Knowledge Hut

DECEMBER 22, 2023

Machine Learning: Understand and implement various machine learning algorithms, including supervised and unsupervised learning techniques. Learn how to work with big data technologies to process and analyze large datasets. Additionally, confirm that the dataset you are utilizing is error-free. Who can Become Data Scientist?

Portfolio 98

Portfolio Data Science Programming Language Scala 98

ProjectPro

JULY 21, 2021

As we already revealed in our Machine Learning NLP Interview Questions with Answers in 2021 blog, a quick search on LinkedIn shows about 20,000+ results for NLP-related jobs. Good knowledge of commonly used machine learning and deep learning algorithms. Past experience with utilizing NLP algorithms is considered an added advantage.

Coding 52

Coding Project Deep Learning Algorithm 52

Pinterest Engineering

SEPTEMBER 5, 2023

In 2021, ML was siloed at Pinterest with 10+ different ML frameworks relying on different deep learning frameworks, framework versions, and boilerplate logic to connect with our ML platform. Worst of all is that everything is done in a silo.

Engineering 93

Engineering Deep Learning Architecture Project 93

ProjectPro

OCTOBER 8, 2021

Table of Contents 10 Machine Learning Projects in Retail for Practice in 2021 10 Machine Learning Projects in Retail for Practice in 2021 Here is a list of 10 machine learning project examples in retail that will help you begin your machine learning career. You can start by downloading the Online Retail Dataset.

Retail 52

Retail Machine Learning Project Datasets 52

ProjectPro

NOVEMBER 14, 2015

Hadoop Common houses the common utilities that support other modules, Hadoop Distributed File System (HDFS™) provides high throughput access to application data, Hadoop YARN is a job scheduling framework that is responsible for cluster resource management and Hadoop MapReduce facilitates parallel processing of large data sets.

Hadoop 52

Hadoop Project Big Data Healthcare 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

SEPTEMBER 27, 2021

Machine learning (ML) is the study and implementation of algorithms that can mimic the human learning process. The algorithms’ goals are to enable a computer to think and make decisions without emphatic instructions from a human user. The algorithms evolved from simple decision trees to complex deep neural network architectures.

Project 52

Project Algorithm Deep Learning Machine Learning 52

ProjectPro

AUGUST 25, 2021

Firstly, we introduce the two machine learning algorithms in detail and then move on to their practical applications to answer questions like when to use linear regression vs logistic regression. Machine Learning , as the name suggests, is about training a machine to learn hidden patterns in a dataset through mathematical algorithms.

Machine Learning 52

Machine Learning Algorithm Datasets Data Science 52

ProjectPro

JULY 7, 2021

Dating App Algorithm 10. Pre-trained models are models trained on an existing dataset. Once you learn the basics of deep learning algorithms and understand how to build models using existing libraries, you can start implementing hands-on, real-world deep learning projects. Digit Recognition System 4. Face Mask Detection 6.

Deep Learning 40

Deep Learning Project Portfolio Datasets 40

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

OCTOBER 28, 2021

If you think machine learning methods may not be of use to you, we reckon you reconsider that because, in May 2021, Gartner has revealed that about 70% of organisations will shift their focus from big to small and wide data by 2025. 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

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.

Python 52

Python Project Building Datasets 52

ProjectPro

NOVEMBER 30, 2021

Additionally, you will learn how to implement Apriori and Fpgrowth algorithms over the given dataset. You will also compare the two algorithms to understand the differences between them. Source Code: Ecommerce product reviews - Pairwise ranking and sentiment analysis Recommended Reading: How to learn NLP from scratch in 2021?

Business Analyst 52

Business Analyst Project Retail Datasets 52

ProjectPro

AUGUST 9, 2021

1) Music Recommendation System on KKBox Dataset Music in today’s time is all around us. With over 70 million songs on Spotify alone as of 2021, it’s safe to say music is easily accessible. Music streaming services profit from recommendation algorithms as well.

Data Science 52

Data Science Python Project Datasets 52

ProjectPro

JULY 30, 2021

Here is a rundown of our 8 latest amazing Machine Learning Projects for your resume that you must practice for August 2021 to set off your career in machine learning. 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

The median salary of an AI engineer as of 2021 is $171, 715 that can go over $250,000. Table of Contents 20 Artificial Intelligence Projects Ideas for Beginners to Practice in 2021 Artificial Intelligence Projects Ideas for Beginners 1. You can use the Resume Dataset available on Kaggle to build this model. dollars by 2025.

Project 52

Project Datasets Deep Learning Machine Learning 52

ProjectPro

AUGUST 28, 2021

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. In this ML project, you will learn to implement the random forest regressor and Xgboost algorithms to train the model.

Portfolio 52

Portfolio Project Datasets Algorithm 52

ProjectPro

JUNE 18, 2021

Which has a better future: Python or Java in 2021? This blog aims to answer all questions on how Java vs Python compare for data science and which should be the programming language of your choice for doing data science in 2021. Java is also used by many big companies including Uber and Airbnb to process their backend algorithms.

Java 52

Java Data Science Python Programming Language 52

ProjectPro

DECEMBER 17, 2021

Furthermore, solving difficult problems in data science not only prepares you for the future but also teaches you the latest tools, techniques, algorithms and packages that have been introduced in the industry. Two Sigma Investments is a firm implementing data science tools over datasets for predicting financial trade since 2001.

Data Science 52

Data Science Medical Datasets Machine Learning 52

Knowledge Hut

FEBRUARY 13, 2024

Cybersecurity is the term used to describe efforts to protect computer networks from unauthorized access. Cybersecurity aims to ensure that your data is protected from unauthorized access by hackers and other threats. For example, quantum computers could be used to crack highly secure encryption algorithms.

Healthcare 98

Healthcare Cloud Computing Transportation Manufacturing 98

ProjectPro

JANUARY 20, 2022

The ai and machine learning job opportunities have grown by 32% since 2019, according to Linkedin’s ‘ Jobs on the Rise ’ list in 2021. According to the Wall Street Journal , the number of AI job postings in the United States roughly doubled in 2021.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

ProjectPro

JULY 19, 2021

Get FREE Access to Machine Learning Example Codes for Data Cleaning, Data Munging, and Data Visualization 8) What will be the change in the size of the results of the convolution is performed with a 1x1 filter on a 10x10 image with no padding? 12) Suggest a way to train a convolutional neural network when you have a quite small dataset.

Engineering 40

Engineering Deep Learning Algorithm Machine Learning 40

Knowledge Hut

DECEMBER 28, 2023

Hardware: Access the largest selection of AI-optimized computer options from partners for training and deploying data-intensive models, such as TPUs, GPUs, and CPUs. It remains one of the best AI platforms for developing intelligent applications by providing access to various hardware options.

Amazon Web Services 64

Amazon Web Services Machine Learning Medical Deep Learning 64

Knowledge Hut

DECEMBER 26, 2023

Deep Learning By Ian Goodfellow, Yoshua Bengio, and Aaron Courville As an advanced learner, this book should be your Bible for learning about deep learning algorithms. You will get to learn more about backpropagation algorithms, recurrent neural nets, convnets, and even other topics like attention mechanisms, unsupervised deep learning, etc.

Data Science 52

Data Science Scala Programming Language R (Programming) 52

ProjectPro

SEPTEMBER 29, 2021

1) Predicting Sales of BigMart Stores 2) Insurance Claims Severity Prediction Learning Probability and Statistics for Machine Learning Whenever we work on a project that uses a machine-learning algorithm, there are two significant steps involved. The last few chapters are related to methods of hypothesis testing.

Machine Learning 52

Machine Learning Insurance Algorithm Datasets 52

ProjectPro

JULY 10, 2021

Practicing the implementation of various time series analysis and forecasting techniques on real-world machine learning datasets is essential to master time series analysis concepts for machine learning. Time Series Analysis is the process of identifying common patterns in the datasets over a specified time.

Project 40

Project Banking Datasets Python 40

ProjectPro

JANUARY 24, 2023

Google BigQuery holds a 12.78% share in the data warehouse market and has been rated a leader by Forrester Wave research in 2021, which makes it a highly popular data warehousing platform. It provides powerful query capabilities for running SQL queries to access and analyze data. Name your dataset, then click on CREATE DATA SET.

Bytes 52

Bytes Google Cloud Data Warehouse Datasets 52

ProjectPro

JULY 23, 2021

But when it comes to large data sets, determining insights from them through deep learning algorithms and mining them becomes tricky. Image Source: [link] Deep Learning algorithms can imitate the working of the human brain. Since then, Keras got adopted as the high-level API for developing deep learning algorithms.

Deep Learning 40

Deep Learning Machine Learning Algorithm Datasets 40

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

ProjectPro

OCTOBER 22, 2021

Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization 10 + Real-Time Microsoft Azure Project Ideas for Learning Hands-on experience always stands out in any job interview,and this holds true for cloud computing jobs too. Access Job Recommendation System Project with Source Code 3.

Project 52

Project Cloud Computing Datasets Machine Learning 52

ProjectPro

NOVEMBER 18, 2021

For the fiscal year ended January 31, 2021, Walmart's total revenue was $559 billion showing a growth of $35 billion with the expansion of the eCommerce sector. Walmart runs a backend algorithm that estimates this based on the distance between the customer and the fulfillment center, inventory levels, and shipping methods available.

Data Science 52

Data Science Project Food Pharmaceutical 52

ProjectPro

AUGUST 16, 2021

Table of Contents Machine Learning Projects for Resume - A Must-Have to Get Hired in 2021 Machine Learning Projects for Resume - The Different Types to Have on Your CV 1. Thanks to innovation and research in machine learning algorithms, we can seek knowledge and learn from insights that hide in the data.

Machine Learning 40

Machine Learning Coding Project Deep Learning 40

LinkedIn Engineering

MARCH 21, 2023

That’s why we believe a skills-first approach to hiring talent will help companies gain access to wider talent pools to find the skilled workers their businesses need, especially in sectors that are aggressively looking for talent. soft or hard skill), descriptions of the skill (“the study of computer algorithms…”), and more.

Building 85

Building Recruitment Machine Learning Deep Learning 85

ProjectPro

JUNE 26, 2021

On June 10, 2021, Forbes magazine listed 16 Tech Roles That Are Experiencing A Shortage Of Talent. Optimize the implementation of the machine learning and deep learning algorithms for tasks like Image Classification , Object Recognition, and reduce processing time. Deep understanding of Data Structures and algorithms.

Project 40

Project Deep Learning Datasets Medical 40

ProjectPro

JULY 26, 2021

With TensorFlow, getting started, building models, and debugging is made easy with access to high-level APIs like Keras. For this TensorFlow project, you could jump right into a multi-class classification problem with this dataset or start with a simple cat dog classification problem using this dataset.

Project 40

Project Deep Learning Medical Datasets 40

ProjectPro

MARCH 17, 2021

Machine learning makes use of a set of learning algorithms (supervised or unsupervised learning process) to analyze the data, interpret it, learn from it, and make the best possible business decisions based on the learnings. But how will the ML algorithm know which one is Apple and which one is Orange?

Deep Learning 52

Deep Learning Machine Learning Algorithm Datasets 52

AltexSoft

APRIL 27, 2023

Machine learning algorithms can be used to predict future sales of particular drugs or spot growth. Likewise, the immune system model takes information from various sources including public research papers, Pfizer’s clinical studies, omics datasets , and more. as well as make use of external medical datasets. Daily operations.

Data Analytics 52

Data Analytics Pharmaceutical Medical Manufacturing 52