CBTNuggets – Introduction to Machine Learning 2024-3 – Downloadly

Descriptions

Introduction to Machine Learning. This entry-level machine learning and artificial intelligence training prepares learners to transform massive data sets into not only meaningful information, but also actionable insights, predictions, and future-oriented trends. The impact of machine learning on today’s technology landscape is simply immeasurable. This course serves as an introduction to the game-changing power of machine learning and aims to illuminate the exciting possibilities for solving real-world problems with machine learning. It’s up to you to use these insights and skills to solve specific problems in your organization or professional work.

Fortunately, this course goes beyond machine learning concepts by providing hands-on ways to build models using scikit-learn, PyTorch, TensorFlow, and even a crash course in LLM development using OpenAI, LangChain, and HuggingFace. Once you complete this Introduction to Machine Learning training, you’ll be able to use algorithms to uncover hidden insights, leverage statistical analysis, and generate data-driven predictive results—all through the use of machine learning. For leaders of IT teams, this machine learning course offers amazing transformative value: ideal for new junior data scientists getting started in machine learning, integrating personalized training sessions, or simply providing a comprehensive reference for data science, machine learning, and artificial intelligence (AI) concepts and best practices.

What you will learn

Exploring the fundamentals of machine learning and the latest best practices
Understanding algorithms such as gradient descent and backpropagation
Implementing classification and regression models to uncover patterns in data
Dive into the perceptron and neural networks with powerful AI modeling concepts
Practical introduction to PyTorch and TensorFlow modeling
Distilling Large Language Models (LLMs) with ChatGPT, LangChain and HuggingFace

Who is this course suitable for?

The Introduction to Machine Learning training is offered as an associate-level data science training, meaning it is designed for young data scientists and aspiring machine learning engineers.

Introduction to Machine Learning Specifications

Editor: CBT Nuggets
Teacher: Jonathan Barrios
Language: English
Level: All levels
Number of courses: 420
Duration: 48 hours

Contents of the Introduction to Machine Learning

Introduction to Machine Learning

Requirements

This Machine Learning Skills course offers significant value to both aspiring IT professionals with at least one year of experience and experienced data scientists looking to showcase their data science skills in an ever-evolving field.