Classification Courses and Certifications

Whizlabs

ML Algorithms

Deep dive into machine learning algorithms, covering regression, classification, clustering, image and text analysis, reinforcement learning, and forecasting. Gain theoretical knowledge and hands-on experience for AWS ML certification.

• Coursera
• 4 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing [ Building Real World Projects]

76 ratings at Udemy

Build Real World Applications of Natural Language Processing [COMPLETE PROJECT]

• Udemy
• 4 hours 14 minutes
• On-Demand
• Paid Course

Understanding and Applying Text Embeddings

55 ratings at Coursera

Explore text embeddings for classification, clustering, and semantic search. Learn to build Q&A systems using Vertex AI, combining embeddings with LLM capabilities for enhanced text analysis and applications.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Machine Learning with Tree-Based Models in Python

48 ratings at DataCamp

In this course, you'll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.

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

Machine Learning with Apache Spark 3.0 using Scala

48 ratings at Udemy

Machine Learning with Apache Spark 3.0 using Scala with Examples and 4 Projects

• Udemy
• 8 hours 20 minutes
• On-Demand
• Paid Course

Introduction to Deep Learning in Python

46 ratings at DataCamp

Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0 in Python.

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

Working with the OpenAI API

36 ratings at DataCamp

Start your journey developing AI-powered applications with the OpenAI API. Learn about the functionality that underpins popular AI applications like ChatGPT.

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

Introduction to Deep Learning with PyTorch

35 ratings at DataCamp

Learn how to build your first neural network, adjust hyperparameters, and tackle classification and regression problems in PyTorch.

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

Data Science in R: Regression & Classification Analysis

34 ratings at Udemy

Master Complete Hands-On Regression Analysis & Classification for applied Statistical Modelling & Machine Learning in R

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Extreme Gradient Boosting with XGBoost

33 ratings at DataCamp

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

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

Advanced Deep Learning with Keras

18 ratings at DataCamp

Learn how to develop deep learning models with Keras.

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

Deep Learning Fundamentals

18 ratings at Udemy

Explore artificial neural networks, convolutional and recurrent networks for image, time-series, and text analysis. Gain hands-on experience with Keras and Python in this beginner-friendly introduction to deep learning.

• Udemy
• 6 hours
• On-Demand
• Paid Course

AWS Certified Machine Learning – Specialty

17 ratings at Udemy

Learn all the skills you need to leverage Amazon's powerful platform for your predictive analytics needs.

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Machine Learning with scikit-learn

14 ratings at DataCamp

Learn how to build and tune predictive models and evaluate how well they'll perform on unseen data.

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

CertNexus

Build Decision Trees, SVMs, and Artificial Neural Networks

12 ratings at Coursera

Learn to build decision trees, SVMs, and neural networks for machine learning and deep learning. Gain practical skills in constructing models to solve regression, classification, computer vision, and natural language processing problems.

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