Data Preprocessing Courses and Certifications

Tableau

Data Analysis with Tableau

111 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

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

Credential

Data Analytics and Big Data

98 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

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

Credential

Data Analytics and Deep Learning

40 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

36 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

Whizlabs

NVIDIA: Fundamentals of Machine Learning

25 ratings at Coursera

Master machine learning fundamentals, from data preprocessing to advanced GPU-accelerated techniques using NVIDIA RAPIDS. Covers supervised and unsupervised learning, model evaluation, and practical implementations.

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

Coursera

GenAI for Data Analysts

23 ratings at Coursera

Explore GenAI's impact on data analysis, learning practical strategies to integrate AI tools into preprocessing, pattern recognition, predictive analytics, and report generation for enhanced productivity.

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

Artificial Neural Networks (ANN) with Keras in Python and R

1026 ratings at Udemy

Understand Deep Learning and build Neural Networks using TensorFlow 2.0 and Keras in Python and R

• Udemy
• 8 hours 36 minutes
• Self-Paced
• Paid Course

Decision Trees, Random Forests, AdaBoost & XGBoost in Python

1039 ratings at Udemy

Decision Trees and Ensembling techniques in Python. How to run Bagging, Random Forest, GBM, AdaBoost & XGBoost in Python

• Udemy
• 7 hours 20 minutes
• Self-Paced
• Paid Course

CertNexus

Analyze Data

21 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
• Self-Paced
• Paid Course

EDUCBA

Master CNNs with Python: Build, Train & Evaluate Models

19 ratings at Coursera

Dive into CNN development with Python to design, build, train and evaluate deep learning models for image classification through hands-on projects and real-world applications.

• Coursera
• 5 hours 37 minutes
• Self-Paced
• Paid Course

Coursera

Real-time data visualization dashboard using Node-red

18 ratings at Coursera

Create a real-time data visualization dashboard using Node-RED to fetch, preprocess, and display global air quality data from the OpenAQ API, enhancing your skills in data handling and visualization.

• Coursera
• 1 hour 40 minutes
• Self-Paced
• Paid Course

EDUCBA

Python Case Study - Sentiment Analysis

18 ratings at Coursera

Master sentiment analysis by building a complete Python-based text classification system using NLP techniques, machine learning algorithms, and evaluation metrics.

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

EDUCBA

Deep Learning with ANN in Python: Build & Optimize

17 ratings at Coursera

Master ANN development in Python with hands-on TensorFlow and Keras implementation, from data preprocessing to model optimization for real-world predictive analytics.

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