Data Exploration Courses and Certifications

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Kalshi API - Stink Bids and Super Bowl Data Exploration in Python

Explore Kalshi API integration with Python to analyze Super Bowl prop betting data and automate order placement using programmatic trading strategies.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Career Certificate

Practice Essential Data Science Skills With Diamonds Dataset

113 ratings at CodeSignal

Master data science fundamentals through hands-on practice with diamonds data - from exploratory analysis and cleaning to feature engineering and regression modeling using Python tools.

• CodeSignal
• 8 hours
• Self-Paced
• Free Certificate
• 5 courses

Basic Exploratory Data Analysis with Diamonds

Explore data analysis fundamentals using the diamonds dataset, covering loading, summarization, categorical analysis, statistical grouping, and visualization techniques with histograms and pairplots.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Go Deeper into Exploratory Data Analysis (EDA)

Master advanced data visualization techniques using diamonds dataset to uncover patterns through box plots, scatter plots, violin plots, strip plots, and pairplots for deeper statistical insights.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

In-Depth Visualization with Seaborn

Master data visualization techniques using Seaborn to create compelling plots, from basic countplots to advanced FacetGrids, enabling clear and insightful presentation of complex data patterns.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Foundations of Feature Engineering

Master the basics of feature engineering: clean data, handle missing values, address outliers, and scale datasets to prepare raw data for transformation and advanced analysis.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Packt

Data Processing and Exploration with NumPy & Pandas

Master NumPy and Pandas for efficient data manipulation, numerical analysis, and visualization through hands-on exercises with real-world datasets.

• Coursera
• 9 hours 28 minutes
• Self-Paced
• Paid Course

PredictHealth's Insurance Data & Basic Regression

Master insurance cost prediction through data exploration, visualization, correlation analysis, and simple regression modeling with real PredictHealth datasets.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Coursera

Data Analysis and Exploration

Strengthen data analysis skills by summarizing, profiling, and exploring datasets to answer real business questions using aggregation, cross-tabulation, correlation, and segmentation techniques.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Preparing Your Data and Setting a BaseLine

Master data preprocessing fundamentals: load datasets with Pandas, visualize patterns, handle missing values, encode categorical variables, and establish baseline model performance.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Career Certificate

AI for Data Analytics

Discover how to leverage AI tools for streamlined data analysis, from collection to visualization, without advanced coding skills in this comprehensive 12-hour program.

• VDCI
• 12 hours
• Self-Paced
• $695.00

Career Certificate

Data Storytelling with Excel

Master data storytelling in Excel by transforming raw data into compelling visual narratives, applying cognitive design principles, reducing clutter, and guiding audiences with clear, actionable insights.

• VDCI
• 6 hours
• Self-Paced
• $399.00

Career Certificate

Feature Engineering with Kaggle Dataset

Master feature engineering using Kaggle datasets, progressing from baselines to advanced optimizations for Linear Regression, Random Forest, and LightGBM, while building weighted ensembles for peak predictive performance.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 3 courses

Statistics for Genomic Data Science

381 ratings at Coursera

An introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization from Johns Hopkins University.

• Coursera
• 9-10 hours
• Self-Paced
• Paid Course

Getting Started with SAS Programming

3182 ratings at Coursera

Learn to write SAS programs for data access, exploration, preparation, and analysis. Covers SAS Studio, data handling, SQL queries, and exporting results. Essential for data science and machine learning with SAS.

• Coursera
• 22 hours 20 minutes
• Self-Paced
• Paid Course