Machine Learning v/s Artificial Intelligence

Ivy Jul 04, 2018 No Comments

As the field of data science and analytics continues to evolve, terms like Machine Learning (ML) and Artificial Intelligence (AI) are often used interchangeably. However, there are key differences between these two technologies, each with its own purpose and methodology. At Ivy Professional School, a leading institute for Machine Learning courses in India, we break down the essentials of ML and AI to help you understand how they differ and why they are both essential in the world of analytics.

What is Machine Learning?

Machine Learning is a subset of Artificial Intelligence. It involves the use of algorithms and statistical models that allow computers to learn and make predictions or decisions without being explicitly programmed. By analyzing data patterns, ML systems can improve their accuracy over time, making them highly valuable in applications that require prediction and analysis.

• Objective: The goal of ML is to gain knowledge by analyzing patterns in data. Unlike AI, it does not focus on achieving “success” but instead on improving the accuracy of its predictions and outputs.
• How It Works: ML uses historical data to find patterns and trends, which it then uses to make future predictions. Common ML categories include:
  • Supervised Learning
  • Unsupervised Learning
  • Reinforcement Learning

What is Artificial Intelligence?

On the other hand, Artificial Intelligence is a broader concept that enables machines to mimic human intelligence. It is the science of making computers and other machines capable of solving problems autonomously by simulating human decision-making processes.

• Objective: AI is designed to achieve specific objectives by optimizing solutions and enabling machines to think and act like humans. It encompasses all machine learning algorithms and also includes Deep Learning, Natural Language Processing (NLP), and more.
• How It Works: AI integrates decision-making capabilities, allowing machines not only to make predictions but also to perform actions autonomously.

Why Learn Machine Learning and Artificial Intelligence?

In today’s data-driven world, expertise in ML and AI opens doors to exciting career opportunities in Data Science, Analytics, IT Security, and more. By learning these technologies, professionals can make significant contributions to fields such as healthcare, finance, e-commerce, and beyond.

Ivy Professional School – Your Partner in Data Science Education

At Ivy Professional School, we pride ourselves on being one of India’s top Data Analytics Institutes, offering specialized courses in Machine Learning and Artificial Intelligence. As the official training partner for renowned companies such as Genpact, Capgemini, eBay/PayPal, and ITC, we provide world-class education and hands-on experience to help you succeed in the analytics industry.

Ivy Pro School is the leader in offering Machine Learning Courses in India. Ranked among the Top Data Analytics Institutes in the country, Ivy is the official training partner of many large Analytics companies in the country including Genpact, Capgemini, eBay/PayPal, ITC and many more. Call us at 9748441111 for more details.