Data Science Courses and Certifications

NPTEL;  IIT Kharagpur

Data Mining

43 ratings

Comprehensive exploration of data mining techniques, covering preprocessing, association rules, classification methods, and clustering algorithms for extracting valuable insights from datasets.

• YouTube
• 16 hours
• Self-Paced
• Free Video

Logistic Regression Practical Case Study

5547 ratings at Udemy

Detect breast cancer using logistic regression. Build a model to predict tumor malignancy based on 9 variables. Learn data preprocessing, model training, and evaluation using Google Colab.

• Udemy
• 1 hour 6 minutes
• Self-Paced
• Free Online Course

SQL & Database Design A-Z™: Learn MS SQL Server + PostgreSQL

5410 ratings at Udemy

Learn Both SQL Server & PostgreSQL By Doing. Enhance Your Data Analytics Career With Real World Data Science Exercises

• Udemy
• 12 hours 41 minutes
• Self-Paced
• Paid Course

Cluster Analysis and Unsupervised Machine Learning in Python

5235 ratings at Udemy

Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering, and KDE.

• Udemy
• 7 hours 57 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Kanpur

Principles of Construction Management

32 ratings

Learn principles of construction management, covering project execution, resource management, cost estimation, scheduling, safety, quality control, and legal aspects in the construction industry.

• YouTube
• 18 hours
• Self-Paced
• Free Video

AT&T

Model Building and Validation

6 ratings

This course will teach you how to start from scratch in understanding and paying attention to what is important in the data and how to answer questions about data.

• Udacity
• 4 hours
• Self-Paced
• Free Online Course

Machine Learning for Absolute Beginners - Level 2

2941 ratings at Udemy

Learn the Python Fundamentals and Pandas Library for Data Science Projects

• Udemy
• 4 hours
• Self-Paced
• Paid Course

Career Certificate

Mathematics for Machine Learning and Data Science

3213 ratings at Coursera

Foundational program applying essential math concepts for machine learning through Python programming, featuring intuitive visualizations and hands-on exercises for quick and practical learning.

• Coursera
• 12 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Dealing With Missing Data

Learn techniques for handling missing data in surveys, including weighting adjustments and imputation methods. Explore software tools like R, Stata, and SAS to implement these strategies effectively.

• Coursera
• 17 hours 54 minutes
• Self-Paced
• Paid Course

Combining and Analyzing Complex Data

Aprenda a estimar estatísticas descritivas e parâmetros de modelos usando dados de pesquisa, técnicas de vinculação de registros e considerações éticas para combinar dados de diferentes fontes.

• Coursera
• 9 hours 59 minutes
• Self-Paced
• Paid Course

ANOVA and Experimental Design

Explore ANOVA, ANCOVA, and experimental design for data science applications. Learn key concepts like randomization, blocking, and factorial design to conduct meaningful experiments and analyze results.

• Coursera
• 1 day 15 hours 57 minutes
• Self-Paced
• Paid Course

Business Metrics for Data-Driven Companies

10 ratings

Learn to identify critical business metrics, distinguish data analyst roles, and evaluate companies' big data adoption. Gain skills for high-demand jobs in data analytics and understand how disruptive companies leverage data for competitive advantage.

• Coursera
• 8 hours 1 minute
• Self-Paced
• Paid Course

Intro to Python for Data Science Bootcamp Remote (Live Online)

2637 ratings at CourseHorse

Master Python fundamentals for data analysis through hands-on exercises. Learn data cleaning, exploration, and basic scripting while discovering how Python fits into the data science ecosystem.

• CourseHorse
• 6 hours
• Self-Paced
• $200.00

Databricks Career Certificate

Introduction to Computational Statistics for Data Scientists

109 ratings at Coursera

Learn Bayesian statistics, Monte Carlo methods, and PyMC3 for data science. Gain practical skills in probability, modeling, and inference using Python tools like NumPy, Pandas, and Matplotlib.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Career Certificate

Ciência de Dados para Finanças

93 ratings at Coursera

Aprenda a aplicar ciência de dados no mercado financeiro, desde fundamentos até modelos avançados, utilizando ferramentas como R e inteligência artificial para análise e estratégias empresariais.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses