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July 31, 2024

2024 Machine Learning Revolution: 3 Trends You Need to Know

Machine learning continues to be at the forefront of technological innovation, transforming industries and reshaping how we interact with data. As we look ahead to 2024, several key trends are set to revolutionize the field. This article explores three major trends in machine learning and provides recommendations for the best machine learning course online and a machine learning certification course to help you stay ahead in this dynamic field.

Table of Contents:

  • 3 Trends You Need To Know
  • The Most Upskilling Programs
  • Conclusion

3 Trends You Need To Know

1. Explainable AI (XAI)

As machine learning models get more complex, understanding their decision-making is critical. XAI seeks to clarify these models. This tendency is crucial in trust- and accountability-driven businesses like healthcare and finance. XAI improves trust and regulatory compliance by explaining model findings.

2. Edge Computing with Machine Learning

Edge computing is revolutionizing data processing by putting computation closer to the source. This trend minimizes latency and bandwidth, improving real-time decision-making. Autonomous cars, smart cities, and IoT devices benefit from edge device machine learning models that analyze data locally.

3. Automated Machine Learning (AutoML)

Automated Machine Learning (AutoML) automates the whole process of applying machine learning to real-world issues, making it more accessible. AutoML tools simplify data preparation, model selection, and hyperparameter tweaking for non-experts to develop strong machine-learning models. This movement is democratizing machine learning and boosting innovation across fields.

The Most Upskilling Programs

1. PGP in Machine Learning & Artificial Intelligence from NIIT

The PGP in Machine Learning & Artificial Intelligence from NIIT is a 40-week online course that covers the fundamentals and applications of data analytics, and machine learning.

Course content & Highlights:

  • Data Analytics Using Excel
  • Analytics using SQL
  • Introduction to Programming using Python
  • Python for Data Science
  • Exploratory Data Analysis
  • Exploratory Data Analysis using Tableau
  • Storytelling using Tableau
  • Capstone project 1
  • Statistics & Data Visualization using Python
  • Data Modelling using Machine Learning – part 1
  • Data Modelling using Machine Learning – part 2
  • ML Mini Project
  • Time Series Forecasting
  • Capstone Project 2
  • Online self-paced study
  • Weekly live sessions
  • Course materials, videos, quizzes, assignments
  • Improve problem-solving, creativity, and critical thinking
  • Certificate from NIIT and StackRoute

2. IBM AI Engineering Professional Certificate (Coursera)

  • Course Content: Machine learning, deep learning, explainable AI
  • Duration: 3-6 months, flexible schedule
  • Certification: Yes

3. NVIDIA’s Fundamentals of Deep Learning for Computer Vision (Coursera)

  • Course Content: Deep learning, computer vision, edge computing
  • Duration: 1-2 months, flexible schedule
  • Certification: Yes

4. Google Cloud’s Machine Learning with TensorFlow on GCP (Coursera)

  • Course Content: AutoML, TensorFlow, Google Cloud Platform
  • Duration: 4-6 months, flexible schedule
  • Certification: Yes

Conclusion

The machine learning landscape is rapidly evolving, with trends like Explainable AI, edge computing, and AutoML set to revolutionize the field in 2024. Staying updated with these trends and enhancing your skills through the best machine learning course online and a machine learning certification course will position you at the forefront of this technological revolution.

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