Data Preprocessing Courses and Certifications

Coursera

Scrape and analyze data analyst job requirements with Python

16 ratings at Coursera

Learn to extract, analyze, and visualize data analyst job requirements using Python web scraping techniques, enhancing your skills in data collection and preprocessing for recruitment insights.

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

Coursera

Foundations of Machine Learning

15 ratings at Coursera

Master fundamental ML techniques including supervised/unsupervised learning, data preprocessing, and time series forecasting using Python libraries for real-world applications.

• Coursera
• 1 day 6 hours 19 minutes
• Self-Paced
• Paid Course

EDUCBA

AI with Python: Apply & Implement ML Models

13 ratings at Coursera

Master AI and machine learning with Python through hands-on practice using TensorFlow, Keras, and PyTorch to build, evaluate, and implement ML and deep learning models effectively.

• Coursera
• 8 hours 45 minutes
• Self-Paced
• Paid Course

EDUCBA Credential

AI Driven Machine Learning with Python

13 ratings at Coursera

Master AI-driven machine learning through hands-on Python projects, from data preprocessing to model deployment, with real-world applications in healthcare and image detection.

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

EDUCBA

Machine Learning with Python: Build & Optimize

12 ratings at Coursera

Master Python-based machine learning by building, evaluating, and optimizing models with NumPy, Pandas, Matplotlib, and scikit-learn through hands-on projects and real-world applications.

• Coursera
• 8 hours 14 minutes
• Self-Paced
• Paid Course

EDUCBA

Project on Recommendation Engine - Book Recommender

12 ratings at Coursera

Discover how to build a functional book recommendation engine using Python, data science techniques, and content-based filtering to create personalized suggestions.

• Coursera
• 5 hours 15 minutes
• Self-Paced
• Paid Course

EDUCBA

Deep Learning RNN & LSTM: Stock Price Prediction

11 ratings at Coursera

Master RNN and LSTM techniques to build stock price prediction models using real Apple data, from preprocessing to evaluation with hands-on Python implementation.

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

EDUCBA

Develop a Movie Recommendation Engine

10 ratings at Coursera

Discover how to build movie recommendation systems using Python, from popularity-based models to content-based filtering with real-world data and machine learning techniques.

• Coursera
• 2 hours 52 minutes
• Self-Paced
• Paid Course

Applied Deep Learning Capstone Project.

7 ratings at edX

In this capstone project, you'll use either Keras or PyTorch to develop, train, and test a Deep Learning model. Load and preprocess data for a real problem, build the model and then validate it.

• edX
• 5 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

DP-604: Implement a Data Science Machine Learning Solution for AI with Microsoft Fabric (Live Online)

8 ratings at CourseHorse

Elevate your data science skills with a deep dive into machine learning solutions using Microsoft Fabric.

• CourseHorse
• 6 hours
• Self-Paced
• $595.00

Basics of Data Science

Comprehensive introduction to data science fundamentals, covering analysis techniques, tools, and ethical considerations. Includes hands-on Python exercises for practical application of concepts.

• edX
• 9 weeks, 5-11 hours/week
• Self-Paced
• Free Online Course (Audit)

Computation and Visualization for Analytics Part 1

Master Python and R visualization tools to transform raw data into compelling visual stories for engineering, healthcare, and manufacturing applications.

• Coursera
• 1 day 12 hours 39 minutes
• Self-Paced
• Paid Course

Coursera

Snowflake for Data Science: Intro to Snowpark ML for Python

Learn to build end-to-end machine learning workflows using Snowpark ML for Python. Master data preprocessing, model training, and deployment in Snowflake's data cloud environment.

• Coursera
• 2 hours 40 minutes
• Self-Paced
• Paid Course

Coursera

TensorFlow for Beginners: Basic Binary Image Classification

Learn to build and train a neural network for classifying cat and dog images using TensorFlow. Covers data preprocessing, CNN architecture, hyperparameter tuning, and model evaluation techniques.

• Coursera
• 3 hours 12 minutes
• Self-Paced
• Paid Course

Coursera

Building a Machine Learning Solution

Master the complete machine learning lifecycle from problem definition to deployment, covering data preprocessing, model selection, evaluation, and production monitoring.

• Coursera
• 20 hours 13 minutes
• Self-Paced
• Paid Course