Knowledge Hut

JULY 7, 2023

Machine learning is a part of AI (artificial intelligence) that focuses on developing various algorithms and models to make decisions without human intervention. Various algorithms and models are trained using machine learning techniques like supervised, unsupervised, reinforcement, etc. How Does Machine Learning Work?

Machine Learning 110

Machine Learning Deep Learning Algorithm Datasets 110

AltexSoft

AUGUST 18, 2021

But nothing is impossible for people armed with intellect and algorithms. Read on to know how to approach the airfare prediction problem and what we learned from our experience of building an price forecasting feature for the US-based online travel agency FareBoom. Preparing airfare datasets. Public datasets.

Algorithm 59

Algorithm Datasets R (Programming) Machine Learning 59

Knowledge Hut

JANUARY 19, 2024

In data science, we use various tools, processes, and algorithms to extract insights from structured and unstructured data. Imagine having the ability to extract meaningful insights from diverse datasets, being the architect of informed strategies that drive business success. Unveiling patterns hidden in vast datasets.

Data Science 52

Data Science Machine Learning Datasets Algorithm 52

ProjectPro

OCTOBER 16, 2021

It contains codes to support the implementation of machine learning algorithms in Python. Not only that, but it also provides the option to effortlessly use various popular datasets like MNIST, California Housing, etc. Additionally, Scikit-Learn offers different metrics to test the efficiency of different algorithms.

Machine Learning 52

Machine Learning Deep Learning Datasets Algorithm 52

ProjectPro

JANUARY 15, 2021

Undoubtedly, everyone knows that the only best way to learn data science and machine learning is to learn them by doing diverse projects. Table of Contents What is a dataset in machine learning? Why you need machine learning datasets? Where can I find datasets for machine learning?

Datasets 40

Datasets Machine Learning Retail Banking 40

Knowledge Hut

NOVEMBER 27, 2023

Data Science is a field that uses scientific methods, algorithms, and processes to extract useful insights and knowledge from noisy data. Learn Data Analysis with Python Now that you know how to code in Python start picking toy datasets to perform analysis using Python. Learn about Dataframes, Pandas, and Numpy to begin with.

Data Science 97

Data Science Healthcare Machine Learning Telecommunication 97

AltexSoft

FEBRUARY 21, 2023

Hotel price prediction is a critical aspect of the travel industry, and with the rise of machine learning , it has become more precise and accurate. The key objective behind this task is to set the best booking prices to entice customers and ensure that hotels take full advantage of their business potential.

Hospitality 52

Hospitality Datasets Algorithm Machine Learning 52

Edureka

SEPTEMBER 11, 2023

By employing algorithms that pick up on the subtleties of the input or training data they are given, generative AI certainly provides a multifaceted approach to data generation. To summarise, generative AI is an effective tool in machine learning and artificial intelligence that draws on preexisting data to create new, similar data.

Algorithm 52

Algorithm Entertainment Healthcare Deep Learning 52

AltexSoft

MAY 5, 2023

AI in a nutshell Artificial Intelligence (AI) , at its core, is a branch of computer science that focuses on developing algorithms and computer systems capable of performing tasks that typically require human intelligence. This includes learning, reasoning, problem-solving, perception, language understanding, and decision-making.

Machine Learning 59

Machine Learning Hospitality Algorithm Deep Learning 59

ProjectPro

NOVEMBER 11, 2021

Learn Computer Vision with OpenCV Learn Machine Learning for Computer Vision Programming Languages Best Suited for Computer Vision 1.Learn Learn Python for Computer Vision 2. Learn C++ for Computer Vision Best Books to Learn Computer Vision FAQs Q1. Is Computer Vision hard to learn?

Programming Language 52

Programming Language Deep Learning Machine Learning Algorithm 52

ProjectPro

JANUARY 19, 2022

The first step is to work on cleaning it and eliminating the unwanted information in the dataset so that data analysts and data scientists can use it for analysis. Interact with the data scientists team and assist them in providing suitable datasets for analysis. This book has detailed chapters that have been divided into eight parts.

Data Engineering 52

Data Engineering Data Engineer Engineering Amazon Web Services 52

ProjectPro

SEPTEMBER 29, 2021

If you fancy learning from a PDF instead of our website, download probability and statistics for machine learning tutorial pdf. How to choose the Best Probability Course for Machine Learning? How to become good at Statistics for Machine Learning? How to become good at Statistics for Machine Learning?:

Machine Learning 52

Machine Learning Insurance Algorithm Datasets 52

Edureka

JANUARY 18, 2024

This guide provides a comprehensive understanding of the essential skills and knowledge required to become a successful data scientist, covering data manipulation, programming, mathematics, big data, deep learning, and machine learning technologies. Table of Contents Introduction to Data Science What is Data Science?

Data Science 40

Data Science Deep Learning NoSQL Machine Learning 40

Knowledge Hut

DECEMBER 26, 2023

A simple usage of Business Intelligence (BI) would be enough to analyze such datasets. Business Intelligence tools, therefore cannot process this vast spectrum of data alone, hence we need advanced algorithms and analytical tools to gather insights from these data. Data Modeling using multiple algorithms. What is Data Science?

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

ProjectPro

OCTOBER 6, 2021

It is needed to understand machine learning and deep learning algorithms that are used along with NLP techniques. Best Way to Learn NLP You have now entered the section where we will explain in detail what is the best method of learning NLP. Recommended Book: Calculus (2002) by Monty J.

Deep Learning 52

Deep Learning Programming Language Machine Learning Algorithm 52

ProjectPro

FEBRUARY 25, 2022

The primary reason behind this spike is the sudden realization that using MLOps results in the improvised deployment of machine learning algorithms. Feature Selection and Feature Engineering Choosing the relevant machine learning/deep learning algorithms. Strong communication skills.

Deep Learning 52

Deep Learning Algorithm Machine Learning Data Science 52

AltexSoft

NOVEMBER 15, 2022

The same formula goes for vacation rental property management, but instead of rooms, you calculate the percentage of booked vacation rental units. For example, if you run 85 vacation rentals and 70 of them are booked tonight, then tonight’s occupancy rate is around 82 percent (70 divided by 85 and multiplied by 100). Data sources.

Hospitality 52

Hospitality Building Datasets Machine Learning 52

ProjectPro

SEPTEMBER 29, 2021

The term artificial intelligence is always synonymously used Awith complex terms like Machine learning, Natural Language Processing, and Deep Learning that are intricately woven with each other. One of the trending debates is that of the differences between natural language processing and machine learning.

Machine Learning 52

Machine Learning Deep Learning Algorithm Datasets 52

ProjectPro

JANUARY 21, 2022

The solution is devised by applying statistical algorithms called machine learning models, which assist in revealing hidden patterns in the data. Well-versed with applications of various machine learning and deep learning algorithms. When you get to implement those algorithms, mathematics becomes more fun.

Deep Learning 52

Deep Learning Data Science Algorithm Programming Language 52

Knowledge Hut

OCTOBER 26, 2023

You can develop voice-enabled applications that can do different tasks like booking a hotel room, ordering food, or playing music. It comes with in-built ML algorithms that do not require label data and leverages semantic search to simplify tasks. This dataset can be downloaded in two formats: Parquet and TAV.

AWS 52

AWS Coding Project Cloud Computing 52

ProjectPro

DECEMBER 10, 2021

Along with that, deep learning algorithms and image processing methods are also used over medical reports to support a patient’s treatment better. One can use their dataset to understand how they work out the whole process of the supply chain of various products and their approach towards inventory management.

Business Intelligence 52

Business Intelligence Coding Project BI 52

ProjectPro

JULY 21, 2021

Good knowledge of commonly used machine learning and deep learning algorithms. Strong understanding of statistical techniques used to quantify the results of NLP algorithms. Past experience with utilizing NLP algorithms is considered an added advantage. Design NLP-based applications to solve customer needs.

Coding 52

Coding Project Deep Learning Algorithm 52

ProjectPro

OCTOBER 28, 2021

Machine Learning is receiving so much traction because it reveals insightful facts from a given dataset that would not have been gained access to by using other tools. It simplifies complex problems by making probabilistic predictions for specific parameters in the dataset.

Machine Learning 52

Machine Learning Programming Language Datasets Python 52

ProjectPro

JANUARY 20, 2022

is a question that every beginner seeking a career in the machine learning domain has in his mind. Machine learning, a subdomain of artificial intelligence, uses algorithms and data to imitate how humans learn and steadily improve. In other words, machine learning facilitates the generation of analytical models.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

Knowledge Hut

JANUARY 22, 2024

Data scientists apply machine learning algorithms to numbers, text, images, video, audio, and more to create artificial intelligence (AI) systems. Mining large datasets containing structured and unstructured data and identifying hidden patterns to gain actionable insights are two main tasks in data science.

Data Science 52

Data Science Banking Big Data Insurance 52

AltexSoft

SEPTEMBER 19, 2023

Company’s booking website and mobile app allow you to track and collect a wealth of data, from web traffic information to user behavioral metrics (session duration, navigation paths, etc.), Learn more about the functions of internal systems with our dedicated articles about hotel property management systems and passenger service systems.

Hospitality 52

Hospitality Machine Learning Data Governance BI 52

ProjectPro

AUGUST 28, 2021

The most trusted way to learn and master the art of machine learning is to practice hands-on projects. Projects help you create a strong foundation of various machine learning algorithms and strengthen your resume. Each project explores new machine learning algorithms, datasets, and business problems.

Portfolio 52

Portfolio Project Datasets Algorithm 52

ProjectPro

AUGUST 17, 2021

Work On Real-World Hands-On Computer Vision Projects Read Some Books on Modern Computer Vision Learn Mathematical Concepts Read Research Papers Experiment with Machine Learning and Deep Learning Models Computer Vision Engineer Salary - How Much do they Earn?

Engineering 40

Engineering Deep Learning Machine Learning Algorithm 40

ProjectPro

JANUARY 13, 2022

There is a high demand for machine learning algorithms that can quickly summarize lengthy texts and offer accurate insights. The extractive summarization method works with the help of algorithms such as LexRank, Luhn, LSA, etc. Table of Contents NLP Text Summarization What is Text Summarization?

Python 52

Python Algorithm Deep Learning Data Science 52

ProjectPro

JULY 30, 2021

In this project, you will be introduced to different types of recommendation systems and learn how to build a recommendation system from scratch. Data Description The dataset contains the following information about the products purchased by different users. on different images in a dataset.

Machine Learning 40

Machine Learning Project Deep Learning Banking 40

ProjectPro

AUGUST 5, 2021

Candidates are aware of the keyword matching algorithm, and many of them insert as many keywords as possible into their resumes to get shortlisted by the company. You can use the Resume Dataset available on Kaggle to build this model. This dataset contains only two columns — job title and the candidate’s resume information.

Project 52

Project Datasets Deep Learning Machine Learning 52

AltexSoft

JUNE 26, 2023

We’ll particularly explore data collection approaches and tools for analytics and machine learning projects. It’s the first and essential stage of data-related activities and projects, including business intelligence , machine learning , and big data analytics. What is data collection? No wonder only 0.5

Data Collection 52

Data Collection Machine Learning Unstructured Data Non-relational Database 52

ProjectPro

JUNE 7, 2021

Lemmatization Download the Python Notebook to Build a Python Chatbot Neural Network It is a deep learning algorithm that resembles the way neurons in our brain process information (hence the name). It is widely used to realize the pattern between the input features and the corresponding output in a dataset. api/losses/.

Python 52

Python Project Building Datasets 52

AltexSoft

NOVEMBER 17, 2021

If you’ve ever been to a bookstore, you probably know the dilemma of the book location. Training neural networks and implementing them into your classifier can be a cumbersome task since they require knowledge of deep learning and quite large datasets. Stating categories and collecting training dataset.

Machine Learning 75

Machine Learning Insurance Medical Healthcare 75

ProjectPro

APRIL 1, 2021

Database Querying Language - SQL Math and Statistic Concepts Machine Learning and Deep Learning Concepts Data Wrangling Data Visualization Model Building and Deployment Software Engineering Know-how of popular deep learning frameworks like PyTorch, TensorFlow, and others. I first read the book right on NLP.

Data Science 40

Data Science Telecommunication Algorithm Machine Learning 40

AltexSoft

JANUARY 18, 2023

Dubbed GPT-3 and developed by OpenAI in San Francisco, it was the latest and strongest of its kind — a “large language model” capable of producing fluent text after having ingested billions of words from books, articles, and websites. They are mainly trained using a large dataset of text, such as a collection of books or articles.

Datasets 64

Datasets Architecture Deep Learning SQL 64

ProjectPro

AUGUST 16, 2021

FAQs on Data Mining Projects 15 Top Data Mining Projects Ideas Data Mining involves understanding the given dataset thoroughly and concluding insightful inferences from it. Often, beginners in Data Science directly jump to learning how to apply machine learning algorithms to a dataset.

Data Mining 40

Data Mining Coding Project Datasets 40