Machine Learning Training Classes in Minneapolis, Minnesota

Learn Machine Learning in Minneapolis, Minnesota and surrounding areas via our hands-on, expert led courses. All of our classes either are offered on an onsite, online or public instructor led basis. Here is a list of our current Machine Learning related training offerings in Minneapolis, Minnesota: Machine Learning Training

We offer private customized training for groups of 3 or more attendees.

Machine Learning Training Catalog

cost: $ 2090length: 2.5 day(s)
cost: $ 2090length: 3 day(s)
cost: $ 3170length: 6 day(s)
cost: $ 1800length: 2 day(s)

AI Classes

cost: $ 890length: 2 day(s)

AWS Classes

Azure Classes

Business Analysis Classes

cost: $ 1200length: 3 day(s)

Python Programming Classes

cost: $ 1190length: 3 day(s)
cost: $ 1790length: 3 day(s)

Course Directory [training on all levels]

Upcoming Classes
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As part of our Java Tutorials program, we will list a number of interview questions to aid in a better understaing of Java and J2EE and, hopefully, provide a greater likelihood of getting a job.  Let us begin with the basics:

1. What is meant by J2EE?

J2EE is an abreviation for Java 2 Platform Enterprise Edition

2.  What is the purpose of J2EE?

The purpose of J2EE is to provide a component based platform in a multitier application model with transaction management, web services and reusable component support.

3.  What is the tier structure of the typical J2EE application?

A typical J2EE application consists of the following tiers/machines:  the client machine (browser/non-browser application), the J2EE server (an application server such as Oracle, JBoss, GlassFish, Tomcat) and a database.

I will begin our blog on Java Tutorial with an incredibly important aspect of java development:  memory management.  The importance of this topic should not be minimized as an application's performance and footprint size are at stake.

From the outset, the Java Virtual Machine (JVM) manages memory via a mechanism known as Garbage Collection (GC).  The Garbage collector

  • Manages the heap memory.   All obects are stored on the heap; therefore, all objects are managed.  The keyword, new, allocates the requisite memory to instantiate an object and places the newly allocated memory on the heap.  This object is marked as live until it is no longer being reference.
  • Deallocates or reclaims those objects that are no longer being referened. 
  • Traditionally, employs a Mark and Sweep algorithm.  In the mark phase, the collector identifies which objects are still alive.  The sweep phase identifies objects that are no longer alive.
  • Deallocates the memory of objects that are not marked as live.
  • Is automatically run by the JVM and not explicitely called by the Java developer.  Unlike languages such as C++, the Java developer has no explict control over memory management.
  • Does not manage the stack.  Local primitive types and local object references are not managed by the GC.

So if the Java developer has no control over memory management, why even worry about the GC?  It turns out that memory management is an integral part of an application's performance, all things being equal.  The more memory that is required for the application to run, the greater the likelihood that computational efficiency suffers. To that end, the developer has to take into account the amount of memory being allocated when writing code.  This translates into the amount of heap memory being consumed.

Memory is split into two types:  stack and heap.  Stack memory is memory set aside for a thread of execution e.g. a function.  When a function is called, a block of memory is reserved for those variables local to the function, provided that they are either a type of Java primitive or an object reference.  Upon runtime completion of the function call, the reserved memory block is now available for the next thread of execution.  Heap memory, on the otherhand, is dynamically allocated.  That is, there is no set pattern for allocating or deallocating this memory.  Therefore, keeping track or managing this type of memory is a complicated process. In Java, such memory is allocated when instantiating an object:

String s = new String();  // new operator being employed
String m = "A String";    /* object instantiated by the JVM and then being set to a value.  The JVM
calls the new operator */

In the ever changing landscape of software programming, it is not surprising that developers and employees have a different set of preferences for desired skills.  However the number one language that developers want to learn according to a survey of developers by technical recruiter, Hacker Rank is Python. This is not a surprise considering that Python has been in demand for several years and programmers tend to really enjoy this language for clear syntax, good OOP support and great shortcuts. Python, named “the language of the year” in 2007 and 2010 in the TIOBE Index and has climbed to #4 status in May of 2018.

According to the study, employers want developers who:

-  Have problem-solving skills, such as the ability to break down large, complex problems.
- Are proficient in their programming language and debugging.
- Can design systems.
- Can optimize performance.
- Have experience in reviewing and testing code.
- Are proficient in database design

Surprisingly, formal education is not the deciding factor when it comes to what companies care about the most. People with computer degrees or certifications on a resume are not necessarily a first choice for hiring managers. Others that have years of experience even if those individuals are partially self-taught in the field stand to be taken seriously in the field.   For those individuals with a passion to learn and master a skill, there are ample opportunities with smaller to mid-sized companies.

Some interesting FAQ’s from the study:

    On average, developers know 4 languages, and they aspire to learn 4 more.
    Younger developers between 18 and 24 plan to learn 6 languages.
    Folks older than 35 only plan to learn and additional 3 languages.
    The top languages developers said they will learn were, Go, Python, Scala, Kotlin, and Ruby.
    There is a large gap between employers seeking developers that know React than there are folks that can do it.

So, Why Learn Python?
It is now the most popular introductory teaching language in U.S. universities.  Python is easy to use, powerful, and versatile, making it a great choice for beginners and experts alike. It allows you to think like a programmer and not waste time understanding difficult syntax that other programming languages can command. And, because of its rapid growth, many developers contribute to the Python community and share Python libraries making creativity that much more a reality

One of the biggest challenges in pursuing a career in software development is to figure out which language you want to work. In addition to commonly used software programming languages like C, C++, C# and Java a lot of new programming languages such as Python, Ruby on Rails have surfaced especially because they are used by a lot of consumer based start-ups these days.

It could then be a daunting task to figure out the technical language you should learn which helps you prosper in a software engineering career no matter the technology advancements that happen in the marketplace. Learning a fundamental and universal language like C# could be a great start to your career as the language is very mature and extensively used by companies large and small

What is C#

Similar to Java, C# is a multi-paradigm, object oriented language developed by Microsoft. C# is intended for use in developing software components meant to be deployed in distributed environments. So in essence, learning C# can enable you to write applications for large and complex server side systems that use sophisticated operating systems as well as compact mobile operating systems such as Android

Tech Life in Minnesota

Minnesota is one of the healthiest states, and has a highly rate of literacy. The state supports a network of public universities and colleges. It encompasses thirty two institutions in the Minnesota State Colleges and Universities System, as well as five major campuses of the University of Minnesota. According to U.S. News & World Report six of the private colleges rank among the nation's top 100 in liberal arts.
The key to efficient development is to make interesting new mistakes. Tom Love
other Learning Options
Software developers near Minneapolis have ample opportunities to meet like minded techie individuals, collaborate and expend their career choices by participating in Meet-Up Groups. The following is a list of Technology Groups in the area.
Fortune 500 and 1000 companies in Minnesota that offer opportunities for Machine Learning developers
Company Name City Industry Secondary Industry
The Affluent Traveler Saint Paul Travel, Recreation and Leisure Travel, Recreation, and Leisure Other
Xcel Energy Inc. Minneapolis Energy and Utilities Gas and Electric Utilities
Thrivent Financial for Lutherans Minneapolis Financial Services Personal Financial Planning and Private Banking
CHS Inc. Inver Grove Heights Agriculture and Mining Agriculture and Mining Other
Hormel Foods Corporation Austin Manufacturing Food and Dairy Product Manufacturing and Packaging
St. Jude Medical, Inc. Saint Paul Healthcare, Pharmaceuticals and Biotech Medical Devices
The Mosaic Company Minneapolis Agriculture and Mining Mining and Quarrying
Ecolab Inc. Saint Paul Manufacturing Chemicals and Petrochemicals
Donaldson Company, Inc. Minneapolis Manufacturing Tools, Hardware and Light Machinery
Michael Foods, Inc. Minnetonka Manufacturing Food and Dairy Product Manufacturing and Packaging
Regis Corporation Minneapolis Retail Retail Other
Fastenal Company Winona Wholesale and Distribution Wholesale and Distribution Other
Securian Financial Saint Paul Financial Services Insurance and Risk Management
UnitedHealth Group Minnetonka Financial Services Insurance and Risk Management
The Travelers Companies, Inc. Saint Paul Financial Services Insurance and Risk Management
Imation Corp. Saint Paul Computers and Electronics Networking Equipment and Systems
C.H. Robinson Worldwide, Inc. Eden Prairie Transportation and Storage Warehousing and Storage
Ameriprise Financial, Inc. Minneapolis Financial Services Securities Agents and Brokers
Best Buy Co. Inc. Minneapolis Retail Retail Other
Nash Finch Company Minneapolis Wholesale and Distribution Grocery and Food Wholesalers
Medtronic, Inc. Minneapolis Healthcare, Pharmaceuticals and Biotech Medical Devices
LAND O'LAKES, INC. Saint Paul Manufacturing Food and Dairy Product Manufacturing and Packaging
General Mills, Inc. Minneapolis Manufacturing Food and Dairy Product Manufacturing and Packaging
Pentair, Inc. Minneapolis Manufacturing Manufacturing Other
Supervalu Inc. Eden Prairie Retail Grocery and Specialty Food Stores
U.S. Bancorp Minneapolis Financial Services Banks
Target Corporation, Inc. Minneapolis Retail Department Stores
3M Company Saint Paul Manufacturing Chemicals and Petrochemicals

training details locations, tags and why hsg

A successful career as a software developer or other IT professional requires a solid understanding of software development processes, design patterns, enterprise application architectures, web services, security, networking and much more. The progression from novice to expert can be a daunting endeavor; this is especially true when traversing the learning curve without expert guidance. A common experience is that too much time and money is wasted on a career plan or application due to misinformation.

The Hartmann Software Group understands these issues and addresses them and others during any training engagement. Although no IT educational institution can guarantee career or application development success, HSG can get you closer to your goals at a far faster rate than self paced learning and, arguably, than the competition. Here are the reasons why we are so successful at teaching:

  • Learn from the experts.
    1. We have provided software development and other IT related training to many major corporations in Minnesota since 2002.
    2. Our educators have years of consulting and training experience; moreover, we require each trainer to have cross-discipline expertise i.e. be Java and .NET experts so that you get a broad understanding of how industry wide experts work and think.
  • Discover tips and tricks about Machine Learning programming
  • Get your questions answered by easy to follow, organized Machine Learning experts
  • Get up to speed with vital Machine Learning programming tools
  • Save on travel expenses by learning right from your desk or home office. Enroll in an online instructor led class. Nearly all of our classes are offered in this way.
  • Prepare to hit the ground running for a new job or a new position
  • See the big picture and have the instructor fill in the gaps
  • We teach with sophisticated learning tools and provide excellent supporting course material
  • Books and course material are provided in advance
  • Get a book of your choice from the HSG Store as a gift from us when you register for a class
  • Gain a lot of practical skills in a short amount of time
  • We teach what we know…software
  • We care…
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Interesting Reads Take a class with us and receive a book of your choosing for 50% off MSRP.