Mlearning.ai

AUGUST 17, 2023

Recently while working on one of the projects I was tasked to read the attributes/parameters from a config file instead of the widgets which I was doing in my previous iterations (Do let me know in responses, if you would like to learn that as well). We need to copy the config file to local file system, in order to read the file.

Python 52

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Unite.AI

JUNE 12, 2023

My fundamental belief about any sort of automation is that it enables humans to move more quickly through mundane, repetitive tasks and get back to doing what they do best. Ultimately, every company in the world needs the ability to attract, hire and retain exceptional technical talent in order to be successful over the next decade.

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Heartbeat

MARCH 7, 2023

For your reference, this is the mentioned tutorial: Constructing and visualizing Datagrids in Kangas This time we will keep exploring some other features included in the Kangas library by importing already-built DataGrids for the purpose of image classification in the Kangas UI. arrow format, and what the heck is that thing?

Metadata 52

Metadata Deep Learning Computer Vision Machine Learning 52

TheSequence

DECEMBER 12, 2023

For instance, we can fine-tune a pretrained large language model(LLM) using a medical library in order to distill a model that can answer questions about specific medical conditions. To receive new posts and support my work, consider becoming a free or paid subscriber.

LLM 52

LLM Large Language Models Chatbots ML 52

Mlearning.ai

JUNE 10, 2023

Streamlit * A faster way to build and share data apps Streamlit is an open-source Python library that can quickly turn data science and machine learning projects into web applications. Below is a summary of my learnings which I wish I knew before I started. You can use Streamlit just like any other Python library.

Python 52

Python Data Scientist Data Science Machine Learning 52

Towards AI

DECEMBER 29, 2023

Image created by DALL·E 2 Introduction In the dynamic parts of web application development and AI, the Streamlit Python library stands out as an important resource, known for its promptness and effectiveness in the application, especially in software prototype development. This library is alraedy uploaded in pypi!

Large Language Models 88

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Mlearning.ai

JULY 2, 2023

Pixabay, Pexels Hello, today I am thrilled to finally sit in front of my computer and delve into an exciting data science project that I have been putting off for quite some time. In this article, I will share the first part of my two-phase project. I used the Plotly library as a visualization tool to gain insights from my dataset.

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Towards AI

FEBRUARY 20, 2024

A common question has surfaced multiple times — how do I deploy my model onto the web? The best part — it’s compatible with several well-known and liked Python libraries. In this instance, you’ll be able to take the model you created and save it in order to utilize it in your web application. Learn a web development program.

Machine Learning 108

Machine Learning Python AI AI 108

ODSC - Open Data Science

JUNE 1, 2023

The bit that I’ve highlighted in bold is the most important part of the definition in my opinion. It could be someone ordering something, something being shipped, effectively any action that happened in the past. We can solve this problem using just the data in the orders topic.

Data Science 98

Data Science Data Platform Machine Learning Python 98

Mlearning.ai

JULY 22, 2023

is having a different order Problem 1 — Dimension problem The issue is likely happen in onnx2tf, so does the fix. is not in same sequence as ONNX model This problem would be an issue only if using particular target library or platform. output does return correct result, just in an order the platform code does not support.

Python 52

Python ML 52

Mlearning.ai

FEBRUARY 6, 2023

The 60 / 30 / 10 rule Before starting the scrapping of a website, it is necessary to have in mind these different orders of magnitude. I would like to point out that this rule has never been proven and that it only reflects my personal experience. These sites are easy to scrape and are very numerous. The reason? The problem?

Python 52

Python Algorithm Machine Learning ML 52

Towards AI

MAY 9, 2023

Deploying a full-stack Large Language model application using Streamlit, Pinecone (vector DB) & Langchain Photo by David Pupăză on Unsplash LangChain is a library that helps developers build applications powered by large language models (LLMs). It tries to split on them in order until the chunks are small enough.

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Large Language Models LLM OpenAI Python 89

Mlearning.ai

MARCH 16, 2023

Of course, these actions are not strictly sequential, because usually, if not always, after we run some experiments we tend to play around with the data in order to achieve better performance. Is there a way or a method or a tool that can help bring order to this chaotic situation?

Machine Learning 52

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Mlearning.ai

JANUARY 27, 2023

I also mentioned 2 techniques for dataset creation in my blog so you can refer to them for further resources. Annotation is the process where you want to mark a mask or bounding box around your target in an image in order to teach your model about the features of categories. ★ Roboflow : [Again !!!!] Thanks for your support!

Computer Vision 98

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Mlearning.ai

JULY 10, 2023

Based on my personal experience, the integration of Kubeflow Pipelines in building and deploying ML pipelines in my projects made a significant impact on my productivity and delivery. Install necessary libraries !pip First of all, let’s import libraries. pip install kfp !pip pip install google-cloud-aiplatform !pip

Machine Learning 52

Machine Learning Python ML Automation 52

ODSC - Open Data Science

OCTOBER 24, 2023

Then, how to essentially eliminate training, thus speeding up algorithms by several orders of magnitude? The full details are in my new book “Statistical Optimization for Generative AI and Machine Learning”, available here. This in turn results in substantial cost savings, as GPU is not needed, and cloud time is significantly reduced.

Categorization 98

Categorization Data Science Neural Network Algorithm 98

Towards AI

JANUARY 27, 2023

Before moving ahead, let me share the official definition mentioned on the internet Exploratory Data Analysis (EDA) is a process of analyzing data sets in order to summarize their main characteristics [1][2], often using statistical or graphical techniques. My case was purely accidental and driven by curiosity.

Data Analysis 78

Data Analysis Data Science Software Engineer Business Intelligence 78

Towards AI

AUGUST 21, 2023

The words do not need to be in the exact same order. The source code for this article, as well as the entire course on Large Language Models, can be found in my GitHub repository along with the corresponding English articles. Since both models are available on Hugging Face, we’ll work with the transformers library.

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Large Language Models Python Explainability AI 95

PyImageSearch

MAY 8, 2023

Case Study 2: Food App Conundrum Let’s look at another example to understand this better: Suppose you have now been employed at a food ordering app as a Data Scientist. You decide to judge the old UI and the new one on a common criterion: whether the user orders after opening the app. But what if we reverse the relation?

Machine Learning 111

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Mlearning.ai

JULY 21, 2023

Making High Resolution Images with Stable Diffusion In a previous article I introduced how to use the diffusers library and Abyss Orange Mix 2 (AOM2) to generate glamour photography inspired synthetic images. used two layers of image degrading processes to create the high order degradation. In particular, Xintao Wang et al.

Computer Vision 52

Computer Vision Deep Learning Generative AI AI 52

Towards AI

SEPTEMBER 28, 2023

Matching Rows Between Two Dataframes Image by the author Introduction In my previous related article, we saw what Streamlit’s session state is and how it can be used in practice with a simple example. In my opinion, this is a real-world example, as many of us sometimes want to match rows from one dataframe with rows from another dataframe.

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Algorithm Python Software Engineer AI 67

Mlearning.ai

MARCH 26, 2023

I love cloudy and rainy weather, I usually stay at home on weekends when the weather is like this, read my articles that I added to my list during the week and plan for the next week. Well, when I look at my articles that I have shared, I am sharing my first article in 2023 with you. Hello everyone from a cloudy Sunday.

Python 52

Python Data Analysis ML Data Science 52

ODSC - Open Data Science

JUNE 29, 2023

For a more in-depth view of this topic, you can sign up for my upcoming workshop at ODSC Europe this June “ Data Validation at Scale — Detecting and Responding to Data Misbehavior. ” However, it’s worth noting that there are a number of additional features within whylogs that we haven’t covered here.

Natural Language Processing 104

Natural Language Processing Data Science Data Quality Data Scientist 104

Mlearning.ai

MAY 12, 2023

NCNN (Neural Network Computing Library) NCNN is a high-performance neural network inference framework developed by Tencent, which is designed specifically for mobile and embedded devices [2]. Finally, the NCNN model files are loaded by a C++ code to perform the inference using the NCNN library. f}; const float norm_vals[3] = {1/0.5f/255.f,

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Towards AI

MARCH 1, 2023

Figure: Casting Process (Source) A quality inspection of these components becomes important because any defective product can cause the rejection of the whole order, which can cause a hefty financial loss to the business. Tensorflow: TensorFlow is a free and open-source machine learning and artificial intelligence software library.

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Convolutional Neural Networks Neural Network Deep Learning Python 76

Pickl AI

JUNE 7, 2023

in order to ensure that you have a great career in Data Science, one of the major requirements is to create and have a Github Data Science project. You can make use of HOG algorithm for orientation gradients and use Python library for creating and viewing HOG representations. How to create a Data Science Project on GitHub?

Data Science 52

Data Science Deep Learning Machine Learning Software Development 52

Pickl AI

APRIL 26, 2024

What is the difference between GROUP BY and ORDER BY in SQL? GROUP BY groups rows with the same values into summary rows, while ORDER BY sorts the result set based on specified columns. In my previous role, we had a project with a tight deadline. Data Visualisation What are the fundamental principles of data visualisation?

Data Analysis 52

Data Analysis Machine Learning ETL Explainability 52

Flipboard

AUGUST 25, 2023

In my opinion, the most fundamental game-changer [in medical AI] is DeepMind’s Alphafold, which has now predicted the structure for essentially all proteins known to us and fundamentally advanced our understanding of biology,” Swarat Chaudhuri, a professor of computer science at the University of Texas Austin, told Vox in an email. “The

Machine Learning 123

Machine Learning AI AI Deep Learning 123

Artificial Corner

AUGUST 4, 2023

Here, ChatGPT has provided us with the libraries to import to complete this task. Just like that, we have created a logistic regression model using the scikit-learn library with the help of ChatGPT in a matter of minutes! This is essential in order to get a good and more reliable response from Bard. But how did this model fare?

Chatbots 52

Chatbots ChatGPT AI Chatbots Data Science 52

Mlearning.ai

JULY 7, 2023

The question that lingered in my mind was, “How do these apps actually work?” Photo by Mariia Shalabaieva on Unsplash Over the past few months, I’ve been captivated by the flood of apps claiming to be the ultimate “ChatGPT for your documents” on Product Hunt.

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OpenAI Large Language Models Software Development Metadata 95

Pickl AI

JULY 23, 2023

Whether it’s the correct syntax for a language or a specific library, programmers can rely on ChatGPT for accurate and on-the-spot assistance. For instance: User Prompt: “My Python code is giving an ‘IndexError: list index out of range.’ Debugging Support- Debugging code can be challenging and time-consuming.

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AWS Machine Learning Blog

MARCH 15, 2024

In today’s landscape of one-on-one customer interactions for placing orders, the prevailing practice continues to rely on human attendants, even in settings like drive-thru coffee shops and fast-food establishments. The prospect of utilizing technology for one-on-one order processing assistance has been available for some time.

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Generative AI Prompt Engineer Prompt Engineering LLM 120

TensorFlow

MARCH 14, 2023

Similarly to Python® libraries, MATLAB provides toolboxes for achieving different goals. Figure: Python and MATLAB are programming languages; Python can leverage the TensorFlow library for deep learning workflows, while MATLAB provides the Deep Learning Toolbox. You can access Python libraries by adding the py.

Deep Learning 52

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Towards AI

AUGUST 9, 2023

Image By Author: Querying Runs An easier option is to use the MLflow UI directly, where you can compare the results in descending order, take the run id from the topmost result, and repeat the process. MLflow utilizes a specific format called flavors for different libraries.

AI 88

AI AI Data Science Python 88

TheSequence

JULY 30, 2023

To receive new posts and support my work, consider becoming a free or paid subscriber. Hugging Face unveiled Agent.js, a library for enabling tool access to LLMs using JavaScript —> Read more. DoorDash is reportedly working on a chatbot for food ordering. Go Subscribe! TheSequence is a reader-supported publication.

Generative AI 52

Generative AI AI AI Robotics 52

Mlearning.ai

JULY 3, 2023

Diffusers + Abyss Orange Mix 2 + Google Colab In one my past lives I used to dabble quite a bit in glamour photography. Sometimes I even made things even more challenging by shooting in film , which meant that I could only view my photographs days after the shoot, and I could not easily retake any bad shots.

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