Machine Learning Training Classes in Grand Prairie, Texas
Learn Machine Learning in Grand Prairie, Texas 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 Grand Prairie, Texas: Machine Learning Training
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- RED HAT ENTERPRISE LINUX SYSTEMS ADMIN II
8 December, 2025 - 11 December, 2025 - Fast Track to Java 17 and OO Development
8 December, 2025 - 12 December, 2025 - Object-Oriented Programming in C# Rev. 6.1
17 November, 2025 - 21 November, 2025 - Introduction to Spring 6, Spring Boot 3, and Spring REST
15 December, 2025 - 19 December, 2025 - RED HAT ENTERPRISE LINUX SYSTEMS ADMIN I
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Blog Entries publications that: entertain, make you think, offer insight
No industry is as global as software development. Pervasive networking means that software developers can, and do, work from anywhere. This has led many businesses to hiring development subcontractors in other countries, aiming to find good development talent at lower prices, or with fewer hassles on entry into the US.
While this is an ongoing and dynamic equilibrium, there are compelling reasons for doing software development in the United States, or using a hybrid model where some parts of the task are parceled out to foreign contractors and some are handled locally.
Development Methodologies
The primary reason for developing software overseas is cost reduction. The primary argument against overseas software development is slower development cycles. When software still used the "waterfall" industrial process for project management (where everything is budgeted in terms of time at the beginning of the project), offshoring was quite compelling. As more companies emulate Google and Facebook's process of "release early, update often, and refine from user feedback," an increasing premium has been put on software teams that are small enough to be agile (indeed, the development process is called Agile Development), and centralized enough, in terms of time zones, that collaborators can work together. This has made both Google and Facebook leaders in US-based software development, though they both still maintain teams of developers in other countries tasked with specific projects.
Localization For Americans
The United States is still one of the major markets for software development, and projects aimed at American customers needs to meet cultural norms. This applies to any country, not just the U.S. This puts a premium on software developers who aren't just fluent in English, but native speakers, and who understand American culture. While it's possible (and even likely) to make server-side software, and management utilities that can get by with terse, fractured English, anything that's enterprise-facing or consumer-facing requires more work on polish and presentation than is practical using outsourced developers. There is a reason why the leaders in software User Interface development are all US-based companies, and that's because consumer-focused design is still an overwhelming US advantage.
Ongoing Concerns
The primary concern for American software development is talent production. The US secondary education system produces a much smaller percentage of students with a solid math and engineering background, and while US universities lead the world in their computer science and engineering curricula, slightly under half of all of those graduates are from foreign countries, because American students don't take the course loads needed to succeed in them. Software development companies in the United States are deeply concerned about getting enough engineers and programmers out of the US university system. Some, such as Google, are trying to get programmers hooked on logical problem solving at a young age, with the Summer of Code programs. Others, like Microsoft, offer scholarships for computer science degrees.
Overall, the changes in project management methodologies mean that the US is the current leader in software development, and so long as the primary market for software remains English and American-centric, that's going to remain true. That trend is far from guaranteed, and in the world of software, things can change quickly.
Disruptive technologies such as hand-held devices, cloud computing and social media are rattling the foundations upon which traditional businesses are built. Enterprise customers have grown smarter at ensuring the latest technological trends work in their favor. Everyone is trying to zero in on their core competencies by employing commodity services to run their business.
Likewise, enterprise application vendors need to zero in on their core competencies and enhance more value to the businesses of their clientele by leveraging standards-based commodity services, such as IaaS and PaaS, provided by leaders in those segments (e.g. Amazon EC2, Google Cloud Platform etc.).
What else enterprises need to do is learn to adopt new and emerging technologies such as cloud, utility and social computing to build on them to penetrate new market avenues.
New small and medium-sized entrants into the market are constantly challenging enterprises given their ability to rapidly turnaround and address the requirements of the customers in a cost-effective manner. Additionally, these new advancements also affect how enterprises create, deploy, and manage solutions and applications. If you take the example of Force.com, for instance, you find that it’s a common war zone for enterprise application vendors to furnish SME markets with their applications, with the new entrants mostly having an edge.
Let’s face it, fad or not, companies are starting to ask themselves how they could possibly use machine learning and AI technologies in their organization. Many are being lured by the promise of profits by discovering winning patterns with algorithms that will enable solid predictions… The reality is that most technology and business professionals do not have sufficient understanding of how machine learning works and where it can be applied. For a lot of firms, the focus still tends to be on small-scale changes instead of focusing on what really matters…tackling their approach to machine learning.
In the recent Wall Street Journal article, Machine Learning at Scale Remains Elusive for Many Firms, Steven Norton captures interesting comments from the industry’s data science experts. In the article, he quotes panelists from the MIT Digital Economy Conference in NYC, on businesses current practices with AI and machine learning. All agree on the fact that, for all the talk of Machine Learning and AI’s potential in the enterprise, many firms aren’t yet equipped to take advantage of it fully.
Panelist, Michael Chui, partner at McKinsey Global Institute states that “If a company just mechanically says OK, I’ll automate this little activity here and this little activity there, rather than re-thinking the entire process and how it can be enabled by technology, they usually get very little value out of it. “Few companies have deployed these technologies in a core business process or at scale.”
Panelist, Hilary Mason, general manager at Cloudera Inc., had this to say, “With very few exceptions, every company we work with wants to start with a cost-savings application of automation.” “Most organizations are not set up to do this well.”
When eCommerce companies want to optimize information security, password management tools enable users to create strong passwords for every login.
Better than a Master Pass
A two-factor authentication, a security process in which the user provides two means of identification, one of which is typically a physical token, such as a card, and the other of which is typically something memorized, such as a security code can drastically reduce online fraud such as identity theft . A common example of two-factor authenticationis a bank card: the card itself is the physical item and the personal identification number (PIN) is the data that goes with it.
LastPass 3.0 Premium and RoboForm, security downloads offer fingerprint-based authentication features that can be configured to any computer PC or mobile application. Both are supported by the Google Authenticator mobile app for smart phone and device integration.
LastPass 3.0 is most powerful on-demand password manager on the market. LastPass 3.0 Premium includes mobile support and more features. Dashlane 2.0 is is not as robust, but includes a user-friendly interface. F-Secure Key is a free, one-device version of these top competitors. F-Secure Key is for exclusive use on an installed device, so password safe retention is dependent on proprietary use of the device itself. The application can be upgraded for a small annual fee.
Password Manager App Cross-Portability
F-Secure Key syncs with Mac, PC Android, and iOS devices simultaneously. A transient code is generated on mobile devices, in addition to the two-factor authentication default of the F-Secure Key master password security product.
Password capture and replay in case of lost credentials is made possible with a password manager. Integration of a password manager app with a browser allows a user to capture login credentials, and replay on revisit to a site. Dashlane, LastPass, Norton Identity Safe, Password Genie 4.0 offer continuous detection and management of password change events, automatically capturing credentials each time a new Web-based, service registration sign up is completed.
Other applications like F-Secure Key, KeePass, and My1login replay passwords via a bookmarklet, supported by any Java-equipped browser. KeePass ups the ante for would be keyloggers, with a unique replay technology.
Personal Data and Auto-Fill Forms
Most password managers fill username and password credentials into login forms automatically. Password managers also retain personal data for form fill interfaces with applications, and other HTML forms online. The RoboForm app is one of the most popular for its flexibility in multi-form password and personal data management, but the others also capture and reuse at least a portion of what has been entered in a form manually.
The 1Password app for Windows stores the most types of personal data for use to fill out forms. Dashlane, LastPass, and Password Genie store the various types of ID data used for form fill-in, like passport and driver's license numbers and other key details to HTML acknowledgement of discretionary password and personal information.
The Cost of Protection
LastPass Premium and Password Box are the lowest monthly password manager plans on the market, going for $1 a month. Annual plans offered by other password manager sources vary according to internal plan: Dashlane $20, F-Secure Key $16, and Password Genie, $15.
All password manager companies and their products may not be alike in the end.
Security checks on security products like password managers have become more sophisticated in response to product cross-portability and open source app interface volatility. Norton, RoboForm, KeePass, generate strong, random passwords on-demand. Some security procedures now require three-factor authentication, which involves possession of a physical token and a password, used in conjunction with biometricdata, such as finger-scanningor a voiceprint.
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Tech Life in Texas
| 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 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.
- We have provided software development and other IT related training to many major corporations in Texas since 2002.
- 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…














