Data Preprocessing Courses and Certifications

Advanced Business Analytics Capstone

90 ratings at Coursera

Analyze financial loan data to guide investment decisions through data preprocessing, predictive analytics, prescriptive analytics, and result presentation for optimal portfolio allocation.

• Coursera
• 19 hours 30 minutes
• Self-Paced
• Paid Course

Career Certificate

DeepLearning.AI Data Analytics

277 ratings at Coursera

Master in-demand data analytics skills with practical, real-world applications. Learn to manage the entire data lifecycle while integrating AI tools to accelerate workflows and extract meaningful insights for better decision-making.

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

Feature Engineering for Machine Learning

3492 ratings at Udemy

Learn imputation, variable encoding, discretization, feature extraction, how to work with datetime, outliers, and more.

• Udemy
• 13 hours 24 minutes
• Self-Paced
• Paid Course

Essential Business Analytics: From Data to Insights

2953 ratings at Udemy

Learn the essentials of Business Analytics: Learn Data Visualization, Pre-processing, and More for success

• Udemy
• 1 hour 2 minutes
• Self-Paced
• Paid Course

Introduction to Time Series Analysis and Forecasting in R

2817 ratings at Udemy

Work with time series and all sorts of time related data in R - Forecasting, Time Series Analysis, Predictive Analytics

• Udemy
• 8 hours 33 minutes
• Self-Paced
• Paid Course

Machine Learning & Data Science A-Z: Hands-on Python 2024

1247 ratings at Udemy

Learn NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, Scipy and develop Machine Learning Models in Python

• Udemy
• 14 hours 28 minutes
• Self-Paced
• Paid Course

Fractal Analytics

Python for Data Science

151 ratings at Coursera

Comprehensive Python course for data science, covering data manipulation, analysis, and visualization. Learn to solve real-world problems and prepare data for machine learning applications.

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

Neural Networks in Python: Deep Learning for Beginners

1839 ratings at Udemy

Learn Artificial Neural Networks (ANN) in Python. Build predictive deep learning models using Keras & Tensorflow| Python

• Udemy
• 9 hours 21 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Analytics and Big Data

115 ratings at Coursera

Master relational databases, data preprocessing, and big data technologies to efficiently manage and analyze large datasets using industry-standard tools for data science applications.

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

Tableau

Data Analysis with Tableau

113 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
• Self-Paced
• Paid Course

Data Analysis with ChatGPT in Excel

1684 ratings at Udemy

Master ChatGPT for data analysis. Boost your productivity at work and become a first adopter of AI-powered data analysis

• Udemy
• 1 hour 57 minutes
• Self-Paced
• Paid Course

Natural Language Processing (NLP) with BERT

1562 ratings at Udemy

Explore semantic analysis of movie reviews using BERT, covering data preprocessing, model building, and evaluation in Google Colab. Learn practical NLP skills with Python and Ktrain.

• Udemy
• 1 hour 1 minute
• Self-Paced
• Free Online Course

Coursera

Predictive Analytics for Business with H2O in R

53 ratings at Coursera

Automate machine learning for business predictions using H2O in R. Learn to apply AutoML techniques, interpret results, and solve real-world problems with data-driven insights.

• Coursera
• 1 hour 45 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Analytics and Deep Learning

41 ratings at Coursera

Master data preprocessing, big data technologies, and deep learning models with hands-on experience in neural networks and predictive analytics using industry-relevant tools.

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

LLMOps

39 ratings at Coursera

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
• Self-Paced
• Paid Course