CS231n: Convolutional Neural Networks (Deep Learning)

CS231n: Convolutional Neural Networks (Deep Learning)
English | Size: 4.75 GB
Category: tUTORIAL

Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This course is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification. During the 10-week course, students will learn to implement, train and debug their own neural networks and gain a detailed understanding of cutting-edge research in computer vision. The final assignment will involve training a multi-million parameter convolutional neural network and applying it on the largest image classification dataset (ImageNet). We will focus on teaching how to set up the problem of image recognition, the learning algorithms (e.g. backpropagation), practical engineering tricks for training and fine-tuning the networks and guide the students through hands-on assignments and a final course project. Much of the background and materials of this course will be drawn from the ImageNet Challenge.
Charles D. Ellis - Winning the Loser's Game (2017)

Charles D. Ellis - Winning the Loser's Game (2017)
English | Size: 1.04 MB
Category: Business

From one of today's most respected authorities on stock investing, Winning the Loser's Game explains how you can avoid common traps and succeed in today's volatile markets. Ellis presents the cold, hard facts about important changes in the market over the past 50 years, why succeeding with active investing has become more difficult, and how you can outperform markets for steady, long-term gain. With lower rates of return now and over the next several years, you need to rethink your overall approach to investing, and Ellis shows how in this heavily-updated edition.
Data Science & Analytics Career Paths & Certifications - First Steps

Data Science & Analytics Career Paths & Certifications - First Steps
English | Size: 194.58 MB
Category: CBTs

The career opportunities in data science, big data, and data
analytics are growing dramatically. If you're interested in
changing career paths, determining the right course of study, or
deciding if certification is worth your time, this course is for
you.eeJungwoo Ryoo is a professor of information science and
technology at Penn State. Here he reviews the history of data
science and its subfields, explores the marketplaces for these
fields, and reveals the five main skills areas: data mining,
machine learning, natural language processing (NLP),
statistics, and visualization. This leads to a discussion of the
five biggest career opportunities, the six leading
industry-recognized certifications available, and the most
exciting emerging technologies. Along the way, Jungwoo
discusses the importance of ethics and professional
development, and provides pointers to online resources for
learning more.
Crehana - Cinema 4D, Crea Una Animación 3D [Spanish]

Crehana - Cinema 4D, Crea Una Animación 3D [Spanish]
English | Size: 527.2MB
Category: Tutorial

Aprende con Cinema 4D y crea una animación GIF en 3D, Crea una animación 3D con Cinema 4D. Cinema 4D es el software por excelencia para los artistas profesionales 3D que ofrece Maxon. Desde creación de gráficos hasta animación 3D, hoy es uno de los softwares a la vanguardia de lo que ofrece el mundo 3D.

En este curso gratis de Cinema 4D, podrás aprender las herramientas básicas del software, los principios básicos de la animación, y terminarás creando tu propio GIF, siendo capaz de manejar y crear animaciones en 3D usando Cinema 4D.
Advanced Photo Editing in Capture One David Grover

Advanced Photo Editing in Capture One David Grover
English | Size: 1.0GB
Category: Tutorial

David Grover
Advanced Photo Editing in Capture One 10
Maximize The Potential Of Your RAW Files.
Just how far can you go with a RAW file? How much ‘data’ is there to play with? Are you missing out on the true potential of your images? Join David Grover, Capture One educator and expert, as he shows you a variety of techniques to really stretch your images more than you would have believe is possible.