Data Science Skills

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Unfinished Parts

Laptop vs. Mobile Viewership

Coin Fairness Test

Duplicate Job Listings

Precision/Recall Tradeoff

Average Post Hiatus (Part 1)

Teams Power Users

Two Consecutive Sixes

4 Rolls To 4

Cities With Completed Trades

Average Review Ratings

Final Account Balance

QuickBooks vs TurboTax

App Click-through Rate (CTR)

Second Day Confirmation

Hundreds of Hypotheses

Probability of 7-Game Series

Many Metropolitan Areas

Cards Issued Difference

Compressed Mean

Pharmacy Analytics (Part 1)

Pharmacy Analytics (Part 2)

Pharmacy Analytics (Part 3)

Assumptions of Linear Regression

Bootstrapping 101

Patient Support Analysis (Part 1)

Lazy Movie Raters

Patient Support Analysis (Part 2)

User's Third Transaction

Sending vs. Opening Snaps

Tweets' Rolling Averages

Consecutive Fives

Highest-Grossing Items

Top 5 Artists

Sample Margin of Error

Signup Activation Rate

Spotify Streaming History

Mean, Median, Mode

Pharmacy Analytics (Part 4)

Bias-Variance Tradeoff

Supercloud Customer

Real Estate Modelling

Biased Coin?

Odd and Even Measurements

Booking Referral Source

Uniform Distribution Median

User Shopping Sprees

Fraud Detection Metrics

2nd Ride Delay

Histogram of Users and Purchases

Correlation Calculation

Google Maps Flagged UGC

Compressed Mode

Card Launch Success

International Call Percentage

Connection Request Spam

Active User Retention

Y-on-Y Growth Rate

Maximize Prime Item Inventory

Median Google Search Frequency

Advertiser Status

Average Post Hiatus (Part 2)

Consecutive Filing Years

Marketing Touch Streak

3-Topping Pizzas

Geometric Random Variable

Product vs. Square

Monotonic Sequence

Modeling User Churn

Compressed Median

Average Vacant Days

Patient Support Analysis (Part 3)

Patient Support Analysis (Part 4)

Same Week Purchases

Follow-Up Airpod Percentage

Repeated Payments

Minimum of Two Uniform Variables

Most Expensive Purchase

Neural Networks Overfitting

Correlated Predictors

ApplePay Volume

Skewed Mean

Explain Confidence Intervals

Common A/B Testing Pitfalls

Experimental Design Blocking

Subject Matter Experts

Histogram of Tweets

LinkedIn Power Creators (Part 1)

Highest Number of Products

Spare Server Capacity

Top Rated Businesses

Ad Campaign ROAS

Covariance vs. Correlation

Gradient Boosting vs. Random Forests

Product Line Revenue

Why Random Forest?

Trade In Payouts

Shape of Amazon Orders Distribution

Company	Title	Category	Difficulty
Amazon	Average Review Ratings	SQL	Easy
Amazon	Highest-Grossing Items	SQL	Medium
Amazon	Maximize Prime Item Inventory	SQL	Hard

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