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Information Technology: Instructional Materials


Python for Machine Learning with Numpy, Pandas & Matplotlib

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Python for Machine Learning with Numpy, Pandas & Matplotlib, Learn to Code in Python and How to use NumPy, Pandas, Matplotlib and Seaborn by real time Machine Learning project. Are you ready to start your path to becoming a Data Scientist or ML Engineer? This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms! Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!


IIT Roorkee Offers 5-Month Online Course on Data Science & Machine Learning

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The Indian Institute of Technology (IIT), Roorkee is offering a five-month online course on data science and machine learning (ML). The course is conducted by Imarticus Learning in association with iHUB DivyaSampark to enable candidates to leverage data Science and ML for effective decision-making. Prof Sudeb Dasgupta, project director of iHUB DivyaSampark said in a press release, "We bring iHUB DivyaSampark's expertise in building outstanding programs with IITs and Imarticus' technical expertise to deliver an outstanding learning experience through a holistic approach. Together, we envision creating a skilled workforce for innovation and digital growth." For more information, go through the brochure.


Building a new developer workforce: How coding is helping an entire region retrain for the future

ZDNet

Damian Radcliffe is a digital analyst, journalist, and researcher with 20 years of experience. As Middle East nations look to pivot from petro-chemical to knowledge-based economies, skilling up the region's IT and tech workforce is growing in importance. While high-profile spending on infrastructure and startups tends to dominate the headlines, a number of efforts designed to build IT skills and capacity are also underway, with coding being one area seeing considerable investment. According to Salim Abid, Google's regional lead of developer ecosystem in MENA, Google trained more than 700,000 developers across MENA in 2021, 35% of whom were women. Participants were trained by Googlers and Google Developer Experts; local experts that joined events organised by Google Developer Groups, Women Techmakers communities, Google Developers Students clubs and other local organisations.


Data Science & Deep Learning for Business 20 Case Studies

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Welcome to the course on Data Science & Deep Learning for Business 20 Case Studies! This course teaches you how Data Science & Deep Learning can be used to solve real-world business problems and how you can apply these techniques to 20 real-world case studies. Traditional Businesses are hiring Data Scientists in droves, and knowledge of how to apply these techniques in solving their problems will prove to be one of the most valuable skills in the next decade! "I'm only half way through this course, but i have to say WOW. It's so far, a lot better than my Business Analytics MSc I took at UCL. The content is explained better, it's broken down so simply. Some of the Statistical Theory and ML theory lessons are perhaps the best on the internet! "It is pretty different in format, from others.


DP-100 Azure Machine Learning in Python-Basic to Advance

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Machine learning workflow orchestration to automate model training, deployment, and management processes using python.


Google unveils the world's largest publicly available machine learning hub

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Google I/O 2022, Google's largest developer conference, kicked off with a keynote speech from Alphabet CEO Sundar Pichai. The keynote speech had major announcements including the launch of Pixel watch, updates on PaLM and LaMDA, advancements in AR and immersive technology etc. Let us look at the key highlights. "Recently we announced plans to invest USD 9.5 billion in data centers and offices across the US. One of our state-of-the-art data centers is in Mayes County, Oklahoma. I'm excited to announce that, there, we are launching the world's largest, publicly-available machine learning hub for our Google Cloud customers," Sundar Pichai said.


Learn the World's Most Popular Programming Language

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In 2022, the world's most popular programming language is one that has been around for decades. Python has stood the test of time by remaining massively scalable, eminently user-friendly, and so general-purpose it's trusted to build everything from websites to machine learning algorithms. If you want to learn to code, Python is a great place to begin. And The Complete 2022 Python Programmer Bundle can help you get started. This eight-course bundle takes a broad approach to Python, starting you with the basics before delving into a number of specific use-cases.


How new-age tech courses and careers are redefining the future of jobs

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New-age careers like cloud reliability engineer, Artificicial Intelligence (AI) architect, malware analyst, digital transformation specialists and many others have taken the job market by storm. These choices have been fuelled by tech courses like Data Science, DevOps, Cloud Computing, AI and and Machine Learning, Cybersecurity resulting in a huge demand for online certifications from ed-tech platforms who have collaborated with distinguished educational institutions. But is this change here to stay and what is its impact? The online education market is expected to touch Rs 360 billion by 2024, up from Rs 39 billion, according to a recent report by data firm'Research and Markets.' With a futuristic approach, DevOps as a system encompasses everything from organization to culture, processes, and tools and its adoption is growing rapidly.


Start your cloud career with 47 DevOps courses for $60

ZDNet

The following content is brought to you by ZDNet partners. If you buy a product featured here, we may earn an affiliate commission or other compensation. The future of work is in the cloud. That's not just true if you work among the server stacks in highly technical fields. Social media giants, video game developers and brick and mortar businesses alike all rely on cloud computing in different ways.


Complete Deep Learning In R With Keras & Others

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This course covers the main aspects of neural networks and deep learning. If you take this course, you can do away with taking other courses or buying books on R based data science. In this age of big data, companies across the globe use R to sift through the avalanche of information at their disposal. By becoming proficient in neural networks and deep learning in R, you can give your company a competitive edge and boost your career to the next level! My name is Minerva Singh and I am an Oxford University MPhil (Geography and Environment) graduate.