Data Analysis Courses and Certifications

Prepare data for analysis with Power BI

You will explore Power Query as you learn to extract data from different data sources and choose a storage mode and connectivity type. You will learn to profile, clean, and load data into Power BI in preparation for modeling your data.

• Microsoft Learn
• 3 hours 47 minutes
• On-Demand
• Free Online Course

Models of Consciousness Conferences

Mapping Consciousness Science: A Big Data Analysis

Explore the landscape of consciousness science through big data analysis of 60,000+ papers, revealing research clusters and interdisciplinary connections across psychology, philosophy, and computer science.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Towards Automated Fact-checking and Communication of Data Claims

Explore automated fact-checking systems and data claim verification methods to enhance the accuracy and credibility of information communication in digital environments.

• YouTube
• 19 minutes
• On-Demand
• Free Video

COVID19 Data Analysis Using Python

1957 ratings at Coursera

Analyze COVID-19 data using Python to explore relationships between virus spread and life factors across countries. Learn data preprocessing, merging, and statistical analysis techniques.

• Coursera
• 1 hour 50 minutes
• On-Demand
• Paid Course

Data Analysis Using Pyspark

289 ratings at Coursera

Learn distributed data processing with PySpark, analyzing LastFM dataset in Google Colab. Apply queries, extract insights, and visualize results using matplotlib for large-scale data analysis.

• Coursera
• 2 hours 25 minutes
• On-Demand
• Paid Course

Tesla Stock Price Prediction using Facebook Prophet

127 ratings at Coursera

Learn to predict Tesla stock prices using Facebook Prophet, visualize historical data, and automate forecasting for any stock with machine learning techniques.

• Coursera
• 2 hours 5 minutes
• On-Demand
• Paid Course

Using Descriptive Statistics to Analyze Data in R

90 ratings at Coursera

Learn to create a comprehensive data quality report in R, analyzing key statistical metrics and identifying dataset characteristics for effective preprocessing and analysis.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Data Analysis with OpenAI API: Save time with GenAI

Leverage GPT-4 to extract insights from e-commerce sales data, enhancing data-driven decision-making and maintaining industry leadership through AI-powered analysis techniques.

• Coursera
• 2 hours 50 minutes
• On-Demand
• Paid Course

Conducting Exploratory Data Analysis

Systematic approach to investigate data using Python: comparisons, relationships, compositions, and distributions. Framework for professional and organized exploratory data analysis with seaborn, pandas, and matplotlib.

• Coursera
• 2 hours 3 minutes
• On-Demand
• Paid Course

Building Statistical Models in R: Linear Regression

15 ratings at Coursera

Learn to build and interpret linear regression models in R, from data exploration to multiple regression, with hands-on practice in model assessment and diagnostics.

• Coursera
• 2 hours 20 minutes
• On-Demand
• Paid Course

Data Analysis in R: Predictive Analysis with Regression

10 ratings at Coursera

Learn to build and interpret regression models in R for predictive analysis, including data exploration, visualization, model assessment, and diagnostic plots.

• Coursera
• 2 hours 3 minutes
• On-Demand
• Paid Course

Covid-19 Death Medical Analysis & Visualization using Plotly

11 ratings at Coursera

Analyze global COVID-19 data and medical conditions contributing to deaths using Python, Plotly, and data visualization techniques. Explore age-related factors and geographic trends.

• Coursera
• 2 hours 5 minutes
• On-Demand
• Paid Course

Perform exploratory data analysis on retail data with Python

12 ratings at Coursera

Explore retail data using Python to gain insights into sales trends, customer behavior, and popular products, aiding in data-driven business decisions.

• Coursera
• 2 hours 32 minutes
• On-Demand
• Paid Course

MathWorks

Predictive Modeling and Machine Learning with MATLAB

81 reviews

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 18 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Uttarakhand Open University, Haldwani;  IGNOU

Digital Forensics

67 reviews

Explore digital forensics techniques, tools, and processes for investigating cybercrimes. Learn to collect, analyze, and present digital evidence in legal proceedings as a forensic examiner.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course