This course is designed to be accessible to brand new Python programmers but also worthwhile for more experienced Pythonistas who want to get started with AI and Natural Language processing. You do not any previous experience with Python or programming to be successful in this course. You can use a Windows or Mac computer to complete the course (or Linux for that matter). This course will cover the following: Setting up your development environment Downloading and installing Python Downloading and installing a free IDE to work with our code Installing the ChatBot package Customizing and training your ChatBot Sharing your ChatBot with the world

Build a solid foundation in Supervised, Unsupervised, and Deep Learning. Then, use these skills to test and deploy machine learning models in a production environment.

This course will help integrate the trinity of digital, data, and AI into a cohesive business strategy along with all the emerging technologies. The goal is to take a trip 10-15 years into the future so we can figure out what new businesses are worth creating in the present and what steps need to be taken today in your firms so they will thrive in this rapidly changing environment. If we understand how human behaviors and habits will change in the future, it will allow us to shape how technology needs to evolve. Get a deeper sense of how Data is used in the Ai Transformation of a company as well as the 16 existing data battlegrounds you can complete in. You will understand the Hero Position in Data Strategy and the Hero's Journey in Ai Transformation that allows you to measure success. You will re-evaluate your firm's competitive set through the lens of data battlegrounds. Post-COVID, we all need more sales leads so we can sell more, but how to do it when we can't even leave our homes? It is all about digital prospecting and trying to develop an online relationship with your target and it is not easy, but we will explain how marketing techniques like inbound marketing and new artificial intelligence capabilities found in popular CRM systems like Hubspot and Salesforce, allow you to get and convert more leads by carefully managing sales funnel in the pre-sale (marketing), sale, and post-sale (service) stages. Build your AI-muscle and develop your AI-flexibility. We will put you in the shoes of the CEO's of the world's leading firms and ask you to decide how to deal with multiple AI opportunities and threats related to AI, Machine Learning, Natural Language Processing, Computer Vision, Robotics, Drones, Augmented Reality, Virtual Reality, Blockchain, Chatbots, Driverless Systems, etc. The future changes on a daily basis, however, if you can intelligently talk about the possibilities and anticipate the general direction, you will be leading the path and this will help you close that deal, get that interview, and land that contract. This Artificial Intelligence 101 for Business will also provide a number of frameworks to simplify the complexity surrounding the design and implementation of AI/Digital/Data initiatives and related technologies. Please make sure to see all the free videos I have left open for you to sample before buying as I want to make sure that you buy with confidence and that this course is in line with your expectations. I really do want this to be a 5-star experience for you, and if you have any questions or doubts about the course before buying it, feel free to write to me at [email protected] - I usually respond within 48-hours.

Goal-Oriented Action Planning (GOAP) is an AI architecture that provides game characters with the ability to select goals and make plans to achieve those goals based on the state of the environment and available resources.  It can be used across a wide range of game genres from first-person shooters to real-time strategies, to develop intelligent characters capable of making smart decisions without the need for large finite state machines.   The codebase is deceptively simple and yet logical, reusable and extremely powerful.  The library is written in C# and implemented in Unity V.2019 , however will easily port to other applications. In this course, Penny demystifies the advanced AI technique of GOAP used for creating believable and intelligent game characters in games using her internationally acclaimed teaching style and knowledge from over 25 years working with games, graphics and having written two award-winning books on games AI. Throughout, you will follow along with hands-on workshops designed to take you through every step of putting together your own GOAP API.  You will build the entire GOAP library from the ground up while building a hospital simulation scenario in parallel, to test the API as you go. Learn how to program and work with: A GOAP Library and API that's reusable across a wide range of game projects. Goals, Actions, States and Beliefs that define the state of the game environment, what individual characters want to do and how they understand their world. Navigation Meshes and Agents that provide advanced path planning and navigation capabilities for characters. Dynamic Building of NavMeshes to allow for the repositioning of resources in the environment. Inventories for each character for use in completing tasks that satisfy character goals. The Unity UI system to move draggable resources into a game environment. Contents and Overview Throughout the course, you will follow along while a GOAP library and API are constructed from the ground up, to allow you intimate knowledge of the codebase.  Alongside this, a simple hospital simulation will be constructed to test out the functionality of the library as it is put together.  The simulation will also rely on Unity's NavMesh System for navigation and path planning. The course begins with an overview of Unity's NavMesh System and covers the basic functionality needed for the hospital simulation.  It then goes on to cover the concept of GOAP, where students will discover how goals, actions and plans interact.  A planner will be constructed that dynamically builds each character's sequence of actions, based on what they believe their goals are while in the simulation. Following this, inventories will be introduced and developed to hold resources for individual characters.  The resources in the inventories will be required for plan completion and also assist in directing a character's navigation around the environment.  This will then build to the design of more complex behaviours in which two characters must collaborate to complete a plan. As the course continues, more characters with differing roles will be added and dynamically created and resources will be added and removed to develop a complex simulation.  By the end of the course, students will have a hospital simulation with patients, nurses, doctors and janitors each with their own roles, goals, actions and required resources. Although this course is not about building a completed game, a final section will provide some further knowledge on Unity development and examine methods for interacting with the environment such as: dragging and dropping items, dynamic NavMesh baking, user interface creation and camera movement to provide students with some direction on how such a simulation could be turned into a game. At the completion of this course, students will have a fully-fledged GOAP library and API that they can reuse in their own game projects to provide game characters with complex intelligent behaviours. What students are saying about Penny's courses: Turns out, the hardest part of this course for me is finding the words to describe how glad I am to have enrolled in it. I honestly love Hollistic's teaching approach and I've never learned so much within a few hours about coding effectively with such detailed explanations! Penny is an excellent instructor and she does a great job of breaking down complex concepts into smaller, easy-to-understand topics.

*** AS SEEN ON KICKSTARTER *** Learn key AI concepts and intuition training to get you quickly up to speed with all things AI. Covering: How to start building AI with no previous coding experience using Python How to merge AI with OpenAI Gym to learn as effectively as possible How to optimize your AI to reach its maximum potential in the real world Here is what you will get with this course: 1. Complete beginner to expert AI skills – Learn to code self-improving AI for a range of purposes. In fact, we code together with you. Every tutorial starts with a blank page and we write up the code from scratch. This way you can follow along and understand exactly how the code comes together and what each line means. 2. Code templates – Plus, you’ll get downloadable Python code templates for every AI you build in the course. This makes building truly unique AI as simple as changing a few lines of code. If you unleash your imagination, the potential is unlimited. 3. Intuition Tutorials – Where most courses simply bombard you with dense theory and set you on your way, we believe in developing a deep understanding for not only what you’re doing, but why you’re doing it. That’s why we don’t throw complex mathematics at you, but focus on building up your intuition in coding AI making for infinitely better results down the line. 4. Real-world solutions – You’ll achieve your goal in not only 1 game but in 3. Each module is comprised of varying structures and difficulties, meaning you’ll be skilled enough to build AI adaptable to any environment in real life, rather than just passing a glorified memory “test and forget” like most other courses. Practice truly does make perfect. 5. In-course support – We’re fully committed to making this the most accessible and results-driven AI course on the planet. This requires us to be there when you need our help. That’s why we’ve put together a team of professional Data Scientists to support you in your journey, meaning you’ll get a response from us within 48 hours maximum.

This course is an exploration of the technology and philosophy that will shape the next 20 to 30 years. We'll develop our big picture understanding of where the world is going and when. The course will also challenge us to ask some of the deepest questions that we'll be faced with in the near future; who are we? what do we want? and how can we create what we want? Here's a breakdown of the course's sections: Section 1: Getting Started In the first section we start by gaining a fundamental understanding of what technology and philosophy are and why it's important that we bring them together. Section 2: 6 D's of Exponential Growth This section covers the pace and qualities of technology growth. People often say that you can't predict the future, which is somewhat true, but we can definitely build a framework for understanding our direction more accurately. Section 3: Technologies & Trends In the last section we cover the technologies and trends that will likely have the biggest impacts in the next 20 to 30 years. By getting a feel for these and how they come together, we'll build more clear vision for the future. Here are some of the topics included: Nanotechnology - How will the shrinking of our technology change our tools and our world? Artificial Intelligence - A.I. will completely reshape our relationship with computers, our cities, and our daily lives. What will this look like and when? Immortality & Aging - For the first time in history, we have the chance to reprogram our biology away from aging and disease. What questions will this pose for us? What are the steps to defeating death? Internet of Things - What happens when the physical world comes online and becomes intelligent? Augmented & Virtual Realities - Our technology isn't something that only exists in the physical reality we're used to. With virtual and augmented reality, we're enhancing the real world and creating entirely new worlds.

Artificial Intelligence (AI) seems to be a unique technology of making a machine, a robot fully autonomous. AI is an analysis of how the machine is thinking, studying, determining, and functioning when it is trying to solve problems. These kinds of problems are present in all fields, the most emerging ones, and even beyond. The aim of Artificial Intelligence is to enhance machine functions relating to human knowledge, such as reasoning, learning, and problems along with the ability to manipulate things. For example, virtual assistants or chatbots offer expert advice. Smart robots or robot advisors will provide instant research or findings in the fields of finance, insurance, law, the media, and journalism, and medical diagnosis and support will be provided by AI software on the health front. Other advantages include increasing productivity dramatically in research and development programs by reducing time to the market, enhancing the transport and supply chain networks and improving governance by improved decision-making processes etc. Artificial Intelligence technology is aiding the following prominent fields for 2021 and many others: Website Creation - Artificial Intelligence tools can help to create websites and landing pages in merely minutes. App Creation - Artificial Intelligence tools can help to automate the whole concept of creating apps. Natural Language Processing (NLP) − This process is simulating the actual interaction with the computer that understands natural language spoken by humans. Expert Systems − Learners and users will be provided with guided information and advice on the computer or software. Vision Systems − Artificial Intelligence (AI) systems in 2021 can understand, explain and describe the computer's visual input to the ultimate core. Spoken Word or Speech Recognition − Many Artificial Intelligence (AI) based speech recognition systems are capable of listening, voicing and recognizing the user input - i.e. when a person speaks with them. Alexa, Siri and Google's assistant, are examples of this function. Machine Learning - Artificial Intelligence (AI) can help users to create and experiment with machine learning models and build data science applications in a flash. Video Creation - Artificial Intelligence (AI) can help to automate video production and cut high costs of hiring resources and team as everything is taken care of in the cloud. Python and Coding tools - Artificial Intelligence (AI) can help to automate writing lakhs of lines of code in python and even Java or PHP in minutes without the need for a human coder or even someone who will debug the code. Everything is automated in the concept of AI-powered programming. This mind-blowing exhaustive course titled "Artificial Intelligence Expert Certification" taught by Digital Marketing Legend Srinidhi Ranganathan and Civil MasterMind Saranya Srinidhi will change your perspective on the concept of Artificial Intelligence forever to rely on AI tools of the future for your needs. We will cover 100's of Artificial Intelligence (AI) tools that are highly popular in the following fields that include: Machine Learning, Deep Learning, Digital Marketing, Research, Analytics, Voice-cloning, Mind-Cloning, Video Creation, Virtual Reality (VR) based Artificial Intelligence tools etc. As you learn these AI tools you will understand that Artificial Intelligence has so much evolved in the last 2 to 5 years. You will also see the growth of the emergence of Artificial Intelligence (AI) tools across industries that have exploded and its impact on business and society that is emerging at a quick pace. In this incredible journey, you will also encounter businesses that are pushing the limits of automation, search and social media. As you slowly realize that with the brain of a computer, AI would potentially automate control in such sectors as self-employed vehicles and non-manned drones, you will be left spellbound. "Artificial Intelligence (AI) will not only reduce costs by automating processes but also skyrocket revenues by helping startups and corporates introduce new product and service categories at the fastest speed ever imagined with limited resources." But, will jobs die as automation takes over? Will AI will surpass human intelligence in 2021, itself? The answer to these questions is a "No". The development and eventual growth in AI apps helping in productivity will provide workers with a range of opportunities to improve their skills and concentrate on creative aspects. Stating additional forecasts, disruptive market trends are highly likely to occur in the AI Expansion period (i.e. 2025-2030), the opportunity for employment would require a high degree of personalization, innovation or ability tasks which will still require a person to perform them (even though the AI robotic tools have actually speeded up the process). These occupations or technologies are difficult to imagine at this stage, yet these occupations will rapidly increase as new specializations are required when the demand would kick in. The time is coming soon for a global Artificial Intelligence (AI) revolution to strongly emerge. Okay. Let's start learning and go on an adventure in Artificial Intelligence. Enroll Now and I will see you inside. Let's rock this world with learning secretive tools. Don't waste any more time. Special Note: Several Artificial Intelligence (AI) coding tools will be taught in the course. Most of the tools will be free and also paid alternatives will be covered. You can choose the best tools according to your requirements with the correct features during usage.

What is this 2021 Website Design course all about? Website design is the art and science of building the look, feel, and how a website functions in a nutshell. This course is having clear, concise, and easy to use website design technologies and will ultimately lead to a better user experience for your custom audience or clients. There are many aspects of successful website design like HTML, colors, layouts, text size, graphics, and so much more. But, this course is a huge differentiator in the design field as it uses artificial intelligence-based website design state-of-the-art technologies that are covered nowhere in the world. If you've been wondering how to learn website design, you've come to the right place - after all. Why website design is needed for a successful online presence? Having a good website is the backbone of every business and to achieve this successful feat, typically we need website design developers, content marketers, SEO specialists, etc. in an organization. But, some website design developers charge a lot of money outside in the market and other freelancing marketplaces to design websites using content management platforms like WordPress CMS. In fact, tools like Bookmark in website design will help advance your web-design career, altogether. This course is both a beginner's website design course and an advanced course for web developers. Jobs in Website Design in 2021: According to Glassdoor, you can expect an average salary of $64,468 in the United States for doing website design. As your experience grows in website design all the time, you can expect to see higher salary ranges in the upcoming future. For example, you can expect an average Junior Website Designer to make around $62k in the United States alone and Rs. 2-3 Lakhs in India. As a Front End Website Design Developer, you can expect to make over $90k abroad. Introduction to the website design course powered by Artificial Intelligence technology: In the beginning website, design developers and designers designed websites using HTML. Soon, the internet was formless and empty, darkness was over the surface of the deep web, and the Spirit of Code was hovering over the pinnacle of utmost ignorance. We’ve come a long way from that time. The internet is still a dark, dreadful place, but it’s much more stylish, sophisticated, and amazing now. Website Design has grown exponentially in scale and sophistication over the last few years, thanks to new Artificial Intelligence-based website creation tools that are dominating the digital marketing industry. The technology is still in its infancy stage, however - but machine learning is enabling artificial design intelligence (ADI) to understand creative rules and apply them independently and in an intuitive and more attractive way - for that matter. Artificial design technology will soon be advanced enough to automate a lot of web design work in the near future too. New thought leaders would emerge and new courses like this would serve to be game-changers in the artificial intelligence-powered digital marketing space. This game-changing course titled "Artificial Intelligence in Web Design Certification" taught by Digital Marketing Legend "Srinidhi Ranganathan" will cover artificial intelligence tools in website, chatbot design, and analytics in website design which will help you to create a website in merely minutes in 2021. I will teach you to easily create websites in the fastest time possible using advanced website design tools or design techniques and customize your site look and feel according to your requirement in a simple drag-and-drop timeline by talking to chatbots. Why learn this artificial intelligence game-changing course on website design and how is this a differentiator? This website design course can change your life as a web developer or marketer. With no coding experience, you can create amazing looking websites and pave the path for unlimited designs and interchange content and play god using artificial intelligence tech. This course will save you a ton of time when it comes to creating websites without using any expensive website design tool and without using complex tools like WordPress etc. You do not even need to outsource websites to other agencies ever again as you can do it yourself now in minutes. About Bookmark - The 2021 Artificial Intelligence Based Website Design Builder Bookmark is an AI-powered website builder to help you design amazing websites at lightning speed. Bookmarks AI software AiDA (Artificial Intelligence Design Assistant) - The algorithm behind the website design empowers the non-technical entrepreneur and small business owner with the ability to instantly create an exceptional website that one can be proud of. AiDA eliminates up to 90% of the pain points associated with website design and creation by building a brand new, striking website in less than 30 seconds and then simply walks the user through the process of editing content and design. AiDA's features taught in the course comprises automatically moving the mouse cursor to aid in the website design process and instant change of website design style and fonts in a matter of minutes. The question is "Are you ready to get into action and embrace the power to leverage artificial intelligence in website design using AiDA?”. If yes, plunge into action right away by signing up NOW. All the best to become an Artificial Intelligence Web-Design Creator.

My name is GP.  I used AI to classify brain tumors.  I have 11 publications on Pubmed.  I went to Cornell and taught at UCSF, NIH, Cornell University and Amherst College. We are offering LIVE HELP M-F 9-5 and also outside those hours when online. This course will be continually updated and we answer all questions. We will continue updating content based on both user demand and changes in machine learning and AI.  If you have taken a previous bootcamp but still are struggling, this course will fill in the holes and have you applying Python on lots of different projects.  You will learn faster by This is the only fullstack course that teaches you everything from basic frontend HTML to Python 3, Machine learning, Tensor Flow, and Artificial Intelligence / Recurrent Neural Networks! This is a large course, but it is still easy!  The secret to this course is that to learn rapidly, we present information in small steps, so that no one step seems difficult.  Of course, there are lots of steps, so the knowledge builds fast, but its on a very strong foundation. This is the definitely the most advanced yet simple Python fullstack course online.  There is no other course ANYWHERE that goes as far into Data Science and Machine learning/ Artificial Intelligence as a stand alone topic, let alone with a FULLSTACK Python course preceding the data science.  We can literally take someone with no programming experience and have them doing AI programs in about 2 weeks (or faster if they study daily).  Whether you have never programmed before, already know basic syntax, or want to finally advance your skillset, this course is for you! In this course we will teach you HTML, CSS, Bootstrap, Javascript, jQuery and Python 3. With over 170 lectures and more than 30 hours of video this course is extremely comprehensive We cover a wide variety of topics, including: HTML CSS Bootstrap (to make responsive websites fast!) Javascript (to interact with users) jQuery (to further interact with users using clicks and mouseovers) Installing Python Running Python Code Strings External Modules Object Oriented Programming Inheritance Polymorphism Lists Dictionaries Tuples Sets Number Data Types Print Formatting Functions Scope args/kwargs Built-in Functions Debugging and Error Handling Modules File I/O Advanced Methods Decorators/ Advanced Decorators and much more! For Data Science / Machine Learning / Artificial Intelligence 1. Machine Learning 2. Training Algorithm 3. SciKit 4. Data Preprocessing 5. Dimesionality Reduction 6. Hyperparemeter Optimization 7. Ensemble Learning 8. Sentiment Analysis 9.  Regression Analysis 10.Cluster Analysis 11. Artificial Neural Networks 12. TensorFlow 13. TensorFlow Workshop 14. Convolutional Neural Networks 15. Recurrent Neural Networks Traditional statistics and Machine Learning 1. Descriptive Statistics 2.Classical Inference Proportions 3. Classical InferenceMeans 4. Bayesian Analysis 5. Bayesian Inference Proportions 6. Bayesian Inference Means 7. Correlations 11. KNN 12. Decision Tree 13. Random Forests 14. OLS 15. Evaluating Linear Model 16. Ridge Regression 17.  LASSO Regression 18. Interpolation 19. Perceptron Basic 20.  Training Neural Network 21. Regression Neural Network 22. Clustering 23. Evaluating Cluster Model 24. kMeans 25. Hierarchal 26. Spectral 27. PCA 28. SVD 29. Low Dimensional You will get lifetime access to over 180 lectures plus corresponding Notebooks for the lectures! This course comes with a 30 day money back guarantee! If you are not satisfied in any way, you'll get your money back. Learn Python and AI in the easiest possible way, so you can advance your career quickly and easily. Who is the target audience? Beginners who have never programmed before. People who took a programming bootcamp but are looking to apply that knowledge to build something other than very basic projects. Intermediate Python programmers who want to understand Artificial Intelligence Programming.

Ever wish you could harness the power of Deep Learning and Machine Learning to craft intelligent bots built for gaming? If you’re looking for a creative way to dive into Artificial Intelligence, then ‘Artificial Intelligence for Simple Games’ is your key to building lasting knowledge. Learn and test your AI knowledge of fundamental DL and ML algorithms using the fun and flexible environment of simple games such as Snake, the Travelling Salesman problem, mazes and more. 1. Whether you’re an absolute beginner or seasoned Machine Learning expert, this course provides a solid foundation of the basic and advanced concepts you need to build AI within a gaming environment and beyond. 2. Key algorithms and concepts covered in this course include: Genetic Algorithms, Q-Learning, Deep Q-Learning with both Artificial Neural Networks and Convolutional Neural Networks. 3. Dive into SuperDataScience’s much-loved, interactive learning environment designed to build knowledge and intuition gradually with practical, yet challenging case studies. 4. Code flexibility means that students will be able to experiment with different game scenarios and easily apply their learning to business problems outside of the gaming industry. ‘AI for Simple Games’ Curriculum Section #1 — Dive into Genetic Algorithms by applying the famous Travelling Salesman Problem to an intergalactic game. The challenge will be to build a spaceship that travels across all planets in the shortest time possible! Section #2 — Learn the foundations of the model-free reinforcement learning algorithm, Q-Learning. Develop intuition and visualization skills, and try your hand at building a custom maze and design an AI able to find its way out. Section #3 — Go deep with Deep Q-Learning. Explore the fantastic world of Neural Networks using the OpenAI Gym development environment and learn how to build AIs for many other simple games! Section #4 — Finish off the course by building your very own version of the classic game, Snake! Here you’ll utilize Convolutional Neural Networks by building an AI that mimics the same behavior we see when playing Snake.