Programming Courses

Learn C++ from scratch. How to make your first video game in Unreal engine. Gain confidence in programming.

What Will I Learn?

• Learn C++, the games industry standard language.
• Develop strong and transferrable problem solving skills.
• Gain an excellent knowledge of modern game development.
• Learn how object oriented programming works in practice.
• Gain a more fundamental understanding of computer operation.

Learn to program the graphics pipeline with Unity's Shaderlab for creating unique visual surfaces for game objects.

What Will I Learn?

• Use Unity Shaderlab to create their own shader effects with CG/HLSL.
• Apply their knowledge of simple mathematics to change the visual surface of virtual objects.
• Work with mesh vertices and textures to develop unique rendering effects.
• Demonstrate a knowledge of the graphics pipeline and apply it to problem solving shading issues.

Includes:

• 6 hours on-demand video
• 21 Articles
• 48 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

Learn all the new APIs including ARKit (Artificial Reality), Machine Learning and Vision Framework - App Development.

What Will I Learn?

• You will know all the new APIs added to iOS 11 and Xcode 9 new features.

Learn how to create real full clone of Instagram using Swift and Xcode. Learn how to create your own social network!

Game development & design. Learn C# using Unity 4.6, 5 & 2018. Your first 2D Unity games for web, Mac & PC.

What Will I Learn?

• Learn C#, a powerful modern language, from scratch. No prior programming experience is necessary.
• Become excellent at using the Unity game engine.
• Build a solid foundation for game design and game development that will help you build your own games.
• Learn how object oriented programming works in practice.
• Personally create playable game projects - good for your portfolio, or just for your own sense of achievement.
• Transfer your knowledge to .NET, other languages, and more.
• Develop highly transferable coding problem solving skills.
• Be part of an amazing and supportive community of people similar to you.

Includes:

• 53 hours on-demand video
• 21 Articles
• 40 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

Learn Database Driven Web Development With Django and Python!


What Will I Learn?

• Introductory Django
• How to Build Database Driven Websites With Django
• Download and Install Python
• Install Django
• How To Manage URL's
• How to Create Views/Pages
• How to Use Static Image Files
• How to Use Templates
• Basic CSS with Bootstrap 4.1
• How To Use Databases With Django

Includes:

• 2 hours on-demand video
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

Description
Django and Python can seem overwhelming at first, but they don't have to be! In this course I’ll walk you through it step by step and you’ll be building your first web app in MINUTES. You’ll be amazed how quick and easy it is to create very professional looking websites, even if you have no programming or web design experience at all.

Watch over my shoulder as I build a cool To-Do List app step by step right in front of you. You’ll follow along and build your own copy. By the time we’re finished, you’ll have a solid understanding of Django and how to use it to build awesome web apps.

The course contains 28 videos – and is just over 2 hours long. Watch the videos at your own pace, and post questions along the way if you get stuck. You don’t need any special knowledge or software to take this course, though any experience with HTML or CSS is a plus. You don’t even need to know the Python programming language. I’ll walk you through EVERYTHING.

Django is a great web development tool and learning it has never been this easy.

---

Learn to apply the important concepts and techniques in data analysis using Excel.

---

Start your career in Data Analysis and become a skilled Data Analyst without any prior knowledge or experience required!

---

Learn to use Core Data, Realm, UserDefaults, NSCoder, iOS File System.

---

Learn how to create powerful data analysis and dashboards with Google Data Studio for your Google Sheets.

What Will I Learn?

• Learn from an Instructor with over 10 years teaching Data Analysis and Dashboard Design
• Create Powerful Interactive Dashboards from Google Sheets Data in Minutes
• Analyze Google Sheets in minutes using powerful visualizations
• Create Year to Date, Month to Date, Week to Date Calculations with the click of the mouse
• Share Reports and Dashboards of Sales data
• Create powerful scorecards displaying Key Metrics and KPIs
• Create Time Series graphs that easily display Month to Date, Previous Month and many more
• Display comparisons to Previous Periods
• Create filters to easily create interactive dashboards, graphs and reports
• Learn powerful visualizations such as Column, Bar, Pie, Scatterplot

Includes:

• 2.5 hours on-demand video
• 33 Articles
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

How to Process Survey Data and Analyze Likert Scales In SPSS.

What Will I Learn?

• Process Survey Data Effectively and Confidently in SPSS
• Easily Locate Data Entry Errors in SPSS Using Appropriate Statistical Techniques
• Use Syntax to Quickly Perform a Number of Different Analyses in SPSS
• Understand the Benefits (and Ease) of Using Syntax in SPSS (not required to be used in this course, but extremely advantageous)
• How to Calculate and Interpret a Reliability Coefficient in SPSS
• How to Process Variables into new Dichotomous Variables such as with a Multiple Choice Test (has many useful applications)
• How to Recode Variables in SPSS, such as Negative Items on a Likert Scale
• How to Add Variables Together in SPSS to Create Total (Composite) Scores
• How to Identify Positive and Negative Items on a Likert Scale
• Learn How to Perform and Interpret a Number of Analyses in SPSS, Including Frequencies, Descriptives, and Correlation

Includes:

• 3 hours on-demand video
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

What Will I Learn?

• Understand various stages in Data Warehouse development process
• Various processes like Waterfall model, V model and Agile methods
• Specific aspects of Data Warehouse development process
• Importance of the various phases and the practicality of each phase
• Overview of various issues and Project Management issues to be considered in the Data warehouse and Business Intelligence projects

Includes:

• 4 hours on-demand video
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

Learn how to prepare your data for great analytics in R.

---

Learn Both SQL Server & PostgreSQL By Doing. Enhance Your Data Analytics Career With Real World Data Science Exercises.

What Will I Learn?

• Create basic SQL Queries
• Create advanced SQL Queries
• Create Left, Right, Inner and Full Outer joins
• Create new tables, alter existing tables in Databases
• Normalize Databases
• Understand database design
• Understand first, second and third normal form schemas

Includes:

• 12.5 hours on-demand video
• 2 Articles
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

Master Tableau, the most popular software for data analytics, data visualization, data science and business intelligence.

What Will I Learn?

• Master the Tableau software
• Build data dashboards and reports
• Organize your data efficiently
• Display your data and tell a story
• Become a better data scientist

Includes:

• 3 hours on-demand video
• 7 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

Become a SQL query wizard and never be afraid to look at a large SQL query again!

---

Use R to work on real world time series analysis and forecasting examples. Applied data science with R.

---

A data science masterclass for beginners! Learn data visualization by making graphic bars and diagrams. Code in Python.

---

Become the data scientist in demand by learning much deeper and agile experiment analysis methods using SQL and Tableau!

---

Complete guide to practical NLP: spam detection, sentiment analysis, article spinners, and latent semantic analysis.

---

Hands-on text mining and natural language processing (NLP) training for data science applications in R.

What Will I Learn?

• Students will be able to read in data from different sources- including databases
• Basic webscraping- extracting text and tabular data from HTML pages
• Social media mining from Facebook and Twitter
• Extract information relating to tweets and posts
• Analyze text data for emotions
• Carry out Sentiment analysis
• Implement natural language processing (NLP) on different types of text data

Includes:

• 8.5 hours on-demand video
• 1 Article
• 6 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Assignments
• Certificate of Completion

---

Learn practical solutions to Data Science problems with Python.

What Will I Learn?

• Perform Exploratory data analysis on your Data
• Clean and process your Data to have the right shape
• Tokenize your Document to words with Python
• Calculate the word frequencies using Data Science Techniques of Python
• Work with scikit-learn to solve every problem in Machine Learning
• Perform Cluster Analysis using Python Data Science Techniques
• Build a Time Series Analysis with Panda

Includes:

• 2.5 hours on-demand video
• 1 Supplemental Resource
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

Statistics you need in the office: Descriptive & Inferential statistics, Hypothesis testing, Regression analysis.

What Will I Learn?

• Understand the fundamentals of statistics
• Learn how to work with different types of data
• How to plot different types of data
• Calculate the measures of central tendency, asymmetry, and variability
• Calculate correlation and covariance
• Distinguish and work with different types of distributions
• Estimate confidence intervals
• Perform hypothesis testing
• Make data driven decisions
• Understand the mechanics of regression analysis
• Carry out regression analysis
• Use and understand dummy variables
• Understand the concepts needed for data science even with Python and R!

Includes:

• 4.5 hours on-demand video
• 26 Articles
• 90 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

Data Analytics, Visualization and Data Science for Everyone. Build Machine Learning Models to Solve Day-to-Day Problems.

What Will I Learn?

• Understand the logic behind machine learning models without strain
• Build forecasting models with machine learning
• Analyze customer satisfaction
• Analyze bank statements
• Classify images
• Learn how to preprocess data
• Develop classification models
• Build Fraud Detection models
• Logistic Regression models
• k-nearest neighbor models
• Random Forest Models
• Support Vector Machines
• Learn NumPy package
• Learn Pandas package
• Learn Scikit-learn
• Filter and Slice datasets
• Visualize data with Matplotlib
• Visualize data with Seaborn
• Get comfortable creating Pie charts, Donut charts, Bar charts, Line charts, Scatter plots and more
• Read data from Google Sheets
• Splitting data into training and test sets
• Classify objects with Naive Bayes
• Develop supervised learning models
• Linear Regression models

---

In this R course, we'll see how PCA can reduce a 5000+ variable data set into 10 variables and barely lose accuracy!

---

Learn how to simulate and visualize data for data science, statistics, and machine learning in MATLAB and Python.

---

Ensemble Methods: Boosting, Bagging, Boostrap, and Statistical Machine Learning for Data Science in Python.

What Will I Learn?

• Understand and derive the bias-variance decomposition
• Understand the bootstrap method and its application to bagging
• Understand why bagging improves classification and regression performance
• Understand and implement Random Forest
• Understand and implement AdaBoost

Includes:

• 5 hours on-demand video
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

Learn to Describe, Visualize and Analyze data using R; Learn basic Statistical Inference and Regression Methods using R.

What Will I Learn?

• Program using R up to an intermediate level
• Learn how to use R Studio
• Learn to install and use packages in R
• Learn basic statistics
• Learn how to visualize data in R

Includes:

• 5.5 hours on-demand video
• 1 Article
• 16 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

Follow along as we analyze a real-life dataset and learn data science with Python and Pandas.

What Will I Learn?

• Manipulate and transform data series and tables in Python
• Build a multiple regression model in Python
• Use iPython Notebook for research and analysis in Python
• Visualize data to glean insights from it, in Python

Includes:

• 1 hour on-demand video
• 6 Articles
• 3 Supplemental Resources
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

---

Learn The Core Stats For A Data Science Career. Master Statistical Significance, Confidence Intervals And Much More!

---