Project Management Training in Mesquite, Texas

Machine learning systems are equipped with artificial intelligence engines that provide these systems with the capability of learning by themselves without having to write programs to do so. They adjust and change programs as a result of being exposed to big data sets. The process of doing so is similar to the data mining concept where the data set is searched for patterns. The difference is in how those patterns are used. Data mining's purpose is to enhance human comprehension and understanding. Machine learning's algorithms purpose is to adjust some program's action without human supervision, learning from past searches and also continuously forward as it's exposed to new data.

The News Feed service in Facebook is an example, automatically personalizing a user's feed from his interaction with his or her friend's posts. The "machine" uses statistical and predictive analysis that identify interaction patterns (skipped, like, read, comment) and uses the results to adjust the News Feed output continuously without human intervention.

Impact on Existing and Emerging Markets

The NBA is using machine analytics created by a California-based startup to create predictive models that allow coaches to better discern a player's ability. Fed with many seasons of data, the machine can make predictions of a player's abilities. Players can have good days and bad days, get sick or lose motivation, but over time a good player will be good and a bad player can be spotted. By examining big data sets of individual performance over many seasons, the machine develops predictive models that feed into the coach’s decision-making process when faced with certain teams or particular situations.

General Electric, who has been around for 119 years is spending millions of dollars in artificial intelligence learning systems. Its many years of data from oil exploration and jet engine research is being fed to an IBM-developed system to reduce maintenance costs, optimize performance and anticipate breakdowns.

Over a dozen banks in Europe replaced their human-based statistical modeling processes with machines. The new engines create recommendations for low-profit customers such as retail clients, small and medium-sized companies. The lower-cost, faster results approach allows the bank to create micro-target models for forecasting service cancellations and loan defaults and then how to act under those potential situations. As a result of these new models and inputs into decision making some banks have experienced new product sales increases of 10 percent, lower capital expenses and increased collections by 20 percent.

Emerging markets and industries

By now we have seen how cell phones and emerging and developing economies go together. This relationship has generated big data sets that hold information about behaviors and mobility patterns. Machine learning examines and analyzes the data to extract information in usage patterns for these new and little understood emergent economies. Both private and public policymakers can use this information to assess technology-based programs proposed by public officials and technology companies can use it to focus on developing personalized services and investment decisions.

Machine learning service providers targeting emerging economies in this example focus on evaluating demographic and socio-economic indicators and its impact on the way people use mobile technologies. The socioeconomic status of an individual or a population can be used to understand its access and expectations on education, housing, health and vital utilities such as water and electricity. Predictive models can then be created around customer's purchasing power and marketing campaigns created to offer new products. Instead of relying exclusively on phone interviews, focus groups or other kinds of person-to-person interactions, auto-learning algorithms can also be applied to the huge amounts of data collected by other entities such as Google and Facebook.

A warning

Traditional industries trying to profit from emerging markets will see a slowdown unless they adapt to new competitive forces unleashed in part by new technologies such as artificial intelligence that offer unprecedented capabilities at a lower entry and support cost than before. But small high-tech based companies are introducing new flexible, adaptable business models more suitable to new high-risk markets. Digital platforms rely on algorithms to host at a low cost and with quality services thousands of small and mid-size enterprises in countries such as China, India, Central America and Asia. These collaborations based on new technologies and tools gives the emerging market enterprises the reach and resources needed to challenge traditional business model companies.

Fixing Copy and Paste for Remote Desktop

[May, 31, 2014] |
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From Brennan's Blog which is no longer up and running:

I use Remote Desktop all the time to work inside of my development systems hosted by Microsoft Virtual Server. I use the host system to browse the web for documentation and searches as I work and when I need to copy some text from the web browser I find many times the link between the host clipboard and the remote clipboard is broken. In the past I have read that somehow the remote clipboard utility, rdpclip.exe, gets locked and no longer allows the clipboard to be relayed between the host and the client environment. My only way to deal with it was to use the internet clipboard, cl1p.net. I would create my own space and use it to send content between environments. But that is a cumbersome step if you are doing it frequently.

The only way I really knew to fix the clipboard transfer was to close my session and restart it. That meant closing the tools I was using like Visual Studio, Management Studio and the other ancillary processes I have running as I work and then restarting all of it just to restore the clipboard. But today I found a good link on the Terminal Services Blog explaining that what is really happening. The clipboard viewer chain is somehow becoming unresponsive on the local or remote system and events on the clipboards are not being relayed between systems. It is not necessarily a lock being put in place but some sort of failed data transmission. It then goes on to explain the 2 steps you can take to restore the clipboard without restarting your session.

Use Task Manager to kill the rdpclip.exe process
Run rdpclip.exe to restart it

The clipboard communications should be restored. My clipboard is currently working because I just restarted my session to fix it, but I wanted to test these steps. I killed rdpclip.exe and started it and was able to copy/paste from the remote to the host system. The next time my clipboard dies I will have to check to see if these steps truly do work.

Java Memory Management

[Aug, 28, 2012] |
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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 */

iPhone vs Android vs Tablet?

[Jun, 18, 2012] |
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What are some of the software development headaches associated with iPhone vs Android development?

The Boss (hereafter referred to as TB), handed me this research assignment. Hey, I finally got a little bit of one ups man ship on TB.

This is a significant moment in my life. Like me, TB isn't really human. I know because neither of us seem to indulge in that luxury known as sleep. That makes it extremely difficult to have any sort of 'gotcha'. I'm dancing. I got one.

In the warp speed development cycles we are now facing, TB must have gone to sleep, which in human terms is known as a wink. (About a 40th of the second).
18 June 2012 Monday, 3:30 PM (15:30 HRS) UTC -8, in Los Angeles Microsoft is making a major tablet announcement, revealing its own hardware that is tablet-based. Do not be surprised if it entails a Hollywood Inc. focus.

Tech Life in Texas

Austin may be considered the live music capital of the world but the field of technology is becoming the new norm in the The Lone Star State. Home to Dell and Compaq computers, there is a reason why central Texas is often referred to as the Silicon Valley of the south. It?s rated third on the charts of the top computer places in the United States with a social learning and training IT atmosphere. Adding the fact that Austin offers fairly inexpensive living costs for students, software developers may take note as they look to relocate.

Everyone and everything around you is your teacher.~Ken Keyes

other Learning Options

Software developers near Mesquite 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.

Dallas - Big Data User Group · Dallas Large-Scale Production Engineering (LSPE) · Houston Recreational Computer Programming Group ·

Fortune 500 and 1000 companies in Texas that offer opportunities for Project Management developers

Company Name	City	Industry	Secondary Industry
Dr Pepper Snapple Group	Plano	Manufacturing	Nonalcoholic Beverages
Western Refining, Inc.	El Paso	Energy and Utilities	Gasoline and Oil Refineries
Frontier Oil Corporation	Dallas	Manufacturing	Chemicals and Petrochemicals
ConocoPhillips	Houston	Energy and Utilities	Gasoline and Oil Refineries
Dell Inc	Round Rock	Computers and Electronics	Computers, Parts and Repair
Enbridge Energy Partners, L.P.	Houston	Transportation and Storage	Transportation & Storage Other
GameStop Corp.	Grapevine	Retail	Retail Other
Fluor Corporation	Irving	Business Services	Management Consulting
Kimberly-Clark Corporation	Irving	Manufacturing	Paper and Paper Products
Exxon Mobil Corporation	Irving	Energy and Utilities	Gasoline and Oil Refineries
Plains All American Pipeline, L.P.	Houston	Energy and Utilities	Gasoline and Oil Refineries
Cameron International Corporation	Houston	Energy and Utilities	Energy and Utilities Other
Celanese Corporation	Irving	Manufacturing	Chemicals and Petrochemicals
HollyFrontier Corporation	Dallas	Energy and Utilities	Gasoline and Oil Refineries
Kinder Morgan, Inc.	Houston	Energy and Utilities	Gas and Electric Utilities
Marathon Oil Corporation	Houston	Energy and Utilities	Gasoline and Oil Refineries
United Services Automobile Association	San Antonio	Financial Services	Personal Financial Planning and Private Banking
J. C. Penney Company, Inc.	Plano	Retail	Department Stores
Energy Transfer Partners, L.P.	Dallas	Energy and Utilities	Energy and Utilities Other
Atmos Energy Corporation	Dallas	Energy and Utilities	Alternative Energy Sources
National Oilwell Varco Inc.	Houston	Manufacturing	Manufacturing Other
Tesoro Corporation	San Antonio	Manufacturing	Chemicals and Petrochemicals
Halliburton Company	Houston	Energy and Utilities	Energy and Utilities Other
Flowserve Corporation	Irving	Manufacturing	Tools, Hardware and Light Machinery
Commercial Metals Company	Irving	Manufacturing	Metals Manufacturing
EOG Resources, Inc.	Houston	Energy and Utilities	Gasoline and Oil Refineries
Whole Foods Market, Inc.	Austin	Retail	Grocery and Specialty Food Stores
Waste Management, Inc.	Houston	Energy and Utilities	Waste Management and Recycling
CenterPoint Energy, Inc.	Houston	Energy and Utilities	Gas and Electric Utilities
Valero Energy Corporation	San Antonio	Manufacturing	Chemicals and Petrochemicals
FMC Technologies, Inc.	Houston	Energy and Utilities	Alternative Energy Sources
Calpine Corporation	Houston	Energy and Utilities	Gas and Electric Utilities
Texas Instruments Incorporated	Dallas	Computers and Electronics	Semiconductor and Microchip Manufacturing
SYSCO Corporation	Houston	Wholesale and Distribution	Grocery and Food Wholesalers
BNSF Railway Company	Fort Worth	Transportation and Storage	Freight Hauling (Rail and Truck)
Affiliated Computer Services, Incorporated (ACS), a Xerox Company	Dallas	Software and Internet	E-commerce and Internet Businesses
Tenet Healthcare Corporation	Dallas	Healthcare, Pharmaceuticals and Biotech	Hospitals
XTO Energy Inc.	Fort Worth	Energy and Utilities	Gasoline and Oil Refineries
Group 1 Automotive	Houston	Retail	Automobile Dealers
ATandT	Dallas	Telecommunications	Telephone Service Providers and Carriers
Anadarko Petroleum Corporation	Spring	Energy and Utilities	Gasoline and Oil Refineries
Apache Corporation	Houston	Energy and Utilities	Gasoline and Oil Refineries
Dean Foods Company	Dallas	Manufacturing	Food and Dairy Product Manufacturing and Packaging
American Airlines	Fort Worth	Travel, Recreation and Leisure	Passenger Airlines
Baker Hughes Incorporated	Houston	Energy and Utilities	Gasoline and Oil Refineries
Continental Airlines, Inc.	Houston	Travel, Recreation and Leisure	Passenger Airlines
RadioShack Corporation	Fort Worth	Computers and Electronics	Consumer Electronics, Parts and Repair
KBR, Inc.	Houston	Government	International Bodies and Organizations
Spectra Energy Partners, L.P.	Houston	Energy and Utilities	Gas and Electric Utilities
Energy Future Holdings	Dallas	Energy and Utilities	Energy and Utilities Other
Southwest Airlines Corporation	Dallas	Transportation and Storage	Air Couriers and Cargo Services

training details locations, tags and why hsg

the hartmann software group advantage

why take Project Management with the hartmann software group?

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 Texas 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 Project Management programming
Get your questions answered by easy to follow, organized Project Management experts
Get up to speed with vital Project Management 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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Texas cities where we offer Project Management

·Odessa, Texas · Port Arthur, TX · Flower Mound · Wichita Falls, TX ·Pearland, Texas · Euless, TX ·College Station, Texas · New Braunfels, TX · Denton · McKinney, TX ·Dallas, Texas · Edinburg, TX ·Arlington, Texas · Garland, TX · Rowlett · Temple, TX ·Pharr, Texas · San Angelo, TX ·Galveston, Texas · Baytown, TX · San Marcos · Richardson, TX ·Austin, Texas · Pasadena, TX ·Mesquite, Texas · Corpus Christi, TX · San Antonio · Allen, TX ·North Richland Hills, Texas · Plano, TX ·Amarillo, Texas · El Paso, TX · League City · Mission, TX ·Irving, Texas · Waco, TX ·Conroe, Texas · Carrollton, TX · Killeen · McAllen, TX ·Tyler, Texas · Lubbock, TX ·Brownsville, Texas · Midland, TX · Missouri City · Bryan, TX ·Longview, Texas · Houston, TX ·Laredo, Texas · Cedar Park, TX · Lewisville · Fort Worth, TX ·Frisco, Texas · Beaumont, TX ·Sugar Land, Texas · Grapevine, TX · Harlingen · Round Rock, TX ·Abilene, Texas · Grand Prairie, TX ·Victoria, Texas