Data Processing Courses and Certifications

Data Analysis and Visualization

This course will introduce students to the field by covering state­-of-­the-art modeling, analysis and visualization techniques.

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

Steve Brunton

Singular Value Decomposition

2 reviews

Comprehensive exploration of Singular Value Decomposition, covering mathematical foundations, applications in data processing, and implementation in MATLAB and Python for various real-world scenarios.

• YouTube
• 7 hours
• On-Demand
• Free Video

Learnit Training

Power BI Full Course Tutorial

2 reviews

Comprehensive tutorial on Power BI covering data analysis, visualization, and management. Learn to build queries, create relationships, design dashboards, and optimize performance for effective business analytics.

• YouTube
• 8 hours 20 minutes
• On-Demand
• Free Video

Neural Networks Demystified

In this short series, we will build and train a complete Artificial Neural Network in python.

• YouTube
• 30 minutes
• On-Demand
• Free Video

WorldQuant Microcredential

AI for Trading

497 ratings at Udacity

Master AI algorithms for quantitative analysis, trading signal generation, and portfolio management. Build a career-ready portfolio with real-world projects designed by industry experts.

• Udacity
• 4 months 3 weeks 3 days 7 hours 31 minutes
• On-Demand
• Paid Course

Dimensionality Reduction in R

1 review

Develop your intuition for when to reduce dimensionality in your data, and master the fundamentals of how to do so in R.

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

Amigoscode

Functional Programming with Java Streams API

1 review

Learn functional programming with Java Streams API, exploring imperative vs declarative approaches. Master filtering, mapping, and visualizing streams to write more efficient and expressive code.

• YouTube
• 50 minutes
• On-Demand
• Free Video

The Full Stack

Introduction to Deep Learning - Full Stack Deep Learning - March 2019

1 review

Comprehensive introduction to AI and deep learning, covering key concepts, applications, and historical context. Explores data processing, computational requirements, and course structure.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Prodramp

Deep Learning Workshop for Satellite Imagery - Training & Prediction

1 review

Hands-on deep learning workshop for satellite imagery, covering model training, debugging, prediction, and advanced techniques like custom metrics, heatmaps, and model deployment.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Python Simplified

Creating a Machine Learning GUI App with Taipy and TensorFlow

1 review

Build a stylish GUI for image classification using Taipy and TensorFlow. Learn to process images, create neural networks, and design user-friendly interfaces for machine learning applications.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Mastering Excel Pivot Tables

5 ratings at FutureLearn

Enhance your data analysis skills and harness the potential of Excel pivot tables to measure business performance.

• FutureLearn
• 4 weeks, 1 hour a week
• On-Demand
• Free Online Course (Audit)

Computer Vision

Explore machine learning and computer vision fundamentals, advanced neural network architectures, and applications in object detection and semantic segmentation.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Organization of Health Data

Explore health data management, statistics, and analysis techniques for healthcare, including data collection, processing, and presentation methods.

• California Community Colleges System
• 17 weeks, 3 hours a week
• 17th Aug, 2024
• Paid Course

Machine Learning on AWS

Explore AWS machine learning services to transform business decisions into data-driven insights, covering key concepts and practical applications for building and deploying models at scale.

• California Community Colleges System
• 19th Sep, 2024
• Paid Course

Ideas for a Complex World - Anna Seigal

Explore mathematical tools for understanding complex data, their applications in disease treatment, exam predictions, and advertising, and the limitations of these approaches in real-world scenarios.

• YouTube
• 48 minutes
• On-Demand
• Free Video