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Programming Machine Learning : From Coding to Deep Learning
You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool.But where to start? It's easy to be intimidated, even as a software developer.The good news is that it doesn't have to be that hard.Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep learning system.Tackle the hard topics by breaking them down so they're easier to understand, and build your confidence by getting your hands dirty.Peel away the obscurities of machine learning, starting from scratch and going all the way to deep learning.Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular work.Take a hands-on approach, writing the Python code yourself, without any libraries to obscure what's really going on.Iterate on your design, and add layers of complexity as you go.Build an image recognition application from scratch with supervised learning.Predict the future with linear regression. Dive into gradient descent, a fundamental algorithm that drives most of machine learning.Create perceptrons to classify data. Build neural networks to tackle more complex and sophisticated data sets.Train and refine those networks with backpropagation and batching.Layer the neural networks, eliminate overfitting, and add convolution to transform your neural network into a true deep learning system.Start from the beginning and code your way to machine learning mastery.What You Need: The examples in this book are written in Python, but don't worry if you don't know this language: you'll pick up all the Python you need very quickly.Apart from that, you'll only need your computer, and your code-adept brain.
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The Medea Hypothesis : Is Life on Earth Ultimately Self-Destructive?
In The Medea Hypothesis, renowned paleontologist Peter Ward proposes a revolutionary and provocative vision of life's relationship with the Earth's biosphere--one that has frightening implications for our future, yet also offers hope.Using the latest discoveries from the geological record, he argues that life might be its own worst enemy.This stands in stark contrast to James Lovelock's Gaia hypothesis--the idea that life sustains habitable conditions on Earth.In answer to Gaia, which draws on the idea of the "good mother" who nurtures life, Ward invokes Medea, the mythical mother who killed her own children.Could life by its very nature threaten its own existence?According to the Medea hypothesis, it does. Ward demonstrates that all but one of the mass extinctions that have struck Earth were caused by life itself.He looks at our planet's history in a new way, revealing an Earth that is witnessing an alarming decline of diversity and biomass--a decline brought on by life's own "biocidal" tendencies. And the Medea hypothesis applies not just to our planet--its dire prognosis extends to all potential life in the universe.Yet life on Earth doesn't have to be lethal. Ward shows why, but warns that our time is running out.Breathtaking in scope, The Medea Hypothesis is certain to arouse fierce debate and radically transform our worldview.It serves as an urgent challenge to all of us to think in new ways if we hope to save ourselves from ourselves.
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Trespass Childrens/Kids Ultimately Waterproof Padded Jacket 2-3 Years Dark blue
- Outer Materials: 100% Polyester PVC Coating. - Filling Material: 100% Polyester. - Lining Material: 100% Polyester. - Lining: Sherpa Fleece. - Fabric: Woven. - Design: Faux Fur Trim, Logo. - Fabric Technology: Insulating, Tres-Shield, Windproof. - Coldheat Technology, Drawcord Hem, Padded, Taped Seam, Waterproof. - Cuff: Elasticated. - Neckline: Hooded. - Sleeve-Type: Long-Sleeved. - Hood Features: Detachable Hood, Lined. - Jacket / Coat Style: Parka. - Pockets: 2 Front Pockets, 1 Chest Pocket, Zip, 1 Inner Pocket. - Fastening: Button, Full Zip. - Waterproof Rating: 5000mm.. - UK size :11-12 Years, FR Size :11-12 years, ES Size : 11-12 Years , DE Size: 146-152, IT size: 11-12 Years, US & CA Size: 11-12 Years. - UK size :5-6 Years, FR Size :5-6 years, ES Size : 5-6 years , DE Size: 116, IT size: 5-6 Years, US & CA Size: 5-6 Years. - UK size :7-8 Years, FR Size :7-8 years, ES Size : 7-8 years , DE Size: 128, IT size: 7-8 Years, US & CA Size: 7-8 Years. - UK size :2-3 Years, FR Size :2-3 years, ES Size : 2-3 years , DE Size: 98, IT size: 2-3 Years, US & CA Size: 2-3 Years. - UK size :9-10 Years, FR Size :9-10 years, ES Size : 9-10 years , DE Size: 140, IT size: 9-11 Years, US & CA Size: 9-10 Years. - UK size :3-4 Years, FR Size :3-4 years, ES Size : 3-4 years , DE Size: 104, IT size: 3-4 Years, US & CA Size: 3-4 Years . - code: UTTP6194
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Learning, Training, and Development in Organizations
This scholarly book in SIOP’s Organizational Frontier series looks at research on enhancing knowledge acquisition and its application in organizations.It concentrates on training, design and delivery given the changing nature of work and organizations.Now that work is increasingly complex, there is greater emphasis on expertise and cognitive skills.Advances in technology such as computer simulations and web-based training are necessitating a more active role for the learner in the training process.In the broad context of the organization systems, this book promotes learning and development as a continuous lifelong endeavor.
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Is learning programming and software development very challenging?
Learning programming and software development can be challenging for some people, as it requires logical thinking, problem-solving skills, and attention to detail. However, with dedication, practice, and the right resources, it is definitely achievable. Breaking down complex concepts into smaller, more manageable parts and seeking help from online tutorials, courses, and communities can make the learning process easier and more enjoyable. Ultimately, the level of challenge will vary depending on the individual's background, experience, and learning style.
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Was the shortening of the training ultimately rejected?
Yes, the shortening of the training was ultimately rejected. The decision was made to maintain the original length of the training program in order to ensure that participants receive comprehensive and thorough instruction. This choice reflects a commitment to providing high-quality training and ensuring that participants are well-prepared for their roles.
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Does love ultimately prevail?
Love is a powerful force that can overcome many obstacles and challenges. While it may not always prevail in every situation, love has the ability to bring people together, heal wounds, and create positive change. Ultimately, the power of love lies in its ability to endure and persist, even in the face of adversity.
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Isn't everything ultimately irrelevant?
While it may seem that way at times, it's important to remember that everything holds some level of significance, whether it's in the grand scheme of the universe or in our personal lives. Each action, decision, and experience contributes to our growth and understanding of the world around us. Even if something may seem irrelevant in the moment, it can still have an impact on our lives and the lives of others. It's all about finding meaning and purpose in the things we do and the moments we experience.
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Effective Software Development for the Enterprise : Beyond Domain Driven Design, Software Architecture, and Extreme Programming
It’s a jungle out there. Delivering software solutions with predictable costs, time, scope, and quality has become more complicated than ever.Developers need to account for multiple moving targets, including often avoided but always relevant factors such as culture, people, and leadership.To effectively deal with these challenges, it’s necessary to rethink the entire delivery chain of modern software development.This book addresses all these topics, putting everything in perspective, from the potential awkwardness created by cultural differences to connecting code with business outcomes to make delivering quality solutions possible.As a software engineer who strives to be his best and challenge the status quo when building IT systems, author Tengiz Tutisani always wanted a book that would cover all of these elements from a developer’s perspective — so he wrote one.Effective Software Development for the Enterprise builds on advanced disciplines, methodologies, and techniques derived from domain-driven design, software architecture, and extreme programming.Its objective is to aid modern software engineers and solution architects in building and delivering high-quality solutions for an enterprise while meeting ambitious criteria:Meet users' expectationsDeliver solutions on time with no defectsCreate products that can scale-out horizontallySolutions should not require a dedicated production support teamAccelerate development paceDouble ROI per developer, team, and softwareYou will learn how to achieve these objectives in any engineering environment by developing solid strategies based on the industry's well-known, recognized, and proven patterns and principles.After reading this book, you will be ready to effectively deal with any and all challenges posed by today’s hyper-competitive, globally-diverse, fast-moving enterprise environment. Who This Book Is ForProfessional software engineers and solution architects, as well as those aspiring to become one.Additionally, software engineering leaders will benefit from reading it, as it will help them maximize their impact via successful software project deliveries.
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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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A Million Times We Cry : A Memoir of Loss, Grief, Depression, and Ultimately Hope
The day after she and her husband moved into their first home, Stacey Wempe's simple, ideal life in Saskatchewan was shattered. At daybreak, her aunt and uncle arrived at her new home to tell her that her twenty-two-year-old brother, Clinton, had been killed in a tragic accident a few hours earlier. Driving in thick fog to rescue his stranded girlfriend, he drove his truck into the side of a freight train traveling on a rarely used track.This random, tragic event propelled Stacey into a downward spiral of depression and anxiety that lasted years. Prolonged grief extended to postpartum depression after the birth of her son and daughter. Her despair led to marital stress, intensified by her mother and father losing their battles with cancer. In the face of overwhelming sorrow, she struggled to move on but knew she had no alternative.A Million Times We Cry is Stacey's uplifting story of her fight to regain control of her life, find hope and joy, and move past her anguish. Seeking therapeutic intervention and subsequently displaying bravery and persistence, she embarked on a journey to become a Fearless Living life coach.Ultimately, Stacey confronted the very things she had evadedher fears, anguish, and insecuritiesand embraced herself and her existence.Drawing upon her life's lessons and life-coach training, Stacey reveals her raw and poignant emotional healing journey that led to a life filled with hope and happiness. Her concluding insights into how others can start their journey to discover healing, hope, and joy are profoundly inspiring.
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The Red Ribbon : 'Captivates, inspires and ultimately enriches' Heather Morris, author of The Tattooist of Auschwitz
'Captivates, inspires and ultimately enriches' Heather Morris, author of The Tattooist of AuschwitzNominated for the CILIP CARNEGIE MEDAL 2019Rose, Ella, Mina and Carla.In another life we might all have been friends together.But this was Birchwood. For fans of The Diary of Anne Frank and The Boy in the Striped Pyjamas. As fourteen-year-old Ella begins her first day at work she steps into a world of silks, seams, scissors, pins, hems and trimmings.She is a dressmaker, but this is no ordinary sewing workshop.Hers are no ordinary clients. Ella has joined the seamstresses of Birkenau-Auschwitz, as readers may recognise it.Every dress she makes could mean the difference between life and death. And this place is all about survival. Ella seeks refuge from this reality, and from haunting memories, in her work and in the world of fashion and fabrics.She is faced with painful decisions about how far she is prepared to go to survive.Is her love of clothes and creativity nothing more than collaboration with her captors, or is it a means of staying alive?Will she fight for herself alone, or will she trust the importance of an ever-deepening friendship with Rose?One thing weaves through the colours of couture gowns and camp mud - a red ribbon, given to Ella as a symbol of hope.
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'Ultimately or in the end?'
Ultimately, refers to the final result or conclusion of a process or situation. It implies that after considering all factors and possibilities, a decision or outcome has been reached. In the end, also refers to the final result or conclusion, but it may imply a sense of closure or resolution after a series of events or actions. Both phrases convey the idea of reaching a final point or outcome, but "ultimately" may emphasize the overall conclusion, while "in the end" may emphasize the culmination of a process or journey.
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Are women ultimately just selfish?
No, women are not ultimately just selfish. Like all individuals, women have a range of motivations and behaviors that are not solely driven by selfishness. Women, like men, are capable of empathy, compassion, and selflessness. It is important to recognize and appreciate the diversity of experiences and characteristics within the female population, rather than making sweeping generalizations.
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Which programming languages are used in software development?
There are many programming languages used in software development, including popular languages such as Java, Python, C++, JavaScript, and Ruby. Each language has its own strengths and is used for different purposes in software development. For example, Java is commonly used for building enterprise-level applications, while Python is known for its simplicity and versatility. C++ is often used for system software and game development, while JavaScript is essential for web development. Overall, the choice of programming language depends on the specific requirements of the software being developed.
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What is the difference between software development and programming?
Software development is a broader term that encompasses the entire process of creating software, including planning, designing, testing, and maintaining software applications. Programming, on the other hand, refers specifically to the act of writing code to instruct a computer to perform certain tasks. While programming is a key component of software development, software development involves a more comprehensive approach that includes various stages beyond just writing code.
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