Data Preprocessing Courses and Certifications

Tableau

Introduction to Tableau

195 ratings at Coursera

Explore data visualization with Tableau Public, from preprocessing to combining multiple data sources. Develop skills to create impactful visualizations for informed decision-making in business analytics.

• Coursera
• 19 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Data Visualization & Data Wrangling Masterclass with Python

168 ratings at Udemy

Master Advanced Data Visualization, Data Preprocessing, Data Wrangling in Python with Industry Level Projects

• Udemy
• 9 hours 31 minutes
• On-Demand
• Paid Course

Linear Regression: Absolute Fundamentals

106 ratings at Udemy

Explore COVID-19 positive case prediction with scikit-learn's Linear Regression in Python.

• Udemy
• 2 hours 23 minutes
• On-Demand
• Paid Course

Master Course : Generative AI for Business Leaders (101)

104 ratings at Udemy

Generative AI, Artificial Intelligence, Chat GPT, Google Bard, NLP, Business Leaders, Business, Marketing, IT management

• Udemy
• 1 hour
• On-Demand
• Paid Course

R Programming for Data Science and Machine Learning

94 ratings at Udemy

R Programming course for newbies. R installation, data types, statements, functions, conditions, packages, data frames.

• Udemy
• 8 hours 40 minutes
• On-Demand
• Paid Course

Machine Learning A-Z™: Hands-On Python & R in Data Science

69 ratings at Udemy

Machine Learning , Python, Advanced Data Visualization, R Programming, Linear Regression, Decision Trees, NumPy, Pandas

• Udemy
• 15 hours 10 minutes
• On-Demand
• Paid Course

Tableau

Data Analysis with Tableau

58 ratings at Coursera

Manipulate data, perform exploratory analysis, and create reports using Tableau's analytics features. Learn descriptive statistics, visualizations, and predictive analytics for effective data interpretation and communication.

• Coursera
• 1 day 2 hours 4 minutes
• On-Demand
• Free Online Course (Audit)

Modeling with tidymodels in R

25 ratings at DataCamp

Learn to streamline your machine learning workflows with tidymodels.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Unit Testing for Data Science in Python

23 ratings at DataCamp

Learn how to write unit tests for your Data Science projects in Python using pytest.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Preprocessing for Machine Learning in Python

17 ratings at DataCamp

Learn how to clean and prepare your data for machine learning!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning with caret in R

17 ratings at DataCamp

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

CertNexus

Analyze Data

17 ratings at Coursera

Gain insights through data analysis techniques, statistical methods, and visualizations. Learn to preprocess data for machine learning applications.

• Coursera
• 20 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Clustering and Classification with Machine Learning in R

Master R for data analysis: from preprocessing to advanced machine learning algorithms. Gain practical skills in clustering, classification, and dimension reduction using real-world datasets and popular R packages.

• Coursera
• 11 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

LLMOps

Develop an LLMOps pipeline: preprocess data, configure tuning, deploy custom LLMs, and monitor safety for tailored applications like Python coding chatbots using BigQuery, Kubeflow, and Google Cloud.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Packt

Deep Neural Network for Beginners Using Python

Master deep learning with Python: from basics to advanced concepts, hands-on coding, and real-world applications. Gain expertise in neural networks, optimization techniques, and practical implementation through guided tutorials and projects.

• Coursera
• 8 hours 6 minutes
• On-Demand
• Free Online Course (Audit)