Machine Learning

Image by author. Created with Detectron2 and image from Cityscapes Dataset.If you are getting started with Machine Learning or Computer Vision, chances are you have heard the term image segmentation. If you are not familiar with what it means, it essentially allows us to segment the images to different meaningful parts. Image segmentation is a very powerful technique in … [Read more...] about 3 Types of Image Segmentation

During the summer of 2020, I had the opportunity to take a remote machine learning internship with Zillow’s Relevance Team while in the final year of my master’s degree in computer science.The Relevance Team at Zillow extracts numerical (price, bedroom count, etc.) and categorical (property type, etc.) features from property listings to build recommendations on similar homes, … [Read more...] about Improving Recommendation Quality by Tapping into Listing Text

আরও তথ্যের জন্য আমাদের সাথে যোগাযোগ করুন:ইমেল ঠিকানা: pettersonborha@gmail.com(হোয়াটসঅ্যাপ: +491630488415)উইকার মি: পিটারসনবোরাটেলিগ্রাম @ পিটারসনবোরাআপনি কি ব্যথায় ভুগছেন? এখন আপনি নিজের বাড়ি বা অফিসের আরাম থেকে ব্যথার ওষুধ খেতে পারেন।আমরা ব্যথা ত্রাণ এবং অন্তর্ভুক্ত হিসাবে অনেক অন্যান্য রোগের জন্য সেরা ব্যথা ত্রাণ বড়ি বিক্রি; জ্যাকানাক্স, অক্সিকন্টিন, অক্সিডোডন, মেথডোন … [Read more...] about অনলাইনে, জ্যাকানাক্স, অক্সিকন্টিন, ওসিকোডোন, মেটাডোন (ডলোফাইন, মেথডোজ), ডায়াজেপাম, রিতালিন…

THE SUPPORT VECTOR MACHINE GUIDESection 4: Evaluating the Model TradeoffsReference How to Improve Support Vector Machine? Section 3: Tuning the Model in Python, prior to continuing…Q1: Is Support Vector Machine a simple or difficult classifier to understand?Answer: SimpleQ2: Can Support Vector Machine solve linear problems or non-linear problems?Answer: Linear Problems & … [Read more...] about Why use Support Vector Machine?

“Don’t apply to PhD programs in ML. It’s just too competitive.”Photo by Possessed Photography on UnsplashAs far as Silicon Valley goes, “machine learning” has become the buzzword of the day. From first-year computer science students to industry professionals, people across tech are fascinated by its possibilities.I’ve seen this obsession firsthand at UC Berkeley, where I’m … [Read more...] about The Obsession with Machine Learning is Dangerously Close to Exploding

Define helper function imShowdef imShow(path):import cv2import matplotlib.pyplot as plt%matplotlib inlineimage = cv2.imread(path)height, width = image.shape[:2]resized_image = cv2.resize(image,(3*width, 3*height), interpolation = cv2.INTER_CUBIC)fig = plt.gcf()fig.set_size_inches(18, 10)plt.axis(“off”)plt.imshow(cv2.cvtColor(resized_image, cv2.COLOR_BGR2RGB))plt.show()Check the … [Read more...] about TRAIN A CUSTOM YOLOv4-tiny OBJECT DETECTOR (Using Google Colab)

Kaggle is the OG of Data Science and Machine Learning platforms. The challenges they host created a level of competition within the Machine Learning community to become a master ‘kaggler’ and that title does indeed come with respect.Even better though, the guys at Kaggle decided to open-source a plethora of data sets (where users can even share their favourite datasets) to help … [Read more...] about Datasets for Data Science and AI

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Artificial Intelligence (AI)-driven lending practices are gaining visibility and credibility. AI tools used with machine learning can analyze more data for a more accurate answer to loan requests. Lenders using new AI systems can evaluate bank account balances calculated with purchase history, social media habits, and utility payments to determine a person’s … [Read more...] about How AI Impacts Personal Loan Decisions?

Python was always doing well because of its stable and easily maintainable nature, like a popular teen going through the high school corridors, python has been catching a lot of eyeballs in recent years.TIOBE Index named it the language of the year, four times so far since its inception.No surprise Python has been named the programming language of 2020! by TIOBEWhy Python?Why … [Read more...] about Why I Feel Python Is The Perfect Language For A Machine Learning Project