Topics

• C# 6.0 Features
• Arrays
• Intent
• Getting started with JavaScript
• Getting started with Python Language
• Variables
• List comprehensions
• Getting started with Go
• Getting started with Django
• SELECT
• Promises
• Getting started with MATLAB Language
• Ignoring Files and Folders
• UILabel
• JOIN
• Input Control Elements
• Example Databases and Tables
• Getting started with AngularJS
• Getting started with Bash
• Strings and Characters
• Getting started with Node.js
• Indexes
• CREATE TABLE
• Branching
• Parallel computation
• Filter results using WHERE and HAVING
• Pipe operators (%>% and others)
• Incompatibilities moving from Python 2 to Python 3
• Declaring Variables
• Common mistakes and errors
• String Formatting
• String Functions
• Financial Applications
• Reading and Writing CSV
• Comment Mysql
• Neural Networks
• Legends
• Basic Plots
• Sentence boundary detection in Python
• Getting started with nltk
• Evaluation Metrics
• Multithreading
• Getting started with caffe
• Smoothing a signal
• Training a Caffe model with pycaffe
• List Comprehensions
• Getting started with theano
• How to insert data into table using DynamoDb?

Examples

• Exception filters
• Creating and Initializing Arrays
• Getting a result from another Activity
• Open a URL in a browser
• Using console.log()
• Getting Started
• echo and print
• List Comprehensions
• Starting a Project
• Conditional List Comprehensions
• Outputting a structured view of arrays and objects
• Using the wildcard character to select all columns in a query.
• Hello, World!
• Promise chaining
• Ignoring files and directories with a .gitignore file
• Checkbox and Radio Buttons
• Auto Shop Database
• Selecting with Condition
• Select Individual Columns
• Getting Started
• String & Character Literals
• Hello World
• Hello World HTTP server
• Create a New Table
• SELECT Using Column Aliases
• Avoid repetitive and expensive operations using conditional clause
• Creating and checking out new branches
• Number of Lines
• Using the multiprocessing module to parallelise tasks
• Indexing matrices and arrays
• Basic use and chaining
• Use HAVING with Aggregate Functions
• Use BETWEEN to Filter Results
• Print statement vs. Print function
• Strings: Bytes versus Unicode
• Integer Division
• Unpacking Iterables
• Type Hints
• Do not name a variable with an existing function name
• Basics of String Formatting
• Concatenate
• Selecting specified number of records
• Univariate Geometric Brownian Motion
• The transpose operators
• Starter Pattern
• Sorted Index
• Reading and writing in Python
• Adding comments
• Getting Started: A Simple ANN with Python
• Legend Placed Outside of Plot
• Scatter Plots
• Shaded Plots
• With NLTK
• With Stanford CoreNLP, from Python
• Installation or Setup
• NLTK's download function
• Area Under the Curve of the Receiver Operating Characteristic (AUROC)
• Differences between inner/outer joins
• NLTK installation with Conda.
• Using parfor to parallelize a loop
• Installation and setup
• Using a Savitzky–Golay filter
• Enable multithreading with Caffe
• Training a network on the Iris dataset
• Heatmap
• Import a CSV file into a DynamoDB table using boto (Python package)
• Installing Theano and configuring the GPU on Ubuntu 14.04
• Running Theano on multiple CPU cores