Knowledge Hut

MARCH 27, 2024

This cheat sheet is part of the best machine learning and data science courses. You can download the machine learning cheat sheet pdf from the link. 5) Deep Learning Cheat Sheet by 1webzem Here is the link for the cheat sheet. Over a vast quantity of data, deep learning models provide superior accuracy.

Machine Learning 52

Machine Learning Deep Learning Algorithm Certification 52

ProjectPro

JANUARY 24, 2023

In this project, you should first download the famous Iris Dataset and implement Exploratory Data Analysis techniques over it. Source Code: Build a Face Recognition System in Python Digit Recognition You must have heard about the popular MNIST dataset. Most beginners in Data Science and Machine learning have worked on this dataset.

Project 52

Project Datasets Algorithm Data Science 52

ProjectPro

AUGUST 16, 2021

Please don’t think twice about scrolling down if you are looking for data mining projects ideas with source code. So, by working on this dataset, you can learn how to handle such kinds of values. Data Mining Project with Source Code in Python and Guided Videos - Machine Learning Project-Walmart Store Sales Forecasting.

Data Mining 40

Data Mining Coding Project Datasets 40

Knowledge Hut

NOVEMBER 17, 2023

AWS Lambda With AWS Lambda, you can run codes without having to manage different servers. With Lambda, you can run code for almost any type of application. All one has to do is upload the code and everything else is taken care of. You can even launch the code from websites and other apps and AWS services using triggers.

AWS 52

AWS Amazon Web Services PostgreSQL Relational Database 52

Knowledge Hut

DECEMBER 26, 2023

Offer a Wide Range of Specializations: Students are free to select from a wide variety of specializations, from traditional fields (such as languages, finance, accounting, mathematics, and economics) to contemporary fields (Machine Learning, Deep Learning, Cybersecurity, Cloud Computing, etc.)

Certification 95

Certification Java Google Cloud Education 95

ProjectPro

JUNE 26, 2021

Here is a list of them: Use Deep learning models on the company's data to derive solutions that promote business growth. Leverage machine learning libraries in Python like Pandas, Numpy, Keras, PyTorch, TensorFlow to apply Deep learning and Natural Language Processing on huge amounts of data.

Project 40

Project Deep Learning Datasets Medical 40

AltexSoft

OCTOBER 18, 2022

For example, a recent study aims at assessing the accuracy of deep learning algorithms in the diagnosis of Human Papillomavirus (HPV) in CT images of advanced oropharyngeal cancer (OPC). All MURA data becomes available for download after registration on the webpage. Today, when over 1.7 General health datasets.

Medical 52

Medical Datasets Machine Learning Hospitality 52

Knowledge Hut

JANUARY 12, 2024

ChatGPT also has an additional layer of intelligence known as Reinforcement Learning with Human Feedback (RLHF) that uses human feedback to help ChatGPT learn and follow directions to satisfy human responses and tasks such as composing emails, essays, and code. It is free to use and download. How is ChatGPT Trained?

Education 52

Education Algorithm Accessible Accessibility 52

ProjectPro

OCTOBER 6, 2021

It is needed to understand machine learning and deep learning algorithms that are used along with NLP techniques. Ability to code in one of the popular programming languages like C/C++, Python, R, Java. The first one gives a simple introduction to machine learning algorithms , and the next one by Tom is an advanced book.

Deep Learning 52

Deep Learning Programming Language Machine Learning Algorithm 52

ProjectPro

AUGUST 13, 2021

Frequently Asked Questions What are the most popular and best Machine Learning Projects on Github? Is it valuable to post your Machine Learning projects on Github if you want to get into an ML PhD program? Is there any other site like GitHub to download machine learning projects and the instructions for setting it up?

Machine Learning 40

Machine Learning Project Deep Learning Datasets 40

Knowledge Hut

OCTOBER 30, 2023

In recent years, the field of deep learning has gained immense popularity and has become a crucial subset of artificial intelligence. Data Science aspirants should learn Deep Learning after taking a Data Science certificate online , which would enhance their skillset and create more opportunities for them.

Deep Learning 52

Deep Learning Project Datasets Machine Learning 52

Confluent

FEBRUARY 6, 2019

Uber expanded Michelangelo “to serve any kind of Python model from any source to support other Machine Learning and Deep Learning frameworks like PyTorch and TensorFlow [instead of just using Spark for everything].”. Therefore, the majority of machine learning/deep learning frameworks focus on Python APIs.

Machine Learning 107

Machine Learning Python Kafka Java 107

AltexSoft

MAY 12, 2022

Aiming at understanding sound data, it applies a range of technologies, including state-of-the-art deep learning algorithms. Audacity doesn’t require coding skills. For further steps, you need to load your dataset to Python or switch to a platform specifically focusing on analysis and/or machine learning. 8, Issue 9 ).

Machine Learning 122

Machine Learning Building Datasets Healthcare 122

ProjectPro

SEPTEMBER 6, 2021

The machine learning techniques are applicable in enhancing the security of the transactions by detecting the possibilities of fraud in advance. Deep learning solutions using Python or R programming language can predict fraudulent behavior. This machine learning model can bring down the adverse impacts of benign URLs.

Machine Learning 52

Machine Learning Retail Healthcare Medical 52

ProjectPro

OCTOBER 28, 2021

Table of Contents Prerequisites to Learn Machine Learning Why should you learn Machine learning? List of Prerequisites for Machine Learning Basic Mathematical Prerequisites for Machine Learning Linear Algebra Prerequisites for Machine Learning Is Coding required for Machine Learning?

Machine Learning 52

Machine Learning Programming Language Datasets Python 52

U-Next

AUGUST 16, 2022

Introduction: About Deep Learning Python. Initiatives based on Machine Learning (ML) and Artificial Intelligence (AI) are what the future has in store. What Is Deep Learning Python? Why Does Python Excel As A Machine Learning Programming Language? Unlike regular software initiatives, AI programs are unique.

Deep Learning 52

Deep Learning Python Programming Language Machine Learning 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. The book does not contain complicated mathematical jargon and is thus recommended to have a rough idea of machine learning algorithms. Refer to the following categories of projects to know more.

Machine Learning 52

Machine Learning Insurance Algorithm Datasets 52

ProjectPro

DECEMBER 21, 2021

Amongst all the options, Python is the go-to language for machine learning. To develop machine learning systems, you can easily leverage NumPy, Pandas, Matplotlib, and Scikit-learn. Also, you will find many Python code snippets available online that will assist you in the same. Source Code: Credit Card Fraud Detection 5.

Machine Learning 52

Machine Learning Engineering Algorithm Computer Science 52

ProjectPro

FEBRUARY 24, 2022

Working with audio data has been a relatively less widespread and explored problem in machine learning. In most cases, benchmarks for the latest seminal work in deep learning are measured on text and image data performances. You can download this file from the “Account” section of your Kaggle profile page.

Deep Learning 52

Deep Learning Project Datasets Machine Learning 52

ProjectPro

JULY 12, 2021

Access Job Recommendation System Project with Source Code AI Engineer vs Data Scientist Most people confuse an AI Engineer with a data scientist. Additionally, the role involves the deployment of machine learning/deep learning problem solutions over the cloud using tools like Hadoop, Spark, etc.

Engineering 40

Engineering Deep Learning Software Engineer Software Engineering 40

ProjectPro

JULY 26, 2021

Some of the largest conglomerates like Uber, Airbnb, NVIDIA, Intel, and, quite naturally, Google use TensorFlow, consequently making using it a skill that is increasingly finding its way into job requirements for most of the data related job roles be it - data scientists, deep learning engineers, machine learning engineers , or AI engineers.

Project 40

Project Deep Learning Medical Datasets 40

ProjectPro

JUNE 18, 2021

Get Closer To Your Dream of Becoming a Data Scientist with 70+ Solved End-to-End ML Projects Python is a simple and easy-to-learn programming language. It requires much fewer lines of code than other programming languages to perform the same operations. Java for Data Science - Should data scientists learn Java?

Java 52

Java Data Science Python Programming Language 52

ProjectPro

OCTOBER 18, 2021

Solved end-to-end Recommender System Projects with Source Code Machine learning for Retail Price Recommendation with Python Recommender System Machine Learning Project for Beginners-1 Expedia Hotel Recommendations Data Science Project 2. Machine Learning frameworks like Scikit-learn and TensorFlow can help you in this project.

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

ProjectPro

NOVEMBER 23, 2021

Towards the end of the 2000s, complex neural networks and model-based deep learning saw a huge upsurge in demand with revolutionary results in the fields of computer vision and natural language processing. While reinforcement learning has been around the corner from the same time, it was overshadowed by its counterparts for decades.

Project 52

Project Python Algorithm AWS 52

ProjectPro

JULY 23, 2021

AWS users can run code without worrying about managing the services or creating workload-aware cluster scaling logic. You can retrieve the required content and can format and convert the content to download or display on the webpage. Upskill yourself for your dream job with industry-level big data projects with source code 4.

AWS 52

AWS Project Amazon Web Services Cloud Computing 52

ProjectPro

APRIL 17, 2015

Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization 1) Big Data Analysis to drive Datafication Eric Schmidt, Executive Chairman at Google says: “From the dawn of civilization until 2003, humankind generated five Exabyte’s of data.

Big Data 52

Big Data Data Analysis NoSQL Deep Learning 52

ProjectPro

SEPTEMBER 6, 2021

However, you still need to understand the underlying machine learning algorithm to be able to put the model into production. The data science team will build the machine learning model, but you might need to tweak some of their codes for deployment. You should also learn about different operating systems, especially Linux.

Engineering 52

Engineering Machine Learning Data Science Algorithm 52

ProjectPro

DECEMBER 9, 2021

Get FREE Access to Machine Learning Example Codes for Data Cleaning, Data Munging, and Data Visualization 4. Semi-Supervised GAN (SGAN) using MNIST dataset Semi-Supervised Learning is a unique type of problem where the training dataset consists of a small number of labelled and huge unlabelled data.

Project 52

Project Medical Datasets Deep Learning 52

ProjectPro

JULY 9, 2021

All thanks to deep learning - the incredibly intimidating area of data science. This new domain of deep learning methods is inspired by the functioning of neural networks in the human brain. Table of Contents Why Deep Learning Algorithms over Traditional Machine Learning Algorithms?

Deep Learning 40

Deep Learning Algorithm Machine Learning Datasets 40

ProjectPro

SEPTEMBER 27, 2021

To build the model, you can simply download a pre-trained object detection like YOLO and train your data on top of it. To build this model, you can take the following steps: Download the dataset from Kaggle You can load weights of a pre-trained model like YOLO or MobileNet. Make predictions on the test set.

Coding 52

Coding Project Datasets Retail 52

ProjectPro

FEBRUARY 4, 2022

The code for installing the dependency is: conda install -c huggingface transformers Recall that one of the points above (under the standard errors section) is creating a BERT model from scratch. The first time the model is loaded, it will be downloaded into your computer and might take some time. TF-IDF, Word2vec embeddings, etc.

Algorithm 52

Algorithm Banking Architecture Project 52

ProjectPro

MARCH 19, 2021

Let’s write a small piece of code to clean the string so we only have words. From the above code, it is clear that stemming basically chops off alphabets in the end to get the root word. Removing stop words from lemmatized documents would be a couple of lines of code. Now, let’s move forward to the next step.

Datasets 40

Datasets Python Machine Learning Algorithm 40

ProjectPro

AUGUST 24, 2021

Top 20+ Data Engineering Projects Ideas for Beginners with Source Code [2023] We recommend over 20 top data engineering project ideas with an easily understandable architectural workflow covering most industry-required data engineer skills. Machine Learning web service to host forecasting code.

Data Engineering 52

Data Engineering Data Engineer Coding Project 52

ProjectPro

APRIL 6, 2021

Machines learning algorithms on the other hand, while classifying images face these challenges, and Image Classification becomes an exciting problem for us to solve. You can download it from here - Chest X-Ray Images Pneumonia Kaggle Dataset. Table of Contents 1) Loading the Data, Libraries, and Other Dependencies.

Deep Learning 40

Deep Learning Python Medical Datasets 40

ProjectPro

JULY 28, 2021

Google Maps, for instance, is extensively used and has more than 5 Billion downloads. Get FREE Access to Machine Learning Example Codes for Data Cleaning, Data Munging, and Data Visualization Google Data Scientist Salary - How much does a data scientist at Google make? How to Apply for a Data Scientist Job at Google?

Recruitment 40

Recruitment Data Science Machine Learning NoSQL 40

Cloudera

FEBRUARY 1, 2022

AMPs are developed by ML research engineers at Cloudera’s Fast Forward Labs , and as a result they are a great source for ML best practices and code snippets. In this blog we’ll dig into how the Deep Learning for Image Analysis AMP can be reused to find snowflakes that are less similar to one another. Launch the AMP.

Deep Learning 106

Deep Learning Datasets Coding Machine Learning 106

Cloudera

OCTOBER 17, 2017

Deep learning is in the news. But deep learning is a tool that enterprises use to solve practical problems. In this blog, we provide a few examples that show how organizations put deep learning to work. In this blog, we provide a few examples that show how organizations put deep learning to work.

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Deep Learning Scala Medical Data Science 46