The Data Analyst Bootcamp™ 21 Real World Case Studies

The Data Analyst Bootcamp™ 21 Real World Case Studies, Learn Data Analytics using Python, Machine Learning, Pandas, Visualizations, Statistics & Google Data Studio Dashboards

• HOT & NEW
• Created by Rajeev D. Ratan, Nidia Sahjara
• English
• English [Auto-generated]

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What you'll learn

• Understand the value of data for businesses
• The importance of Data Analytics
• The role of a Data Analyst
• Learn to use Python, Pandas, Matplotlib & Seaborn, Scikit-learn
• Learn Visualization Tools such as Matplotlib, Seaborn, Plotly and Mapbox
• Hypothesis Testing and A/B Testing - Understand t-tests and p values
• Unsupervised Machine Learning with K-Means Clustering
• Machine Learning from Linear Regressions (polynomial & multivariate), K-NNs, Logistic Regressions, SVMs, Decision Trees & Random Forests
• Advanced Pandas techniques from Vectorizing to Parallel Processsng
• Statistical Theory, Probability Theory, Distributions, Exploratory Data Analysis
• Ananlytic Case Studies involving Retail, Health, Elections, Sports, Resturants, Airbnb, Uber and more!
• Full Tutorial on Google Data Studio for Dashboard Creation
• Requirements
• Familiar with basic programming concepts
• Highschool level math knowledge
• Broadband Internet connection