5 Free Courses to Understand Machine Learning Algorithms
KDnuggets
OCTOBER 24, 2024
To help you navigate this complex subject, we’ve compiled five free online courses that will give you a solid foundation in machine learning algorithms.
A Roadmap to Machine Learning Algorithm Selection
KDnuggets
MAY 8, 2024
The goal of this article is to help demystify the process of selecting the proper machine learning algorithm, concentrating on "traditional" algorithms and offering some guidelines for choosing the best one for your application.
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Popular Machine Learning Algorithms
KDnuggets
MAY 16, 2022
This guide will help aspiring data scientists and machine learning engineers gain better knowledge and experience. I will list different types of machine learning algorithms, which can be used with both Python and R.
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7 Machine Learning Algorithms You Can’t Miss
KDnuggets
NOVEMBER 1, 2023
This list of machine learning algorithms is a good place to start your journey as a data scientist. You should be able to identify the most common models and use them in the right applications.
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What are the Commonly Used Machine Learning Algorithms?
Knowledge Hut
APRIL 26, 2024
Machine Learning is a sub-branch of Artificial Intelligence, used for the analysis of data. It learns from the data that is input and predicts the output from the data rather than being explicitly programmed. Machine Learning is among the fastest evolving trends in the I T industry.
Boosting Machine Learning Algorithms: An Overview
KDnuggets
JULY 8, 2022
The combination of several machine learning algorithms is referred to as ensemble learning. There are several ensemble learning techniques. In this article, we will focus on boosting.
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Decision Tree Algorithm in Machine Learning: Types, Examples
Knowledge Hut
MAY 3, 2024
Machine Learning is an interdisciplinary field of study and is a sub-domain of Artificial Intelligence. It gives computers the ability to learn and infer from a huge amount of homogeneous data, without having to be programmed explicitly. Before dwelling on this article, let's know more about r squared meaning here.
Practicing Machine Learning with Imbalanced Dataset
Analytics Vidhya
JANUARY 31, 2023
Introduction In today’s world, machine learning and artificial intelligence are widely used in almost every sector to improve performance and results. The machine learning algorithms heavily rely on data that we feed to them. But are they still useful without the data? The answer is No.
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A Beginner’s Guide to the Top 10 Machine Learning Algorithms
KDnuggets
APRIL 2, 2024
Data science’s essence lies in machine learning algorithms. Here are ten algorithms that are a great introduction to machine learning for any beginner!
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Machine Learning Algorithms – What, Why, and How?
KDnuggets
SEPTEMBER 7, 2022
This post explains why and when you need machine learning and concludes by listing the key considerations for choosing the correct machine learning algorithm.
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Essential Machine Learning Algorithms: A Beginner’s Guide
KDnuggets
FEBRUARY 22, 2022
Machine Learning as a technology, ensures that our current gadgets and their software get smarter by the day. Here are the algorithms that you ought to know about to understand Machine Learning’s varied and extensive functionalities and their effectiveness.
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5 Tips for Optimizing Machine Learning Algorithms
KDnuggets
AUGUST 28, 2024
Embrace these five best-practices boost the effectiveness of your trained machine learning solutions, no matter their complexity
An Easy Guide to Choose the Right Machine Learning Algorithm
KDnuggets
FEBRUARY 17, 2022
There's no free lunch in machine learning. So, determining which algorithm to use depends on many factors from the type of problem at hand to the type of output you are looking for. This guide offers several considerations to review when exploring the right ML approach for your dataset.
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Understanding Machine Learning Algorithms: An In-Depth Overview
KDnuggets
SEPTEMBER 12, 2023
Understanding Machine Learning: Exposing the Tasks, Algorithms, and Selecting the Best Model.
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Primary Supervised Learning Algorithms Used in Machine Learning
KDnuggets
JUNE 17, 2022
In this tutorial, we are going to list some of the most common algorithms that are used in supervised learning along with a practical tutorial on such algorithms.
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Machine Learning Algorithms Explained in Less Than 1 Minute Each
KDnuggets
JULY 13, 2022
Learn about some of the most well known machine learning algorithms in less than a minute each.
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Machine Learning Algorithms for Classification
KDnuggets
MARCH 14, 2022
In this article, we will be going through the algorithms that can be used for classification tasks.
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K-Nearest Neighbor (KNN) Algorithm for Machine Learning
Knowledge Hut
MAY 3, 2024
If you are thinking of a simple, easy-to-implement supervised machine learning algorithm that can be used to solve both classifications as well as regression problems, K-Nearest Neighbors (K-NN) is a perfect choice. If you explore machine learning with Python syllabus , you will realize the extent of the application of KNN.
Tackle computer science problems using both fundamental and modern algorithms in machine learning
KDnuggets
NOVEMBER 21, 2023
Master algorithms, including deep learning like LSTMs, GRUs, RNNs, and Generative AI & LLMs such as ChatGPT, with Packt's 50 Algorithms Every Programmer Should Know.
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DBSCAN Clustering Algorithm in Machine Learning
KDnuggets
APRIL 4, 2022
An introduction to the DBSCAN algorithm and its implementation in Python.
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A Comparison of Machine Learning Algorithms in Python and R
KDnuggets
JUNE 26, 2023
This list of the most commonly used machine learning algorithms in Python and R is intended to help novice engineers and enthusiasts get familiar with the most commonly used algorithms.
Unlock the Secrets to Choosing the Perfect Machine Learning Algorithm!
KDnuggets
JULY 24, 2023
When working on a data science problem, one of the most important choices to make is selecting the appropriate machine learning algorithm.
The Role of Mathematics in Machine Learning
Knowledge Hut
MAY 2, 2024
Automation and machine learning have changed our lives. From self – driving Cars, robots, image recognition, diagnostic assessments, recommendation engines, Photo Tagging, fraud detection and more, the future for machine learning and AI is bright and full of untapped possibilities. Why do I need to Learn Math?
A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment
KDnuggets
DECEMBER 17, 2021
How to use scikit-learn, pickle, Flask, Microsoft Azure and ipywidgets to fully deploy a Python machine learning algorithm into a live, production environment.
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Beginner’s Guide to Machine Learning with Python
KDnuggets
JUNE 4, 2024
Master the Fundamentals of Predictive Modeling with Python: An In-Depth Guide to Machine Learning Algorithms and Sci-kit Learn Implementation.
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How to get datasets for Machine Learning?
Knowledge Hut
APRIL 26, 2024
Datasets play a crucial role and are at the heart of all Machine Learning models. Machine Learning without data sets will not exist because ML depends on data sets to bring out relevant insights and solve real-world problems. Quality data is therefore important to ensure the efficacy of a machine learning model.
Linear Machine Learning Algorithms: An Overview
KDnuggets
JULY 1, 2022
In this article, we’ll discuss several linear algorithms and their concepts.
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Navigating your way: Traffic Prediction with Machine Learning
WeCloudData
MARCH 20, 2024
Machine learning is revolutionizing traffic prediction, enhancing route planning and reducing congestion in urban commuting. Explore advanced algorithms like Uni-LSTM and BiLSTM for accurate forecasts, along with Google Maps' integration of deep learning for improved ETA accuracy.
What Does ETL Have to Do with Machine Learning?
KDnuggets
AUGUST 15, 2022
ETL during the process of producing effective machine learning algorithms is found at the base - the foundation. Let’s go through the steps on how ETL is important to machine learning.
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7 Types of Classification Algorithms in Machine Learning
ProjectPro
JUNE 22, 2021
This blog will help you master the fundamentals of classification machine learning algorithms with their pros and cons. You will also explore some exciting machine learning project ideas that implement different types of classification algorithms. So, without much ado, let's dive in.
Anomaly Detection with Machine Learning Overview
Knowledge Hut
JULY 28, 2023
Machine learning for anomaly detection is crucial in identifying unusual patterns or outliers within data. By learning from historical data, machine learning algorithms autonomously detect deviations, enabling timely risk mitigation. Why do You Need Machine Learning for Anomaly Detection?
Scaling Media Machine Learning at Netflix
Netflix Tech
FEBRUARY 13, 2023
We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. Amber is a suite of multiple infrastructure components that offers triggering capabilities to initiate the computation of algorithms with recursive dependency resolution.
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The Journey of a Senior Data Scientist and Machine Learning Engineer at Spice Money
Analytics Vidhya
JUNE 12, 2023
From humble beginnings to influential […] The post The Journey of a Senior Data Scientist and Machine Learning Engineer at Spice Money appeared first on Analytics Vidhya. In this article, we explore Tajinder’s inspiring success story.
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Meta’s approach to machine learning prediction robustness
Engineering at Meta
JULY 10, 2024
Meta’s advertising business leverages large-scale machine learning (ML) recommendation models that power millions of ads recommendations per second across Meta’s family of apps. Why is machine learning robustness difficult?
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Top 30 Machine Learning Skills for ML Engineer in 2024
Knowledge Hut
JANUARY 16, 2024
Embarking on a journey in the highly demanded field of Machine Learning (ML) opens doors to diverse career opportunities. The avenues to acquire the essential skills for a career in ML are plentiful, ranging from Machine Learning online courses and certifications to formal degree programs. What Is Machine Learning?
What is Machine Learning and Why It Matters: Everything You Need to Know
Knowledge Hut
MAY 2, 2024
Doesn’t this piece of information gives you a glimpse of the wondrous possibilities of machine learning and its potential uses? As you move across this post, you would get a comprehensive idea of various aspects that you ought to know about machine learning. What is Machine Learning and Why It Matters?
KDnuggets Top Posts for July 2022: Machine Learning Algorithms Explained in Less Than 1 Minute Each
KDnuggets
AUGUST 22, 2022
Machine Learning Algorithms Explained in Less Than 1 Minute Each • Free Python Automation Course • Free Python Crash Course • The 5 Hardest Things to Do in SQL • 16 Essential DVC Commands for Data Science • 12 Essential VSCode Extensions for Data Science • Parallel Processing Large • File in Python • Linear Algebra for Data Science.
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Classification vs. Regression Algorithms in Machine Learning
ProjectPro
JANUARY 11, 2022
“Machine Learning” is one of the most trending buzzwords. They are built using Machine Learning algorithms. These algorithms majorly fall into two categories - supervised algorithms and unsupervised algorithms. Yes, you are right. What is Classification? What is Regression?
Pattern Recognition in Machine Learning [Basics & Examples]
Knowledge Hut
JULY 4, 2023
To build a strong foundation and to stay updated on the concepts of Pattern recognition you can enroll in the Machine Learning course that would keep you ahead of the crowd. It is a subfield of machine learning and artificial intelligence. What Is Pattern Recognition?
7 Super Cheat Sheets You Need To Ace Machine Learning Interview
KDnuggets
DECEMBER 19, 2022
Revise the concepts of machine learning algorithms, frameworks, and methodologies to ace the technical interview round.
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Naïve Bayes Algorithm: Everything You Need to Know
KDnuggets
APRIL 8, 2022
Naïve Bayes is a probabilistic machine learning algorithm based on the Bayes Theorem, used in a wide variety of classification tasks. In this article, we will understand the Naïve Bayes algorithm and all essential concepts so that there is no room for doubts in understanding.
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The Journey of a Senior Data Scientist and Machine Learning Engineer in Fintech Domain
Analytics Vidhya
JUNE 12, 2023
From humble beginnings to influential […] The post The Journey of a Senior Data Scientist and Machine Learning Engineer in Fintech Domain appeared first on Analytics Vidhya. In this article, we explore Tajinder’s inspiring success story.
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Machine Learning Cheat Sheet (2024)
Knowledge Hut
MARCH 27, 2024
Over the last few decades, machine learning has fundamentally altered how systems function and decisions are made. These days, practically every industry effectively employs various machine learning ideas in one way or another. What is a Machine Learning cheat sheet?
Machine Learning NLP Text Classification Algorithms and Models
ProjectPro
NOVEMBER 25, 2021
To mitigate this challenge, organizations are now leveraging natural language processing and machine learning techniques to extract meaningful insights from unstructured text data. Read this blog to learn about text classification, one of the core topics of natural language processing.
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