Section 1 Strategic Indicators

| ├──Section 2 Strategy Indicators

| ├──Section 3 Data Analysis Methodology

| ├──Section 4 Sandbox Experiment

| ├──Section 5 Data Analysis Report

| ├──Section 6 Traffic and Product Function Analysis

| ├──Section 7 User Analysis

| ├──Section 8 Operational Analysis

| └──Section 9 Business Analysis and Review Analysis

├──11. Chapter 11 Statistical Methodology

| ├──Section 10 Time Series (II)

| ├──Section 11 News Category 1

| ├──Section 12 News Category 2

| ├──Section 1 Descriptive Statistical Analysis

| ├──Section 2 Inferential Statistics - Parameter Estimation

| ├──Section 3 Inferential Statistics-Hypothesis Testing

| ├──Section 4 Common Hypothesis Tests (I)

| ├──Section 5 Common Hypothesis Tests (II)

| ├──Section 6 Linear Regression

| ├──Section 7 AQI Analysis and Forecast 1

| ├──Section 8 AQI Analysis and Forecast 2

| └──Section 9 Time Series (I)

└──12. Chapter 12 Employment Guidance

| ├──Chapter 12 Section 1: Employment Guidance (I).mp4 436.62M

| ├──Chapter 12 Section 2: Employment Guidance (II).mp4 204.65M

| ├──Employment1.pdf 1.95M

| └──Employment 2.pdf 706.79kb