The Dynamic Data Scientist Bundle Ft. Power BI, Python & MATLAB

Microsoft Power Business Intelligence (BI) brings the world of data analytics to small businesses by connecting to data from multiple sources and modeling that data efficiently. This tool allows you to view and share insights into your business like never before. As a self-service system, you don't need an IT department — you can transform and model data all on your own. You just have to learn how to use the platform, which is what this course will teach you.

• Access 33 lectures & 2.5 hours of content 24/7
• Learn how to install Power BI & get a guided tour
• Connect to different types of files, folders, & data
• Set up data queries & transform the data into a usable format
• Practice data modeling & creating calculated columns and measures using DAX
• Look at some intelligence functions
• Examine data visualization w/ charts, trend lines, slicer's maps, & more

If you’re looking to gain a solid foundation in Machine Learning to further your career goals, in a way that allows you to study on your own schedule at a fraction of the cost it would take at a traditional university, this online course is for you. With 80 lectures, this class breaks down the concept into bite-sized no-brainer chunks with each definition explained. You'll get examples that are explained step-by-step for better understand each topic.

• Access 80 lectures & 4.5 hours of content 24/7
• Gain a firm foundation in machine learning for furthering your career
• Apply fundamental techniques of machine learning
• Learn a subject crucial for data science & artificial intelligence

Data structures are among the most fundamental ingredients in the recipe for creating efficient algorithms and good software design. Knowledge of how to create and design good data structures is an essential skill required in becoming an exemplary programmer. This course will teach you how to master the fundamental ideas surrounding data structures. Every data structure presented will be accompanied by some working source code (in Java) to solidify your understanding of that particular data structure. You'll work on various coding exercises and multiple-choice questions to ensure that you get some hands-on experience.

• Access 44 lectures & 7.5 hours of content 24/7
• Get mature understanding of data structures
• Understand algorithms associated w/ data structures
• Create efficient algorithms & good software design

Being able to visualize data is becoming a very in-demand skill! Not only does it allow you to present your results easier, but it also enables you to do more analysis by being able to have everything in a visual format in front of you. Data Visualization is a key skill to have when wanting to work as a Data Scientist or Analyst, but being able to create great visualizations is an important skill for everyone to have. This course will go through all the steps to help you learn how you can create many sorts of visualizations using Python.

• Access 28 lectures & 4.5 hours of content 24/7
• Make various types of visualizations
• Understand why the code works & how it can be manipulated/adapted to your own cases
• Know how matplotlib’s structure works & how you can use that to enhance customization

Data and analytics are becoming increasingly important around the world and in modern-day businesses. To start off with data analytics (and ultimately provide nice images of our results), you'll need to be able to plot your data, preferably in the way you imagine it in your head. Matplotlib provides many great plotting opportunities and methods for data visualization, and in this course, you'll learn some introductory methods for getting started with creating plots in Python. Once you have a starting point for plotting data, you can easily expand your knowledge to different areas to make sure you can best represent all of our data.

• Access 9 lectures & 1.5 hours of content 24/7
• Make line & scatter plots in Python
• Make 1D & 2D histogram plots
• Customizing your plots by adding color & changing line styles
• Change the scale of the axis to better graph logarithmic data

Practical and hands-on, this beginner-friendly course covers clustering and classification algorithms, two machine learning essentials that help computers organize the data they receive. Whether it's Siri recognizing your voice or a marketing program identifying the best customers, these algorithms pave the way for many of today's AI breakthroughs, and you'll come to implement them both with MATLAB.

• Access 58 lectures & 9 hours of content 24/7
• Learn how to implement classification & clustering algorithms using MATLAB
• Get a beginner-friendly introduction to coding w/ MATLAB
• Develop real skills by learning from a malware analysis project

If you want to fully equip yourself with the art of applied machine learning using MATLAB, this course is for you. You'll start with a practical tutorial of MATLAB and scale up slowly, learning how to apply data preprocessing techniques without performing complicated math. By the end of this course, you'll know the most commonly used data preprocessing techniques that you can use to instantly maximize your insight into data sets.

• Access 26 lectures & 4 hours of content 24/7
• Get an introduction to MATLAB
• Learn how to handle missing values
• Deal w/ categorical variables
• Understand how to detect outliers
• Discuss feature scaling & data discretization