Machine Learning Foundations A Case Study Approach

Machine Learning Foundations: A Case Study Approach
English | Size: 2.01 GB
Category: Developer
Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anything from regression and classification to deep learning and recommender systems? In this course, you will get hands-on experience with machine learning from a series of practical case-studies. At the end of the first course you will have studied how to predict house prices based on house-level features, analyze sentiment from user reviews, retrieve documents of interest, recommend products, and search for images. Through hands-on practice with these use cases, you will be able to apply machine learning methods in a wide range of domains. This first course treats the machine learning method as a black box. Using this abstraction, you will focus on understanding tasks of interest, matching these tasks to machine learning tools, and assessing the quality of the output. In subsequent courses, you will delve into the components of this black box by examining models and algorithms.

Apress - Ethical Hacking Learning the Basics

Apress - Ethical Hacking: Learning the Basics
English | Size: 258.30 MB
Category: Tutorial
Learn the basics of ethical hacking and gain insights into the logic, algorithms, and syntax of Python. This book will set you up with a foundation that will help you understand the advanced concepts of hacking in the future. Learn Ethical Hacking with Python 3 touches the core issues of cyber security: in the modern world of interconnected computers and the Internet, security is increasingly becoming one of the most important features of programming.

LINKEDIN LEARNING Word: Mail Merge in Depth

English | Size: 293.54 MB
Category: Tutorial
Learn how to use Word's Mail Merge feature to quickly build customized documents, everything from personalized letters and envelopes to labels and email messages. Author Gini Courter shows how to use Mail Merge to take a form letter or any other template and insert data in the form of variables, such as names, addresses, dates, and amounts due. She also covers how to connect to existing data sources in Access, Outlook, and Excel; create new data sources; add attachments to merged email messages; use rules for advanced mail merges; and troubleshoot Mail Merge issues.

LINKEDIN LEARNING Project Management Foundations: Procurement

English | Size: 438.58 MB
Category: Tutorial
The more complex a project is, the more likely it is that you'll need help from outside vendors and partners. Enter project procurement, the processes of planning, managing, and executing purchases of goods and services for your business. In this course, PMP Bob McGannon guides you through the project procurement process, helping you understand if procurement is right for your project, exploring common procurement approaches, and explaining the different procurement contract types, including fixed price, cost plus, and time and materials (T&M). Learn how to plan your procurements wisely with payment scheduling options, and discover methods for reducing risk. Then check out market-testing techniques for soliciting potential vendors and partners, and examine solicitation agreements such as the request for information (RFI), the request for quotation (RFQ), and the request for proposal (RFP).

Deep Learning Computer Vision CNN, OpenCV, YOLO, SSD & GANs

Deep Learning Computer Vision CNN, OpenCV, YOLO, SSD & GANs | 10.1GB
Learn by completing 26 advanced computer vision projects including Emotion, Age & Gender Classification, London Underground Sign Detection, Monkey Breed, Flowers, Fruits , Simpsons Characters and many more!

Crash Course in Deep Learning with Google TensorFlow|Python

Crash Course in Deep Learning with Google TensorFlow|Python
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | 512 MB
Duration: 4 hours | Genre: eLearning Video | Language: English

Google TensorFlow : Learn, Implement Deep Learning & master one of the cornerstone skills of a Data Scientist.

TensorFlow installation

Computation graphs

Convolutional Neural networks (CNN)

LinkedIn Learning COMPTIA Aplus 220 1001 Cert Prep 6 Physical Networking-SHEPHERDS

LinkedIn Learning COMPTIA Aplus 220 1001 Cert Prep 6 Physical Networking-SHEPHERDS
English | Size: 580.54 MB
Category: Tutorial
Networking is a core competency for IT pros. Passing the CompTIA A+ Core 1 (220-1001) exam proves that you have mastered this key skill. This course-the sixth installment in the CompTIA A+ (220-1001): Cert Prep series-is designed to prepare you for the networking objectives of the A+ certification exam. It covers topics such as local and wide area networks (LANs and WANs), hubs and switches, and cables and connectors. Instructor Mike Meyers also discusses hexadecimal numbering and binary conversion, which are necessary for network addressing, masks, and keys.

LinkedIn Learning COMPTIA A plus 220 1002 Cert Prep 5 Troubleshooting Operating Systems-SHEPHERDS

LinkedIn Learning COMPTIA A plus 220 1002 Cert Prep 5 Troubleshooting Operating Systems-SHEPHERDS
English | Size: 419.94 MB
Category: Tutorial
Studying for the CompTIA A+ Core 2 (220-1002)? The eight-part CompTIA A+ (220-1002): Cert Prep series was designed to help you tackle this exam with confidence. In this installment, CompTIA expert Mike Meyers reviews how to diagnose and repair a variety of issues in operating systems, from boot problems to kernel panics. Mike goes over the Windows Recovery Environment (WinRE), a powerful toolset for the repair and recovery of Windows systems. He also reviews advanced startup options, steps through how to effectively troubleshoot at the GUI, and shares tips for resolving issues with applications.

LINKEDIN LEARNING Marketing to Diverse Audiences

English | Size: 543.68 MB
Category: Tutorial
Good marketing reaches an audience where they are. And it's crafted by people who take the time to understand who their audience is and what they actually want. When marketing campaigns come across as tone-deaf, it's often because the campaign's creators leaned on their assumptions instead of investigating the nuances of their target market.

Data Science and Machine Learning Prerequisite Mathematics
Data Science and Machine Learning Prerequisite : Mathematics
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 148 MB
Genre: eLearning | Language: English

Learning about the Magic of Story Telling in Teaching
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .VTT | Duration: 1 hours | Size: 952 MB
Towards Excellence

Advanced Deep Learning & Reinforcement Learning

Advanced Deep Learning & Reinforcement Learning | 7.31GB
This course, taught originally at UCL and recorded for online access, has two interleaved parts that converge towards the end of the course. One part is on machine learning with deep neural networks, the other part is about prediction and control using reinforcement learning. The two strands come together when we discuss deep reinforcement learning, where deep neural networks are trained as function approximators in a reinforcement learning setting.

Linkedin Learning Lightroom and Photoshop Black and White Photography Updated May 2019-XCODE

Linkedin Learning Lightroom and Photoshop Black and White Photography Updated May 2019-XCODE
English | Size: 626.48 MB
Category: Tutorial
Shoot in color, but think in black and white. In this course, Bryan O'Neil Hughes-the director of product management at Adobe-shares some of his favorite techniques for transforming color photographs into black and white using Lightroom and Photoshop. Learn how to prepare and fine-tune your photographs in Lightroom, and then move the images into Photoshop to take advantage of its nondestructive adjustment layers. Find out how to use the Silver Efex plugin for making monochrome adjustments. See how to convert video to black and white. Bryan closes with a video that pulls all the lessons together in a single end-to-end workflow, and demonstrates how share a portfolio using Spark.

LINKEDIN LEARNING VMware vSphere 6.5 Updates and Upgrades-BiFiSO

LINKEDIN LEARNING VMware vSphere 6.5 Updates and Upgrades-BiFiSO
English | Size: 159.51 MB
Category: CBTs
Learn how to create a vSphere environment, be introduced to ESXi and vCenter, and get a tour of vSphere 6.5 with step-by-step machine management instructions. These topics and more are explored in this course. Join Brandon Neil as he covers storage and networking basics using vSphere, the VMware virtualization suite of products. Brandon shows you how to download, install, configure, and use vSphere components. He also demonstrates how add a datastore, deploy virtual machines, migrate using vMotion, and more.


English | Size: 318.95 MB
Category: Tutorial
Data now fuels decision-making in nearly every field, and HR is no different. By harnessing the power of data, organizations can better understand what keeps people happy at work, how to boost productivity, which employees will likely be successful, and more. This is what people analytics is all about. In this course, join industry analyst Josh Bersin as he dives into this exciting and fast-growing area of business and HR. Josh lays out what people analytics is; how it stacks up against AI, machine learning, and big data; and how companies can start using data to solve their problems. He also shares a variety of best practices for assembling your team, picking tools and platforms, gathering data ethically, and more.

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