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Machine Learning Basics

Machine Learning and Deep Learning made easy

2 Courses and 3 Guided Projects

About this Learning Path

The Machine Learning Basics Learning Path takes you on a journey to explore supervised and unsupervised learning, feature engineering, and model evaluation to reveal the true power of data-driven intelligence. Use PyTorch or TensorFlow to delve into the revolutionary world of deep learning and reinforcement learning to explore the depths of artificial intelligence. Use practical projects like customer clustering, flower and tumour classification, and regression for mileage to put theory into practice. Awaken your creativity, sharpen your abilities, and discover the endless potential of machine learning. Get ready for this thrilling journey where knowledge becomes power and curiosity takes you to uncharted territory.

Average Course Rating

4.6 out of 5

Average Difficulty Level

Intermediate

Skills You Will Learn

Python, Data Science, Machine Learning, Artificial Intelligence, Deep Learning, Keras, Pandas, PyTorch

A Quick Introduction to Machine Learning

Reinforcement Learning and Deep Learning Essentials

Predictions: Regression for Car Mileage and Diamond Price

Precise Predictions: Classification for Flower and Tumors

Customer Clustering with KMeans to Boost Business Strategy

Featured Courses

Beginner Course Machine Learning

A Quick Introduction to Machine Learning

Machine Learning, a foundational component of Artificial Intelligence, is often shrouded in mystery. This short course will demystify and explain the subject of Machine Learning. In just a few hours, you will be able to understand the concepts and the processes behind this revolutionary technology. Let this course take you into the forefront of the Machine Learning revolution!

4.6

(2.28k+ Reviews)
8.29k+ Enrolled

3 Hours
Beginner Course Machine Learning

Reinforcement Learning and Deep Learning Essentials

Reinforcement Learning and Deep Learning are more advanced techniques and areas of Machine Learning. These techniques, centred around multi-layer neural networks, are important drivers behind the evolution of Artificial Intelligence (AI). In just a couple of hours, this course will provide a quick introduction to both Reinforcement Learning and Deep Learning and will even get you to apply these techniques in a hands-on exercise.

4.6

(986 Reviews)
2.43k+ Enrolled

2 Hours
Beginner Guided Project Data Science

Predictions: Regression for Car Mileage and Diamond Price

Master essential skills for mind-blowing forecasts and unlock a world of data-driven success. In this project, you'll discover how to build powerful machine learning regressors to predict Car Mileage and Diamond Values. Gain in-demand skills for success and make informed decisions in industries such as automotive and jewelry by harnessing the potential of data-driven predictions.

4.6

(384 Reviews)
1.68k+ Enrolled

30 Minutes
Beginner Guided Project Machine Learning

Precise Predictions: Classification for Flower and Tumors

Master essential skills for mind-blowing predictions! In this project, you'll discover how to build powerful machine learning regressors to predict flower species and cancer. Gain in-demand expertise for success and unleash your potential in the world of data-driven success.

4.7

(260 Reviews)
1.1k+ Enrolled

30 Minutes
Beginner Guided Project Machine Learning

Customer Clustering with KMeans to Boost Business Strategy

Leverage the KMeans algorithm to unlock valuable customer insights and enhance your business strategy. In just 30 minutes, discover the art of data clustering and gain the skills to effectively group customer data for targeted marketing, personalized recommendations, and improved customer segmentation.

4.6

(253 Reviews)
969 Enrolled

30 Minutes