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Welcome to AI Class!

TensorFlowLite M4 A15 Course Outro

TensorFlowLite M4 A14 Step 1 To Step 4 Transfer Learning Revisited

TensorFlowLite M4 A11 Step 2 Object Detection

TensorFlowLite M4 A12 Step 3 Object Detection

TensorFlowLite M4 A13 Step 4 Object Detection 1

TensorFlowLite M4 A8 Step 4 Image Classification

TensorFlowLite M4 A9 Object Detection

TensorFlowLite M4 A10 Step 1 Object Detection

TensorFlowLite M4 A5 Image Classification

TensorFlowLite M4 A6 Step 1 Image Classification

TensorFlowLite M4 A7 Step 2 And 3 Image Classification

TensorFlowLite M4 A4 Getting Started

TensorFlowLite M4 A3 Coral

TensorFlowLite M4 A1 Introduction

TensorFlowLite M4 A2 Raspberry Pi

TensorFlowLite M3 A22 Step 3 And Step 4 Speech Commands 1

TensorFlowLite M3 A19 Speech Commands App Architecture 1

TensorFlowLite M3 A20 Speech Commands Audio Input 1

TensorFLowLite M3 A18 Speech Commands App 1

TensorFlowLite M3 A14 Image Classification Camera Feed 2

TensorFlowLite M3 A15 Object Detection App 1

TensorFlowLite M3 A12 Step 2 Image Classification 2

TensorFlowLite M3 A13 Step 3 And 4 Image Classification 1

TensorFlowLite M3 A11 Step 1 Image Classification 1

TensorFlowLite M3 A8 Step 4 Cats And Dogs 1

TensorFlowLite M3 A9 Image Classification 1

TensorFlowLite M3 A10 App Architecture 1

TensorFlowLite M3 A5 Step 1 Cats And Dogs 1

TensorFlowLite M3 A6 Step 2 Cats And Dogs 1

TensorFlowLite M3 A7 Step 3 Cats And Dogs 1

TensorFlowLite M3 A4 Cats And Dogs App 1

TensorFlowLite M3 A2 App Architecture 1

TensorFlowLite M3 A3 Performing Inference 1

TensorFlowLite M3 A1 Intro 1

M2 L3 A24 HS Step 1 - Speech Commands

M2 L3 A25 HS Step 2 - Speech Commands

M2 L3 A24 HS Step 1 - Speech Commands

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M2 L3 A23 HS Speech Commands Architecture

M1 A10 Running Your First TF Lite Models

M1 A08 TensorFlow Lite Delegates

M1 A09 Testing Your TFLite Models In Python

M1 A05 Post-Training Quantization In TF Lite

M1 A06 Post-Training Quantization Examples

M1 A04 Quantization 1

M1 A03 TF Lite Examples 1

M1 A02 TF Lite Under The Hood 1

M1 A01 Introduction 1

CatVsDog

Image Classification

Object Detection

Speech Command

NLP L2 10.1 Optimizing The Text Generation Model Colab

NLP L2 11 Lesson Conclusion

M0 A01 Welcome To The Course

NLP L2 10 Optimizing The Text Generation Model

NLP L2 09 Constructing A Text Generation Model

NLP L2 07 Colab- LSTMs Vs. Convolutions Vs. GRUs Solution

NLP L2 07.1 Colab- LSTMs Vs. Convolutions Vs

NLP L2 08 Text Generation

NLP L2 06 LSTMs Vs. Convolutions Vs. GRUs

NLP L2 06.1 LSTMs Vs. Convolutions Vs. GRUs

NLP L2 06.2 LSTMs Vs. Convolutions Vs. GRUs

NLP L2 04 Constructing LSTMs In Code

NLP L2 05 Colab- Constructing LSTMs In Code Solution

NLP L2 05.1 Colab- Constructing LSTMs In Code Solution

NLP L2 05.2 Colab- Constructing LSTMs In Code Solution

LSTM Basics

LSTM Basics

LSTM Architecture

NLP L2 03 Sentence Context And LSTMs

02 RNN History V4 Final

14 RNN A V4 Final

16 RNN B V4 Final

NLP L2 01 Recurrent Neural Networks Intro

NLP L2 02 Basics Of RNNs

NLP L1 14 Lesson Conclusion

NLP L1 13.1 What'S In A (Sub)Word- Colab

NLP L1 12 Tweaking The Model

NLP L1 10 Building A Basic Sentiment Model

NLP L1 09 Word Embeddings

NLP L1 07 Tokenization Of Large Datasets Video

NLP L1 06 Colab- Text To Sequences With Unknowns Solution Video

NLP L1 05 Preparing Sequences For Use With TensorFlow

NLP L1 04 Tokenizing Text

NLP L1 03 Lesson Outline

NLP L1 02 Introduction To Natural Language Processing

TFDL L08 A20 WaveNet V2

UD187 TFDL L08 SC 9

TFDL L08 A21 Conclusion

TFDL L08 A18 Stride

TFDL L08 A19 Kernals

TFDL L08 A16 CNNs

TFDL L08 A17 Padding

UD187 TFDL L08 SC 8

TFDL L08 A15 Implementing An LSTM

TFDL L08 A14 LSTM Cells

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UD187 TFDL L08 SC 7

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TFDL L08 A13 Implementing An LSTM

TFDL L08 A12 Stateless And Stateful RNNs

TFDL L08 A11 Back Propagation Through Time

UD187 TFDL L07 02 Saving And Loading Models RENDER V2 V1

UD187 TFDL L8 SC (L7)

L6 03 Mobile Net V3

L06 CO1 02 TransferLearning V1

L6 02 Transfer Learning V2

L6 Intro V2

Tensorflow Interview L6 V1

L05 C02 01 W DataAugmentation V1

L5 10 Dropout V2

L5 09 Image Augmentation V2

L05 C01 01 WO DataAugmentation V1

L5 08 Validation 1 V5

L5 05 Convolutions With Color Images V5

L5 06 MaxPoolwing With Color Images V2

L5 040 Color Images Part 1 V2

L5 02 Dogs And Cats Dataset V4

L5 01 Introduction V1

Tensorflow Interview L5 V1

C03 01 Intro To CNN V1

L3M1 Introduction V3

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L3M2 Convolutions V2

TensorFlow Sebastian Interview 03 Convolutional Networks V1

TensorFlow Sebastian Interview 03 Convolutional Networks V1

L2M7 Celsius Vs MNIST V3

C02 Basic Classification V1

L2M4 Training And Testing V2

L2M3 Neural Network V3

L2M3 Neural Network V3

L2M1 Introduction V2

L2M2 Intro To Fashion MNIST Dataset V2

Hybrid Frontend And JIT Compiler

Cutting-Edge Applicationns In PyTorch

User Needs And Adding Features

PyTorch And The Facebook Product

From Research To Production

Debugging And Designing PyTorch

Origins Of PyTorch V2

Error Functions Around the World

Momentum

Momentum

Batch vs Stochastic Gradient Descent

Learning Rate

Other Activation Functions

Random Restart

Vanishing Gradient

Local Minima

Dropout

DL 53 Q Regularization

Model Complexity Graph

Underfitting And Overfitting

Training Optimization

Testing

Test Solution - Intro to Statistics

Weight Solution - Intro to Statistics

File Handling & Exception Handling |Python Tutorial |ExcelR Everyday Lea...

Inspect Image Values Solution

Mean - Intro to Statistics

Introduction - Intro to Statistics

Surviving Points Solution - Intro to Statistics

Adv Java (JDBC) Youtube Live by Durga Sir @ 5:30PM

Slope To Correlation Solution - Intro to Statistics

Standard Score Regression - Intro to Statistics

Double Both Solution - Intro to Statistics

Double Y Solution - Intro to Statistics

Introducing Java Web Developer Nanodegree Program

Correlation And Regression Solution - Intro to Statistics

Correlation & Regression: Concepts with Illustrative examples

Inspect Image Values

Image Size and Data Type Solution

Correlation And Regression - Intro to Statistics

Regression - Intro to Statistics

Simulate Solution - Intro to Statistics

Truth Table 3 - Intro to Statistics

Alumni Webinar: Networking to Land Referrals

Truth Table 2 - Intro to Statistics

Door Chance - Intro to Statistics

Switch Doors - Intro to Statistics

Final Example 1 - Intro to Statistics

Summary - Intro to Statistics

Images as Functions Part 1

Intro

Octave

Matlab

Software

Course Overview

Vision is NOT Image Processing

Why is This Hard

Security and Medical Imaging

Vision Based Interaction

Sports

Smart Cars

Special Effects and 3D Modeling

Object Recognition

OCR and Face Recognition

Why Study Computer Vision

What is Computer Vision

Intro

Difference between CV and CP

Height Test Example - Intro to Statistics

Taking over for Aaron

C01 Celsius To Fahrenheit V1

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TensorFlow Sebastian Interview 01 V1

L1M3 Prerequisites V2

L1M2 Applications Of ML V2

L1M1 Welcome To The Course Part 2 V2

Variance Formula - Intro to Statistics

ExcelR's Everyday learning: Core Python(Day-3)

CI Size Formula - Intro to Statistics

Ask One Person - Intro to Statistics

Confidence Interval - Intro to Statistics

Closing Remarks On Deployment

Weight Conclusion - Intro to Statistics

Jesse Swidler Interview on Containers

Welcome To Deployment

Production Environment

Machine Learning in the Workplace

Summary - Intro to Statistics

Machine Learning Workflow - Part 2 Details

Machine Learning Workflow - Part 1 Introduction

Welcome To Deployment

Deep Learning Nanodegree Program (DLND) - Trailer 60 Seconds

13 Training Solution V2

11 Optim Strategy V1

12 Training Two Networks V2

9 HyperParameters V1

10 Fake Real Losses V1

8 Generator Discriminator V1

7 Complete Model V2

Summary

Formula Summary

6 GAN Notebook Data V1

MNIST GAN RENDER V1 V2

Normalizer

Generating Fake Images RENDER V1 V2

3 Tips For Training GANs RENDER V1 V3

Games, Equilibrium, GANs Solution Render

Other Generative Models, How GANs Work

Applications Of GANs V1

Introducing Ian Goodfellow Edit 2 V2

23 From RNNs To LSTMs V4 Final

RNN Summary

21 RNN BPTT C V7 Final

19 RNN BPTT A V6 Final

20 RNN BPTT B V5 Final

18 RNN Example V5 Final

17 RNN Unfolded V3 Final

17 RNN Unfolded V3 Final

16 RNN B V4 Final

14 RNN A V4 Final

12 Backpropagation Example B V6 Final

10 Backpropagation Example A V3 Final

Regra da cadeia

Bell Curve - Intro to Statistics

08 Backpropagation Theory V6 Final

13 Overfitting Intro V4 Final

06 FeedForward A V7 Final

07 FeedForward B V3

Conclusion - Intro to Statistics

05 RNN FFNN Reminder B V6 Final

04 RNN FFNN Reminder A V7 Final

03 RNN Applications V3 Final

02 RNN History V4 Final

01 RNN Intro V6 Final

Top 5 Reasons Not to Become a Data Analyst

Counting Outcomes 6 - Intro to Statistics

Deep Learning Nanodegree Program (DLND) - Trailer 60 Seconds

Last Layer

Freezing Weights

Introduction - Intro to Statistics

Conclusion - Intro to Statistics

VGG Classifier

Useful Layers

03 Fine Tuning V1 RENDER V2

Transfer Learning

Deep Learning Nanodegree Program (DLND) - Trailer 60 Seconds

One-Hot Encoding

DL 18 Q Softmax V2

DL 18 S Softmax

Quiz - Softmax

Summarize 2 Solution - Intro to Statistics

Measuring Spread - Intro to Statistics

Standard Deviation 1 Solution - Intro to Statistics

Measuring Spread - Intro to Statistics

Variances 2 Solution - Intro to Statistics

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Machine Learning Engineer Nanodegree Program (MLND) - Trailer 60 Seconds

L1 04 Meet Juno V1 V2

L1 03 Meet Andrew V1 V2

L1 02 Course Overview V1 V4

Bayes Rule Diagram

Equivalent Diagram

Introduction To Software Engineering

How To Make Money with Google Maps ($100-$200 PER DAY)

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Machine Learning Engineer Nanodegree Program (MLND) - Trailer 60 Seconds

Arvato Final Project

Machine Learning Engineer Nanodegree Program (MLND) - Trailer 60 Seconds

Summary - Intro to Statistics

Developers Console

Untitled

Procedure For Coding App

Procedure For Starting App

GPS Course Introduction

Installing Development Environment

Untitled

Key Business Metrics | Course Map Conclusion | Product Design | Udacity

Key Business Metrics | Lesson Recap | Product Design | Udacity

A/B Testing: Optimizely/Locket | Key Business Metrics | Product Design |...

Actionable Metrics and Launch | Key Business Metrics | Product Design | ...

Locket and Vanity Metrics | Key Business Metrics | Product Design | Udacity

Collecting and Accessing Data on Metrics | Key Business Metrics | Produc...

Bad Metrics and E&R | Key Business Metrics | Product Design | Udacity

Optimizely and Vanity Metrics | Key Business Metrics | Product Design | ...

Optimizely and Key Metrics | Key Business Metrics | Product Design | Uda...

Aaron Harris on Key Metrics | Key Business Metrics | Product Design | Ud...

Key Business Metrics | Key Metrics Lesson Overview | Product Design | Ud...

The HEART Framework | Key Business Metrics | Product Design | Udacity

Design Sprint | Course Map Revisited | Product Design | Udacity

Advice for Running Design Sprints | Design Sprint | Product Design | Uda...

Google Design Minutes — Design sprints at scale

Validate Stage | Design Sprint | Product Design | Udacity

Prototype Stage | Design Sprint | Product Design | Udacity

Decide Stage | Design Sprint | Product Design | Udacity

Define Stage | Design Sprint | Product Design | Udacity

Diverge Stage | Design Sprint | Product Design | Udacity

Understand Stage Activities | Design Sprint | Product Design | Udacity

Understand Stage | Design Sprint | Product Design | Udacity

Stages of the Design Sprint | Design Sprint | Product Design | Udacity

Planning the Design Sprint | Design Sprint | Product Design | Udacity

Design Sprints at Locket | Design Sprint | Product Design | Udacity

Design Sprint Overview | Design Sprint | Product Design | Udacity

Product Design | UX/UI Design | User Experience and Design Recap | Udacity

Nir Eyal: Hooked Model & Product Hunt | UX/UI Design | Product Design | ...

Design Thinking at Locket | UX/UI Design | Product Design | Udacity

Bringing Design to the Product | Design Sprint | Product Design | Udacity

Homepage Design: Notifications | UX/UI Design | Product Design | Udacity

Nir Eyal on Good Product Notifications | UX/UI Design | Product Design |...

User Feedback and Ratings | UX/UI Design | Product Design | Udacity

Design Thinking at Optimizely | UX/UI Design | Product Design | Udacity

Homepage Design: Payment Forms | UX/UI Design | Product Design | Udacity

Homepage Design: Sign Ups and Registration | UX/UI Design | Product Desi...

Optimizely and the User Experience | UX/UI Design | Product Design | Uda...

User Experience: Locket | UX/UI Design | Product Design | Udacity

Product Design | UX and UI Design | Course Map Revisited | Udacity

User Experience Components | UX/UI Design | Product Design | Udacity

Personas and Accessibility | UX/UI Design | Product Design | Udacity

Accessibility: Designing for All Users | UX/UI Design | Product Design |...

Accessible Products & Guidelines | UX/UI Design | Product Design | Udacity

Accessibility Basics | UX/UI Design | Product Design | Udacity

Accessible Design | UX/UI Design | Product Design | Udacity

Material Design | UX/UI Design | Product Design | Udacity

Design Types | UX/UI Design | Product Design | Udacity

Designing Experience and User Testing | UX/UI Design | Product Design | ...

Product Design | UX and UI Design | Lesson Overview | Udacity

Aaron Harris: Being a Founder | Validation | Product Design | Udacity

Optimizely: Being a Founder | Validation | Product Design | Udacity

Product Design | Ideation and Validation: Lesson Recap | Udacity

ExcelR's Everyday Learning Program : Master Data Science In 11 hours ( D...

Refine Your Product Idea | Validation | Product Design | Udacity

Differentiate Your Product | Validation | Product Design | Udacity

Harpinder Singh: Market Demand, Trends, and Competition | Validation | P...

Harpinder Singh: Innovation Endeavors | Validation | Product Design | U...

Tomer Sharon: How to do User Research | Validation | Product Design | Ud...

Aaron Harris: Early User Research | Validation | Product Design | Udacity

Product Ideation to Validation | Product Design | Udacity

Tomer Sharon: What is User Research? | Validation | Product Design | Uda...

One Business Idea You Can Use | Product Design | Udacity

Nir Eyal: Habit Forming Products | Product Design | Udacity

Nir Eyal: Pain Killers & Vitamins | Product Design | Udacity

Aaron Harris: Pain Killers & Vitamins | Product Design | Udacity

Aaron Harris: Growing Markets | Product Design | Udacity

How to activate your AdSense account?

Download Tableau Public

Tableau Desktop Download

Onwards!

Tell A Story

Same Data Different Stories

General Design Tips

Designing for Color Blindness

Using Color

Data Ink Ratio

What Experts Say About Visual Encodings

Exploratory vs. Explanatory Analysis

Introduction

Lesson Overview

Why Data Dashboards?

What About More Than Two Variables

Correlation Coefficients

Scatter Plots

Univariate Plots

Data Types Review

Further Motivation

Why Do We Use Data Visualizations?

Introduction to Data Visualization

Applets - Intro to Inferential Statistics

Summary of Linear Regression - Intro to Inferential Statistics

Minimize Sum of Squares - Intro to Inferential Statistics

The first iOS app I built was

Airplane Flights - Intro to Inferential Statistics

Intro to Linear Regression - Intro to Inferential Statistics

Aaron Harris: Business Ideas | Product Design | Udacity

How to Create Your Product Idea | Product Design | Udacity

Aaron Harris: Business Ideas | Product Design | Udacity

Types of Business Ideas | Product Design | Udacity

Creating Business Ideas | Product Design | Udacity

Product Course Overview | Product Design | Udacity

Entrepreneur's Mindset: Optimizely | Product Design | Udacity

Entrepreneur's Mindset: Locket | Product Design | Udacity

Startup Introduction: Locket | Udacity

Instructor Introductions | Product Design | Udacity

Product Design Course Introduction | Udacity

Pete Koomen Tells Optimizely A/B Testing Story | Udacity

Introducing The Product Manager Nanodegree Program From Udacity

Upwork Paylor 14 Final Thoughts

Upwork Paylor 13 Scaling For The Long Run

UpWork A12 Managing Anxiety And Stress

Upwork Paylor 12 Preparing For The Challenges Of A Remote Position

UpWork A09 Communication Skills

UpWork A10 Managing Across Multiple Time Zones

Upwork Paylor 10 Difference Between Remote And Distributed

Upwork Paylor 08 Agile Workflow

Upwork Paylor 07 Managing A Remote Team

UpWork A11 Balancing Formal Versus Informal Communication

Upwork Paylor 11 Formal Vs Informal Meetings

UpWork A02 Single Location Versus Remote

Upwork Paylor 04 Hiring A Remote Team

UpWork A05 Interview Process

Upwork Paylor 05 Interviewing Process

UpWork A13 Building Remote Teams For The Long Haul

Upwork Paylor 06 Onboarding

UpWork A06 Onboarding Remote Employees

UpWork A08 Keeping Remote Employees On Task

Upwork Paylor 09 Tracking Progress

Upwork Paylor 03 Tools For Success

UpWork A03 Tools For Remote Process

UpWork A04 Skills For Remote Process

Upwork Paylor 02 Evolution Of Remote Work

UpWork A01 Introduction

Upwork Paylor 01 Introduction

Untitled

Analyze Marketing Experiment Results | Measurement Fundamentals | App Ma...

A/B Experimental Test | Measurement Fundamentals | App Marketing | Udacity

User Testing

Start your Marketing Experiments | Measurement Fundamentals | App Market...

Validate Efforts Through Experiments | Measurement Fundamentals | App Ma...

Engaging Customers: Considerations | Measurement Fundamentals | App Mark...

Metrics to Meet your Goals | Measurement Fundamentals | App Marketing | ...

App Goals: Metrics: Growth Advice | Measurement Fundamentals | App Marke...

User Feedback | Measurement Fundamentals | App Marketing | Udacity

App Marketing | Measurement Fundamentals | Lesson Intro | Udacity

App Marketing | Customer Acquisition | Lesson Recap | Udacity

Growth Hacking | Customer Acquisition | App Marketing | Udacity

What's the difference between machine learning and deep learning?

Email Marketing Components | Customer Acquisition | App Marketing | Udacity

Email Marketing Advice | Customer Acquisition | App Marketing | Udacity

Email Marketing | Customer Acquisition | App Marketing | Udacity

Inbound Marketing | Customer Acquisition | App Marketing | Udacity

Build Communities | Customer Acquisition | App Marketing | Udacity

Paid Marketing | Customer Acquisition | App Marketing | Udacity

3 Engines of Growth | Customer Acquisition | App Marketing | Udacity

App Marketing | Launch | Lesson Recap | Udacity

Grow your User Base | Launch | App Marketing | Udacity

Get Your First Users: Advice | Launch | App Marketing | Udacity

Tali Saar: Industry Events | Launch | App Marketing | Udacity

Deep Learning In 5 Minutes | What Is Deep Learning? | Deep Learning Expl...

App Reviews and Feedback | Launch | App Marketing | Udacity

Activity in Relevant Offline Events | Launch | App Marketing | Udacity

How to be Successful with SEO | Launch | App Marketing | Udacity

Noam: Create Incentives Advice | Launch | App Marketing | Udacity

App Store Optimization | Launch | App Marketing | Udacity

SEO Tips | Launch | App Marketing | Udacity

Launch Checklist: Building Your Userbase | Launch | App Marketing | Udacity

Launch assets: Press Kit | Launch | App Marketing | Udacity

Tali Saar : App Launch Checklist: PR | Launch | App Marketing | Udacity

Noam: Social Media Marketing Advice | Launch | App Marketing | Udacity

App Launch Checklist: Social Page | Launch | App Marketing | Udacity

App Launch Checklist | Launch | App Marketing | Udacity

App Marketing | Launch | Lesson Introduction | Udacity