[ BigDataSpring2017 - Lab Assignments ]

> Lab Assignment #01

Odd Man Out + System Design-Big Data Application

> Lab Assignment #02 - Text Data

Spark Scala Transformations + Actions

• Lab #2 WIKI
• Lab #2 Source Code

> Lab Assignment #03 - Machine Learning Tasks & Video Annotation

• Lab #3 WIKI

Q1. Linear Regression Model using Spark for chimpanzee's daily movement/activities

• Lab #3-Q1 Source Code

Q2. K-Mean Clustering using Spark for chimpanzee's daily movement/activities

• Lab #3-Q2 Source Code

Q3. Video Annotation using OpenImg Library from the Clarifar API.

• Lab #3-Q2 Source Code

> Lab Assignment #04 - Image Classification Problem using Decision Tree Algorithm

• Lab #4 WIKI

• Lab #4 Source Code

> Lab Assignment #05 - Machine Learning Tasks & Spark API & Google Conversation API

• Lab #5 WIKI

Q1. Image Classification - Accuracy & Confusion Matrix

• Lab #5-Q1 Source Code

Q2. Client Application using Spark API

• Lab #5-Q2 Source Code

Q3. Google Conversion Actions API

• Lab #5-Q3 Source Code
• Lab #5-Q3 Documentation

> Lab Assignment #06 - Image Fuzzy Classification + Object Detection & Android Application using Spark API + Clarifei API

• Lab #6 WIKI

Q1. Image Classification - Fuzzy Classification & Obj Detection with Decision Tree + Random Forest --> Accuracy & Confusion Matrix

• Lab #6-Q1 Source Code

Q2. Android Application (Spark API + Clarifei API)

• Lab #6-Q2 Source Code

> Lab Assignment #07 - TensorFlow Progamming using Python

• Lab #7 WIKI

Tensorflow Programming - Linear Regression + Training Cost Plot

• Lab #7 Source Code
• Lab #7 Documentation

> Lab Assignment #08 - TensorFlow + Google Cardboard

• Lab #8 WIKI

Q1. Tensorflow Programming - Softmax + Gradient Descent

• Lab #8-Q1 Source Code
• Lab #8-Q1 Documentation

Q2. Google CardBoard - Softmax + Gradient Descent

• Lab #8-Q2 Source Code

> Lab Assignment #09 - TensorFlow + Visual-Question Answering

• Lab #9 WIKI

Q1. Tensorflow Programming - CNN

• Lab #9-Q1 Source Code
• Lab #9-Q1 Documentation

Q2. Visual-Question Answering

• Lab #9-Q2 Source Code

> Lab Assignment #10 - Retain Inception Model Final Layer + Web-based Application with Tensorflow API

• Lab #10 WIKI

Q1. Tensorflow Programming - Retain Inception Model Final Layer

• Lab #10-Q1 Source Code
• Lab #10-Q1 Documentation

Q2. Web-based Application with Tensorflow API

• Lab #10-Q2 Source Code

> Lab Assignment #11 - Tensorflow Show & Tell + Web-based Q&A

• Lab #11 WIKI

Q1. Tensorflow Show & Tell - 4 Captions for each image

• Lab #11-Q1 Source Code
• Lab #11-Q1 Documentation

Q2. Tensorlfow Web-based Q&A

• Lab #11-Q2 Source Code
• Lab #11-Q2 Documentation