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Mustafa Celik

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A Comprehensive Guide to TensorFlow Quantization

Related Article: Full Integer Quantization and Hybrid Quantization Quantization is a powerful technique in machine learning that allows you to optimize your models for deployment on resource-constrained devices while maintaining acceptable performance. In this comprehensive guide, I will explore two key aspects of quantization in TensorFlow: Post-Training Quantization and Quantization-Aware…

Python

15 min read

A Comprehensive Guide to TensorFlow Quantization
A Comprehensive Guide to TensorFlow Quantization
Python

15 min read


Published in

DataDrivenInvestor

·Pinned

Master Data Visualization with Python Scatter Plots: Tips, Examples, and Techniques #2

Previous Post (The Art of Data Visualisation) Next Post (Line Chart) Table of Contents 1. Introduction — What is a Scatter Plot? — When to Use a Scatter Plot — Python Libraries with Scatter Plot Functionality 2. Creating Scatter Plots in Python (with examples) — Example 1: Exploring a Positive Correlation — Example…

Python

17 min read

Master Data Visualization with Python Scatter Plots: Tips, Examples, and Techniques
Master Data Visualization with Python Scatter Plots: Tips, Examples, and Techniques
Python

17 min read


Published in

DataDrivenInvestor

·Pinned

The Art of Data Visualization in Python: A Comprehensive Guide #1

Next Post (Scatter Plots) Welcome to the world of data visualization! In this blog series, we’ll embark on a journey to explore the fascinating realm of data visualization using Python. Data visualization is a crucial aspect of data science and analysis. …

Python

7 min read

The Art of Data Visualization in Python: A Comprehensive Guide
The Art of Data Visualization in Python: A Comprehensive Guide
Python

7 min read


Pinned

From Paper to Code: Translating AI Research into Practical Models

Reading a research paper about AI and using it to write code for a model or method requires a combination of understanding the paper’s content and translating its concepts into practical code. Here’s a step-by-step guide along with some tips and tricks: 1. Choose the Right Paper: Select a paper…

AI

3 min read

From Paper to Code: Translating AI Research into Practical Models
From Paper to Code: Translating AI Research into Practical Models
AI

3 min read


Published in

Dev Genius

·Pinned

Converting TensorFlow .pb Model to .tflite: Comprehensive Guide

TensorFlow models are widely used in machine learning applications, and deploying them on resource-constrained devices often involves converting them to TensorFlow Lite (.tflite) format. This guide explores various approaches for converting a TensorFlow .pb model to .tflite, catering to different TensorFlow versions and model formats. Whether you’re using TensorFlow 1.x…

TensorFlow

3 min read

Converting TensorFlow .pb Model to .tflite: Comprehensive Guide
Converting TensorFlow .pb Model to .tflite: Comprehensive Guide
TensorFlow

3 min read


Nov 20

Unveiling the Origins: The Surprising History and Meaning of ‘Mediocre

The word “mediocre” in English is used to describe something that is of only average quality, neither very good nor very bad. It’s often used to imply a level of quality that is not particularly impressive or noteworthy. The origins of “mediocre” can be traced back to Latin, specifically to…

Literatura

1 min read

Unveiling the Origins: The Surprising History and Meaning of ‘Mediocre’
Unveiling the Origins: The Surprising History and Meaning of ‘Mediocre’
Literatura

1 min read


Published in

Level Up Coding

·Oct 15

Cracking the Interview Question: Explain the concept of dropout. How does it work, and why is it particularly effective in deep neural networks?

Related Article: Understanding Regularization in Machine Learning and Deep Learning Introduction In this blog post, we will delve into this interview question to provide you with a comprehensive answer that will help you stand out in your machine learning and data scientist job interview. But before we dive into the depths…

Data Science

4 min read

Cracking the Interview Question: Explain the concept of dropout.
Cracking the Interview Question: Explain the concept of dropout.
Data Science

4 min read


Published in

Level Up Coding

·Oct 5

Batch Learning vs. Online Learning in Machine Learning

Table of Contents 1. Introduction 2. Batch Learning 3. Online Learning 4. Comparison: Batch vs. Online Learning 5. When to Use Batch or Online Learning 6. Interview Questions for Data Scientists and Machine Learning Engineers 7. Conclusion 1. Introduction In the field of machine learning, the choice of learning approach can have a profound impact…

Artificial Intelligence

6 min read

Batch Learning vs. Online Learning in Machine Learning
Batch Learning vs. Online Learning in Machine Learning
Artificial Intelligence

6 min read


Published in

Level Up Coding

·Oct 3

Understanding Regularization in Machine Learning and Deep Learning

Introduction Formal Explanation: Regularization is a technique used in machine learning to address the problem of overfitting. Overfitting occurs when a model becomes too complex and fits the training data too closely, making it perform poorly on unseen test data. …

Artificial Intelligence

10 min read

Understanding Regularization in Machine Learning and Deep Learning
Understanding Regularization in Machine Learning and Deep Learning
Artificial Intelligence

10 min read


Published in

Level Up Coding

·Oct 3

Demystifying Venture Capital: Fueling Innovation and Growth

Table of Contents 1. Introduction 2. The Role of Venture Capitalists 3. The Venture Capital Process 4. Exit Strategies 5. Value-Added Services 6. Economic Impact 7. Challenges and Considerations 8. Conclusion 1. Introduction

Startup

3 min read

Title: “Demystifying Venture Capital: Fueling Innovation and Growth”
Title: “Demystifying Venture Capital: Fueling Innovation and Growth”
Startup

3 min read

Mustafa Celik

Mustafa Celik

68 Followers

AI/ML Engineer | celikmustafa89@gmail.com | https://www.linkedin.com/in/celikmustafa89/

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