Ocean Protocol

NOVEMBER 28, 2024

Introduction The Formula 1 Prediction Challenge: 2024 Mexican Grand Prix brought together data scientists to tackle one of the most dynamic aspects of racing — pit stop strategies. 2024 Championship Our challenges offer prize pools from $10,000 to $20,000, distributed among the top 10 participants.

Cross Validation 85

Cross Validation Decision Trees Data Scientist Data Science 85

Data Science Dojo

AUGUST 19, 2024

The demand for AI scientist is projected to grow significantly in the coming years, with the U.S. AI researcher role is consistently ranked among the highest-paying jobs, attracting top talent and driving significant compensation packages. Python Explain the steps involved in training a decision tree.

AI 195

AI AI Machine Learning Machine Learning 195

Towards AI

SEPTEMBER 30, 2024

Last Updated on September 30, 2024 by Editorial Team Author(s): Souradip Pal Originally published on Towards AI. Unlike other algorithms, which rely on a single model to make predictions, Gradient Boosting uses a series of weak models (often decision trees), each learning from the mistakes of the one before it.

Decision Trees 116

Decision Trees Machine Learning Machine Learning Algorithm 116

Towards AI

OCTOBER 3, 2024

Last Updated on October 5, 2024 by Editorial Team Author(s): Souradip Pal Originally published on Towards AI. Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. Published via Towards AI This member-only story is on us.

Decision Trees 111

Decision Trees Machine Learning Machine Learning Algorithm 111

Towards AI

DECEMBER 18, 2024

Last Updated on December 18, 2024 by Editorial Team Author(s): Mukundan Sankar Originally published on Towards AI. They chase the hype Neural Networks, Transformers, Deep Learning, and, who can forget AI and fall flat. You're not ready for neural networks if you cant explain Linear Regression or Decision Trees.

Machine Learning 93

Machine Learning Machine Learning Decision Trees Deep Learning 93

Towards AI

AUGUST 5, 2024

Last Updated on August 7, 2024 by Editorial Team Author(s): Sarah Lea Originally published on Towards AI. Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. Published via Towards AI From research to projects and ideas.

Deep Learning 105

Deep Learning Deep Learning Decision Trees Machine Learning 105

Towards AI

MARCH 28, 2024

Last Updated on March 29, 2024 by Editorial Team Author(s): Boris Meinardus Originally published on Towards AI. Back when I started learning ML, some of my professors would simply throw a formula on the screen and tell us “This is the loss function for a decision tree” and that was it. Published via Towards AI

Machine Learning 98

Machine Learning Machine Learning Decision Trees ML 98

Towards AI

DECEMBER 18, 2024

Last Updated on December 18, 2024 by Editorial Team Author(s): Mukundan Sankar Originally published on Towards AI. They chase the hype Neural Networks, Transformers, Deep Learning, and, who can forget AI and fall flat. You're not ready for neural networks if you cant explain Linear Regression or Decision Trees.

Machine Learning 74

Machine Learning Machine Learning Decision Trees Deep Learning 74

Towards AI

MARCH 17, 2024

Last Updated on March 18, 2024 by Editorial Team Author(s): Joseph George Lewis Originally published on Towards AI. Photo by Growtika on Unsplash Everyone knows AI is experiencing an explosion of media coverage, research, and public focus. Alongside this, there is a second boom in XAI or Explainable AI. 68 for CNN, 0.52–54

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AI AI Decision Trees Artificial Intelligence 105

AssemblyAI

NOVEMBER 9, 2023

Product teams are integrating Text Summarization APIs and AI Summarization models into their AI-powered platforms to create summarization tools that automatically summarize calls, interviews, law documents, and more. These are sometimes referred to as AI summarizers. Pricing ranges from $0-$499/month, depending on usage.

AI 102

AI AI Machine Learning Machine Learning 102

Towards AI

NOVEMBER 6, 2024

Last Updated on November 6, 2024 by Editorial Team Author(s): Talha Nazar Originally published on Towards AI. Gradient boosting involves training a series of weak learners (often decision trees) where each subsequent tree corrects the errors of the previous ones, creating a strong predictive model.

Cross Validation 114

Cross Validation Decision Trees Algorithm Machine Learning 114

Pickl AI

SEPTEMBER 16, 2024

Summary: This blog highlights ten crucial Machine Learning algorithms to know in 2024, including linear regression, decision trees, and reinforcement learning. As we move into 2024, understanding the key algorithms that drive Machine Learning is essential for anyone looking to work in this field.

Machine Learning 52

Machine Learning Machine Learning Algorithm Decision Trees 52

Towards AI

MAY 1, 2024

Last Updated on May 1, 2024 by Editorial Team Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Decision Tree and R. A decision tree is a non-parametric supervised learning algorithm, which is used for both classification and regression tasks. Types of machine learning with R.

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K-nearest Neighbors Machine Learning Machine Learning Decision Trees 98

Pickl AI

JANUARY 29, 2024

Summary: In the tech landscape of 2024, the distinctions between Data Science and Machine Learning are pivotal. The collective strength of both forms the groundwork for AI and Data Science, propelling innovation. ML catalyses AI advancements, enabling systems to evolve and improve decision-making.

Data Science 52

Data Science ML ML Machine Learning 52

Towards AI

FEBRUARY 6, 2024

Last Updated on February 7, 2024 by Editorial Team Author(s): Kamireddy Mahendra Originally published on Towards AI. Decision tree classifier, random forest classifier, and logistic regressor. Thank you:) Reference: Kaggle Photo by Samuel Regan-Asante on Unsplash Join thousands of data leaders on the AI newsletter.

Machine Learning 119

Machine Learning Machine Learning Decision Trees Algorithm 119

Ocean Protocol

MAY 2, 2024

Participants demonstrated outstanding ability in utilizing ML and AI to examine and predict startup success within the venture capital landscape and refine investment strategies. Prevalence of AI and Tech Startups in Investment Portfolios Over the last decade, investments in AI and technology-focused startups have increased by 35%.

Decision Trees 105

Decision Trees Data Scientist Analytics Analytics 105

Towards AI

MAY 10, 2024

Last Updated on May 13, 2024 by Editorial Team Author(s): Cristian Rodríguez Originally published on Towards AI. The three weak learner models used for this implementation were k-nearest neighbors, decision trees, and naive Bayes. A meta-model is trained on this second-level training data to produce the final predictions.

K-nearest Neighbors 113

K-nearest Neighbors Decision Trees Machine Learning Machine Learning 113

Towards AI

APRIL 4, 2024

Last Updated on April 4, 2024 by Editorial Team Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 Machine learning algorithms are the “cool kids” of the tech industry; everyone is talking about them as if they were the newest, greatest meme.

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K-nearest Neighbors Machine Learning Machine Learning Decision Trees 81

Towards AI

FEBRUARY 20, 2024

Last Updated on February 20, 2024 by Editorial Team Author(s): Vaishnavi Seetharama Originally published on Towards AI. Linear Regression Decision Trees Support Vector Machines Neural Networks Clustering Algorithms (e.g.,

Machine Learning 109

Machine Learning Machine Learning ML ML 109

DrivenData Labs

MAY 22, 2024

Results of the Hindcast Stage ¶ The Water Supply Forecast Rodeo is being held over multiple stages from October 2023 through July 2024. Vitaly Bondar: ML Team lead in theMind (formerly Neuromation) company with 6 years of experience in ML/AI and almost 20 years of experience in the industry. Image courtesy of USBR.

Cross Validation 130

Cross Validation Machine Learning Machine Learning ML 130

Towards AI

JANUARY 26, 2024

Last Updated on January 29, 2024 by Editorial Team Author(s): Shivamshinde Originally published on Towards AI.

K-nearest Neighbors 105

K-nearest Neighbors Deep Learning Deep Learning Algorithm 105

ODSC - Open Data Science

JANUARY 5, 2024

Top Python Libraries of 2023 and 2024 NumPy NumPy is the gold standard for scientific computing in Python and is always considered amongst top Python libraries. As expected with the rise of AI, machine learning libraries and data science-focused libraries will become the most popular ones of 2023. Not a bad list right?

Python 52

Python K-nearest Neighbors Data Science Data Visualization 52

Pickl AI

DECEMBER 9, 2024

The global Machine Learning market is rapidly growing, projected to reach US$79.29bn in 2024 and grow at a CAGR of 36.08% from 2024 to 2030. This blog aims to clarify the concept of inductive bias and its impact on model generalisation, helping practitioners make better decisions for their Machine Learning solutions.

Machine Learning 52

Machine Learning Machine Learning Decision Trees Natural Language Processing 52

Pickl AI

NOVEMBER 12, 2024

Summary: This article discusses the integration of AI with MATLAB and Simulink, focusing on the workflow for developing embedded systems. Introduction Embedded AI is transforming the landscape of technology by enabling devices to process data and make intelligent decisions locally, without relying on cloud computing.

AI 52

AI AI Deep Learning Deep Learning 52

DagsHub

APRIL 21, 2024

Especially in the current time when LLM models are making their way for several industry-based generative AI projects. Best MLOps Tools & Platforms for 2024 In this section, you will learn about the top MLOps tools and platforms that are commonly used across organizations for managing machine learning pipelines.

Machine Learning 59

Machine Learning Machine Learning ML ML 59

ODSC - Open Data Science

OCTOBER 23, 2024

ODSC West is right around the corner, promising an impressive lineup of industry leaders who will cover cutting-edge developments in AI, machine learning, and data science. Many of these speakers are familiar faces at past ODSC events or are regular contributors to major AI and tech conferences.

Data Science 40

Data Science Data Scientist AI AI 40

DagsHub

SEPTEMBER 16, 2024

Again, you will need the API Key to use Neptune AI which you need to create on the Neptune platform. LIME can help improve model transparency, build trust, and ensure that models make fair and unbiased decisions by identifying the key features that are more relevant in prediction-making. append(acc) run["loss"].append(loss)

Machine Learning 52

Machine Learning Machine Learning ML ML 52

ODSC - Open Data Science

OCTOBER 28, 2024

For instance, because of artificial intelligence (AI), a bad actor only needs one minute of audio and one photo to create a deepfake. Since there was a massive data breach in 2024 that compromised 2.9 Prevention Behavioral analysis uses AI and behavior analytics. What Happens to Victims of Synthetic Identity Fraud?

Data Science 52

Data Science Decision Trees Machine Learning Machine Learning 52

Ocean Protocol

MARCH 11, 2024

METAR, Miami International Airport (KMIA) on March 9, 2024, at 15:00 UTC In the recently concluded data challenge hosted on Desights.ai , participants used exploratory data analysis (EDA) and advanced artificial intelligence (AI) techniques to enhance aviation weather forecasting accuracy.

Exploratory Data Analysis 52

Exploratory Data Analysis Machine Learning Machine Learning EDA 52

Pickl AI

OCTOBER 24, 2024

Summary: This article compares Artificial Intelligence (AI) vs Machine Learning (ML), clarifying their definitions, applications, and key differences. While AI aims to replicate human intelligence across various domains, ML focuses on learning from data to improve performance. What is Artificial Intelligence?

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Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 52

Mlearning.ai

OCTOBER 2, 2023

Random Forest Importance looks at all the opinions from all your different friends (AKA decision trees) and combines them to figure out which factors are the most important in making a decision. WRITER at MLearning.ai / AI Agents LLM / Good-Bad / AI ART 2024 Mlearning.ai Originally published at [link].

Machine Learning 98

Machine Learning Machine Learning Supervised Learning Algorithm 98

Mlearning.ai

AUGUST 20, 2023

Decision Trees and Random Forests are scale-invariant. WRITER at MLearning.ai / 800+ AI plugins / AI Searching 2024 Mlearning.ai Feature scaling ensures that each feature has an effect on a model’s prediction. For most algorithms, feature scaling is an important pre-processing step. Raschka, S. and Mirjalili, V.

Machine Learning 52

Machine Learning Machine Learning Algorithm Decision Trees 52

Pickl AI

NOVEMBER 28, 2024

billion in 2024, at a CAGR of 10.7%. Decision Trees These trees split data into branches based on feature values, providing clear decision rules. This growth signifies Python’s increasing role in ML and related fields. The programming language market itself is expanding rapidly, projected to grow from $163.63

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Dataconomy

APRIL 4, 2024

From deterministic software to AI Earlier examples of “thinking machines” included cybernetics (feedback loops like autopilots) and expert systems (decision trees for doctors). He’s now the head of AI at Meta. Then AI went into a sort of hibernation. AIs can now give other AIs feedback. and ChatGPT.

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ML @ CMU

DECEMBER 2, 2024

Carnegie Mellon University is proud to present 194 papers at the 38th conference on Neural Information Processing Systems (NeurIPS 2024), held from December 10-15 at the Vancouver Convention Center.

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