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    Udacity - Deep Reinforcement Learning Nanodegree nd893 v1.0.0 (2018)

    mitsumi
    By mitsumi,
    Udacity - Deep Reinforcement Learning Nanodegree nd893 v1.0.0 (2018)
    WEBRip | English | MP4 | 1280 x 720 | AVC ~274 kbps | 29.970 fps
    AAC | 192 Kbps | 44.1 KHz | 2 channels | 30:55:28 | 2.3 GB
    Genre: Video Tutorial
    Deep reinforcement learning is one of AI's hottest fields. Researchers, engineers, and investors are excited by its world-changing potential. In this advanced program, you'll master techniques like Deep Q-Learning and Actor-Critic Methods, and connect with experts from NVIDIA and Unity as you build a portfolio of your own reinforcement learning projects.

    Content:

    Part 01-Module 01-Lesson 01_Welcome to Deep Reinforcement Learning
    Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors
    Part 01-Module 01-Lesson 03_Get Help with Your Account
    Part 01-Module 01-Lesson 04_Learning Plan
    Part 01-Module 01-Lesson 05_Introduction to RL
    Part 01-Module 01-Lesson 06_The RL Framework The Problem
    Part 01-Module 01-Lesson 07_The RL Framework The Solution
    Part 01-Module 01-Lesson 08_Monte Carlo Methods
    Part 01-Module 01-Lesson 09_Temporal-Difference Methods
    Part 01-Module 01-Lesson 10_Solve OpenAI Gym's Taxi-v2 Task
    Part 01-Module 01-Lesson 11_RL in Continuous Spaces
    Part 01-Module 01-Lesson 12_What's Next
    Part 02-Module 01-Lesson 01_Study Plan
    Part 02-Module 01-Lesson 02_Deep Q-Networks
    Part 02-Module 01-Lesson 03_Deep RL for Robotics
    Part 02-Module 01-Lesson 04_Navigation
    Part 02-Module 02-Lesson 01_Opportunities in Deep Reinforcement Learning
    Part 02-Module 02-Lesson 02_Optimize Your GitHub Profile
    Part 03-Module 01-Lesson 01_Study Plan
    Part 03-Module 01-Lesson 02_Introduction to Policy-Based Methods
    Part 03-Module 01-Lesson 03_Policy Gradient Methods
    Part 03-Module 01-Lesson 04_Proximal Policy Optimization
    Part 03-Module 01-Lesson 05_Actor-Critic Methods
    Part 03-Module 01-Lesson 06_Deep RL for Finance (Optional)
    Part 03-Module 01-Lesson 07_Continuous Control
    Part 03-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn
    Part 04-Module 01-Lesson 01_Study Plan
    Part 04-Module 01-Lesson 02_Introduction to Multi-Agent RL
    Part 04-Module 01-Lesson 03_Case Study AlphaZero
    Part 04-Module 01-Lesson 04_Collaboration and Competition
    Part 05-Module 01-Lesson 01_Dynamic Programming
    Part 06-Module 01-Lesson 01_Neural Networks
    Part 06-Module 01-Lesson 02_Convolutional Neural Networks
    Part 06-Module 01-Lesson 03_Deep Learning with PyTorch
    Part 07-Module 01-Lesson 01_Cloud Computing
    Part 07-Module 01-Lesson 02_Udacity Workspaces
    Part 08-Module 01-Lesson 01_C++ Getting Started
    Part 08-Module 01-Lesson 02_C++ Vectors
    Part 08-Module 01-Lesson 03_Practical C++
    Part 08-Module 01-Lesson 04_C++ Object Oriented Programming
    Part 08-Module 02-Lesson 01_C++ Intro to Optimization
    Part 08-Module 02-Lesson 02_C++ Optimization Practice

    also You can watch my other last: https://rapu.world/search/?category_slug=&query=Programming&language=&age=year&author=ParRus&search=1

    Screenshots








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    Udacity - Data Foundations nd100 v1.0.0

    mitsumi
    By mitsumi,
    Udacity - Data Foundations nd100 v1.0.0
    WEBRip | English | MP4 | 1280 x 720 | AVC ~428 kbps | 29.970 fps
    AAC | 126 Kbps | 44.1 KHz | 2 channels | 05:53:55 | 1.01 GB
    Genre: Video Tutorial
    This program is perfect for beginners. You'll learn data analysis skills and tools that will help you throughout your career, whether you're in engineering, sales, marketing, operations, etc. You'll learn to use Excel, SQL, and Tableau to manipulate, analyze, and visualize data with the end goal of making better, data-informed decisions.

    Content:

    Part 01-Module 01-Lesson 01_Welcome to Data Foundations
    Part 01-Module 01-Lesson 02_Nanodegree Orientation
    Part 01-Module 02-Lesson 01_Working with data
    Part 02-Module 01-Lesson 01_Descriptive Statistics I
    Part 02-Module 01-Lesson 02_Descriptive Statistics II
    Part 02-Module 01-Lesson 03_Spreadsheets 1 Getting Started
    Part 02-Module 01-Lesson 04_Spreadsheets 2 Manipulate Data
    Part 02-Module 01-Lesson 05_Spreadsheets 3 Analyze Data
    Part 02-Module 01-Lesson 06_Spreadsheets 4 Visualize Data
    Part 02-Module 01-Lesson 07_Analyze Survey Data
    Part 03-Module 01-Lesson 01_Basic SQL
    Part 03-Module 01-Lesson 02_SQL Joins
    Part 03-Module 01-Lesson 03_SQL Aggregations
    Part 03-Module 01-Lesson 04_[Optional] SQL Subqueries & Temporary Tables (Advanced)
    Part 03-Module 01-Lesson 05_[Optional] SQL Data Cleaning (Advanced)
    Part 03-Module 02-Lesson 01_Query a Digital Music Store Database
    Part 04-Module 01-Lesson 01_Introduction to Data Visualization
    Part 04-Module 01-Lesson 02_Design
    Part 04-Module 01-Lesson 03_Data Visualizations in Tableau
    Part 04-Module 01-Lesson 04_Making Dashboards & Stories in Tableau
    Part 04-Module 01-Lesson 05_Data Visualization Project
    Part 05-Module 01-Lesson 01_Congratulations and Next Steps
    Part 06-Module 01-Lesson 01_[Optional] SQL Subqueries & Temporary Tables (Advanced)
    Part 06-Module 01-Lesson 02_[Optional] SQL Data Cleaning (Advanced)

    also You can watch my other last: https://rapu.world/search/?category_slug=&query=Programming&language=&age=year&author=ParRus&search=1

    Screenshots








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    Udacity - Computer Vision Nanodegree nd891 v1.0.0 (2018)

    mitsumi
    By mitsumi,
    Udacity - Computer Vision Nanodegree nd891 v1.0.0 (2018)
    WEBRip | English | MP4 | 1280 x 720 | AVC ~65.7 kbps | 30 fps
    AAC | 126 Kbps | 44.1 KHz | 2 channels | 13:58:07 | 2.66 GB
    Genre: Video Tutorial
    Computer Vision is a specialized branch of Artificial Intelligence focused on enabling machines to visually perceive the world, and respond to it. As with human vision, this is a process of taking in visual information, analyzing and processing that information, and correctly identifying objects contained within that information.

    Thanks to advances in the field of Computer Vision - and significant increases in available computing power - machines can now "see" thousands and thousands of images, and process them far more rapidly and accurately than a human could ever do.

    Our new Computer Vision Nanodegree program covers all the latest techniques. You'll learn about deep learning architectures like R-CNN and YOLO (You Only Look Once) multi-object recognition models, and you'll implement object tracking methods like SLAM (Simultaneous Localization and Mapping).

    Content:
    Part 01-Module 01-Lesson 01_Welcome to Computer Vision
    Part 01-Module 01-Lesson 02_Image Representation & Classification
    Part 01-Module 01-Lesson 03_Convolutional Filters and Edge Detection
    Part 01-Module 01-Lesson 04_Types of Features & Image Segmentation
    Part 01-Module 01-Lesson 05_Feature Vectors
    Part 01-Module 01-Lesson 06_CNN Layers and Feature Visualization
    Part 01-Module 01-Lesson 07_Project Facial Keypoint Detection
    Part 02-Module 01-Lesson 01_Advanced CNN Architectures
    Part 02-Module 01-Lesson 02_YOLO
    Part 02-Module 01-Lesson 03_RNN's
    Part 02-Module 01-Lesson 04_ Long Short-Term Memory Networks (LSTMs)
    Part 02-Module 01-Lesson 05_Hyperparameters
    Part 02-Module 01-Lesson 06_Optional Attention Mechanisms
    Part 02-Module 01-Lesson 07_Image Captioning
    Part 02-Module 01-Lesson 08_Project Image Captioning
    Part 02-Module 01-Lesson 09_Optional Cloud Computing with AWS
    Part 03-Module 01-Lesson 01_Introduction to Motion
    Part 03-Module 01-Lesson 02_Robot Localization
    Part 03-Module 01-Lesson 03_Mini-project 2D Histogram Filter
    Part 03-Module 01-Lesson 04_Introduction to Kalman Filters
    Part 03-Module 01-Lesson 05_Representing State and Motion
    Part 03-Module 01-Lesson 06_Matrices and Transformation of State
    Part 03-Module 01-Lesson 07_Simultaneous Localization and Mapping
    Part 03-Module 01-Lesson 08_Optional Vehicle Motion and Calculus
    Part 03-Module 01-Lesson 09_Project Landmark Detection & Tracking (SLAM)
    Part 04-Module 01-Lesson 01_Applying Deep Learning Models
    Part 05-Module 01-Lesson 01_Feedforward and Backpropagation
    Part 05-Module 01-Lesson 02_Training Neural Networks
    Part 05-Module 01-Lesson 03_Deep Learning with PyTorch
    Part 06-Module 01-Lesson 01_Deep Learning for Cancer Detection with Sebastian Thrun
    Part 07-Module 01-Lesson 01_Sentiment Analysis
    Part 08-Module 01-Lesson 01_Fully-Convolutional Neural Networks & Semantic Segmentation
    Part 09-Module 01-Lesson 01_C++ Getting Started
    Part 09-Module 01-Lesson 02_C++ Vectors
    Part 09-Module 01-Lesson 03_Practical C++
    Part 09-Module 01-Lesson 04_C++ Object Oriented Programming
    Part 09-Module 01-Lesson 05_Python and C++ Speed
    Part 09-Module 02-Lesson 01_C++ Intro to Optimization
    Part 09-Module 02-Lesson 02_C++ Optimization Practice
    Part 09-Module 02-Lesson 03_Project Optimize Histogram Filter

    also You can watch my other last: https://rapu.world/search/?category_slug=&query=Programming&language=&age=year&author=ParRus&search=1

    Screenshots








    Download link:

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    Udacity - Business Analyst nd008 v3.0.0

    mitsumi
    By mitsumi,
    Udacity - Business Analyst nd008 v3.0.0
    WEBRip | English | MP4 | 1280 x 720 | AVC ~288 kbps | 29.970 fps
    AAC | 126 Kbps | 44.1 KHz | 2 channels | 15:44:39 | 3.86 GB
    Genre: Video Tutorial
    This program is for anyone who wishes to gain foundational data skills that are applicable to virtually all fields. You'll learn to collect, organize, and analyze data with Excel and SQL; build Excel models to analyze possible business outcomes; and visualize and communicate your findings using Tableau. This program is an ideal choice whether you're just getting started with data, are interested in applying data skills to your current role, or plan to pursue further studies or career goals.

    Content:
    Part 01-Module 01-Lesson 01_Orientation
    Part 01-Module 01-Lesson 02_Predicting Diamond Prices
    Part 01-Module 02-Lesson 01_The Analytical Problem Solving Framework
    Part 01-Module 02-Lesson 02_Selecting an Analytical Methodology
    Part 01-Module 02-Lesson 03_Linear Regression
    Part 01-Module 02-Lesson 04_Practice Project
    Part 01-Module 02-Lesson 05_Predicting Catalog Demand
    Part 02-Module 01-Lesson 01_Understanding Data
    Part 02-Module 01-Lesson 02_Data Issues
    Part 02-Module 01-Lesson 03_Data Formatting
    Part 02-Module 01-Lesson 04_Data Blending
    Part 02-Module 01-Lesson 05_Practice Project
    Part 02-Module 01-Lesson 06_Create an Analytical Dataset
    Part 02-Module 02-Lesson 01_Selecting Predictor Variables
    Part 02-Module 02-Lesson 02_Practice Project Select Location of a New Petstore
    Part 02-Module 03-Lesson 01_Basic SQL
    Part 02-Module 03-Lesson 02_SQL Joins
    Part 02-Module 03-Lesson 03_SQL Aggregations
    Part 02-Module 03-Lesson 04_SQL Subqueries & Temporary Tables
    Part 02-Module 03-Lesson 05_SQL Data Cleaning
    Part 02-Module 03-Lesson 06_[Advanced] SQL Window Functions
    Part 02-Module 03-Lesson 07_[Advanced] SQL Advanced JOINs & Performance Tuning
    Part 02-Module 03-Lesson 08_Create Reports from a Database
    Part 03-Module 01-Lesson 01_Intro to Data Visualization
    Part 03-Module 01-Lesson 02_Design
    Part 03-Module 01-Lesson 03_Data Visualizations in Tableau
    Part 03-Module 01-Lesson 04_Making Dashboards & Stories in Tableau
    Part 03-Module 01-Lesson 05_Visualizing Movie Data
    Part 04-Module 01-Lesson 01_Conduct a Job Search
    Part 04-Module 02-Lesson 01_Refine Your Entry-Level Resume
    Part 04-Module 02-Lesson 02_Refine Your Career Change Resume
    Part 04-Module 02-Lesson 03_Refine Your Prior Industry Experience Resume
    Part 04-Module 03-Lesson 01_Craft Your Cover Letter
    Part 05-Module 01-Lesson 01_Classification Problems
    Part 05-Module 01-Lesson 02_Binary Classification Models
    Part 05-Module 01-Lesson 03_Non-Binary Classification Models
    Part 05-Module 01-Lesson 04_Predicting Default Risk
    Part 06-Module 01-Lesson 01_AB Testing Fundamentals
    Part 06-Module 01-Lesson 02_Randomized Design Tests
    Part 06-Module 01-Lesson 03_Matched Pair Design Tests
    Part 06-Module 01-Lesson 04_Matched Pair Practice
    Part 06-Module 01-Lesson 05_AB Test a New Menu Launch
    Part 07-Module 01-Lesson 01_Develop Your Personal Brand
    Part 07-Module 01-Lesson 02_LinkedIn Review
    Part 07-Module 01-Lesson 03_Udacity Professional Profile
    Part 08-Module 01-Lesson 01_Fundamentals of Time Series Forecasting
    Part 08-Module 01-Lesson 02_ETS Models
    Part 08-Module 01-Lesson 03_ARIMA Models
    Part 08-Module 01-Lesson 04_Analyzing and Visualizing Results
    Part 08-Module 01-Lesson 05_Forecast Video Game Sales
    Part 09-Module 01-Lesson 01_Segmentation Fundamentals
    Part 09-Module 01-Lesson 02_Preparing Data for Clustering
    Part 09-Module 01-Lesson 03_Variable Reduction
    Part 09-Module 01-Lesson 04_Clustering Models
    Part 09-Module 01-Lesson 05_Validating and Applying Clusters
    Part 09-Module 01-Lesson 06_Segmentation Practice Project
    Part 09-Module 02-Lesson 01_Combining Predictive Techniques
    Part 10-Module 01-Lesson 01_Data and Tables
    Part 10-Module 01-Lesson 02_Problem Set Data and Tables
    Part 10-Module 01-Lesson 03_Elements of SQL
    Part 10-Module 01-Lesson 04_Problem Set Elements of SQL
    Part 10-Module 01-Lesson 05_Deeper into SQL
    Part 10-Module 01-Lesson 06_Problem Set Deeper Into SQL
    Part 11-Module 01-Lesson 01_Data Visualization Fundamentals
    Part 11-Module 01-Lesson 02_Design Principles
    Part 11-Module 01-Lesson 03_Creating Visualizations in Tableau
    Part 11-Module 01-Lesson 04_Telling Stories with Tableau

    also You can watch my other last: https://rapu.world/search/?category_slug=&query=Programming&language=&age=year&author=ParRus&search=1

    Screenshots








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    Udacity - Android Developer Nanodegree nd801 v7.0.0

    mitsumi
    By mitsumi,
    Udacity - Android Developer Nanodegree nd801 v7.0.0
    WEBRip | English | MP4 | 1280 x 720 | AVC ~473 kbps | 29.970 fps
    AAC | 126 Kbps | 44.1 KHz | 2 channels | 21:58:25 | 6.24 GB
    Genre: Video Tutorial
    We built this Nanodegree program in partnership with Google specifically to support aspiring Android Developers. The curriculum is designed to transform those with intermediate skills and a working knowledge of Java development best practices into specialists with the Android platform.

    Successful completion of the program means a diverse portfolio of projects to show employers, an established credential to affirm your achievements, and your own app on the Google Play Store. If your goal is employment as an Android Developer, this program is exactly what you need to succeed.

    Content:
    Part 01-Module 01-Lesson 01_Welcome to Your Nanodegree
    Part 02-Module 01-Lesson 01_Create Project Sunshine
    Part 02-Module 01-Lesson 02_Connect to the Internet
    Part 02-Module 02-Lesson 01_Sandwich Club
    Part 02-Module 03-Lesson 01_RecyclerView
    Part 02-Module 03-Lesson 02_Intents
    Part 02-Module 04-Lesson 01_Popular Movies, Stage 1
    Part 02-Module 05-Lesson 01_Lifecycle
    Part 02-Module 05-Lesson 02_Preferences
    Part 02-Module 05-Lesson 03_Storing Data in SQLite
    Part 02-Module 05-Lesson 04_Content Providers
    Part 02-Module 05-Lesson 05_Building a Content Provider
    Part 02-Module 05-Lesson 06_Android Architecture Components
    Part 02-Module 05-Lesson 07_Background Tasks
    Part 02-Module 05-Lesson 08_Completing the UI
    Part 02-Module 05-Lesson 09_Polishing the UI
    Part 02-Module 06-Lesson 01_Popular Movies, Stage 2
    Part 03-Module 01-Lesson 01_Conduct a Job Search
    Part 03-Module 02-Lesson 01_Refine Your Entry-Level Resume
    Part 03-Module 02-Lesson 02_Refine Your Career Change Resume
    Part 03-Module 02-Lesson 03_Refine Your Prior Industry Experience Resume
    Part 03-Module 03-Lesson 01_Craft Your Cover Letter
    Part 04-Module 01-Lesson 01_Welcome to Advanced Android
    Part 04-Module 01-Lesson 02_Fragments
    Part 04-Module 01-Lesson 03_Libraries
    Part 04-Module 01-Lesson 04_Firebase Cloud Messaging
    Part 04-Module 01-Lesson 05_Places
    Part 04-Module 01-Lesson 06_Media Playback
    Part 04-Module 01-Lesson 07_Widgets
    Part 04-Module 01-Lesson 08_Espresso
    Part 04-Module 01-Lesson 09_Publishing Your App
    Part 04-Module 02-Lesson 01_Baking App
    Part 05-Module 01-Lesson 01_Develop Your Personal Brand
    Part 05-Module 01-Lesson 02_LinkedIn Review
    Part 05-Module 01-Lesson 03_Udacity Professional Profile
    Part 05-Module 02-Lesson 01_GitHub Review
    Part 06-Module 01-Lesson 01_Gradle Fundamentals
    Part 06-Module 01-Lesson 02_Gradle for Java
    Part 06-Module 01-Lesson 03_Gradle for Android
    Part 06-Module 01-Lesson 04_Advanced Android Builds
    Part 06-Module 01-Lesson 05_Special Topics
    Part 06-Module 02-Lesson 01_Build It Bigger
    Part 07-Module 01-Lesson 01_Android Design Fundamentals
    Part 07-Module 01-Lesson 02_Surfaces
    Part 07-Module 01-Lesson 03_Bold Graphic Design
    Part 07-Module 01-Lesson 04_Meaningful Motion
    Part 07-Module 01-Lesson 05_Adaptive Design
    Part 07-Module 01-Lesson 06_Constraint Layout
    Part 07-Module 02-Lesson 01_Make Your App Material
    Part 08-Module 01-Lesson 01_Ace Your Interview
    Part 08-Module 01-Lesson 02_Practice Behavioral Questions
    Part 08-Module 01-Lesson 03_Interview Fails
    Part 08-Module 01-Lesson 04_Land a Job Offer
    Part 08-Module 01-Lesson 05_Interview Practice
    Part 09-Module 01-Lesson 01_Capstone, Stage 1
    Part 09-Module 02-Lesson 01_Capstone, Stage 2
    Part 09-Module 03-Lesson 01_Final Steps
    Part 10-Module 01-Lesson 01_Saturday
    Part 10-Module 01-Lesson 02_Sunday
    Part 10-Module 01-Lesson 03_Monday
    Part 10-Module 02-Lesson 01_Introduction to Digital Analytics
    Part 10-Module 02-Lesson 02_Introduction to Firebase Analytics
    Part 10-Module 02-Lesson 03_Implementing In-App Analytics
    Part 10-Module 02-Lesson 04_Analytics Integration

    also You can watch my other last: https://rapu.world/search/?category_slug=&query=Programming&language=&age=year&author=ParRus&search=1

    Screenshots








    Download link:

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