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AWS Ramp-Up Guide: Machine Learning
Built for developers and data scientists (both aspiring and current), this AWS Ramp-Up Guide offers a variety of resources to help build your knowledge of machine learning in the AWS Cloud. It features free digital training, classroom courses, videos, whitepapers, certifications, and more.
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Explore all Machine Learning courses »Twitch Series: AWS Power Hour Machine Learning
Digital | 8 hoursLearn as AWS hosts and special guests demonstrate how to build apps with artificial intelligence (AI) services from AWS. Designed for developers without prior machine learning experience.
AWS Foundations: Machine Learning Basics
Digital | 30 minutesGet an overview of the concepts, terminology, and processes in the exciting field of machine learning.
Exam Readiness: AWS Certified Machine Learning - Specialty
Digital | 4.5 hoursPrepare for the AWS Certified Machine Learning – Specialty exam, which showcases your ability to design, implement, deploy, and maintain machine learning (ML) solutions.
The Machine Learning Pipeline
Classroom | 4 daysLearn how to use the machine learning (ML) pipeline to solve a real business problem in a project-based learning environment. Explore each phase of the pipeline and apply your knowledge to complete a project.
Build your foundation in data science and understand data readiness in the context of machine learning
Explore all Machine Learning courses »The Elements of Data Science
Digital | 8 hoursLearn to build and continuously improve machine learning models. Review problem formulation, exploratory data analysis, feature engineering, model training, tuning and debugging, as well as model evaluation and deployment.
Machine Learning Data Readiness
Digital | 60 minutesLearn how to determine data readiness and identify when to employ it as part of your ML process. Navigate three case studies using the KNIME Analytics tool.
Practical Data Science with Amazon SageMaker
Classroom | 1 dayLearn how to solve a real-world use case with machine learning and produce actionable results using Amazon SageMaker.
Exam Readiness: AWS Certified Machine Learning - Specialty
Digital | 4.5 hoursPrepare for the AWS Certified Machine Learning – Specialty exam, which showcases your ability to design, implement, deploy, and maintain machine learning (ML) solutions.
Learn how architecture, data, and storage support advanced machine learning modeling and intelligence workloads
Explore all Machine Learning courses »ML Building Blocks: Services and Terminology
Digital | 40 minutesThese two courses clarify both the machine learning stack and the terms and processes that help you build a solid foundation in machine learning.
Machine Learning Data Readiness
Digital | 60 minutesLearn how to determine data readiness and identify when to employ it as part of your ML process. Navigate three case studies using the KNIME Analytics tool.
Big Data on AWS
Learn about cloud-based big data solutions such as Amazon Elastic MapReduce (EMR), Amazon Redshift, Amazon Kinesis, and AWS data analytics services.
Twitch Series: AWS Power Hour Machine Learning
Digital | 8 hoursLearn as AWS hosts and special guests demonstrate how to build apps with artificial intelligence (AI) services from AWS. Designed for developers without prior machine learning experience.
Demystify machine learning, artificial intelligence, and deep learning
Explore all Machine Learning courses »AWS Foundations: Machine Learning Basics
Digital | 30 minutesGet an overview of the concepts, terminology, and processes in the exciting field of machine learning.
Introduction to AWS Machine Learning Services
Digital | 5 minutesExplore Amazon Machine Learning and Artificial Intelligence tools to enable capabilities across frameworks and infrastructure, machine learning platforms, and API-driven services.
Machine Learning for Business Challenges
Digital | 60 minutesBattletech download free. Machine learning can help you solve business problems in ways that weren't possible before—but you have to think big.
Demystifying AI/ML/DL
Digital | 45 minutesAfter taking this set of courses, you’ll understand how artificial intelligence (AI) led to machine learning (ML), which then led to deep learning (DL).
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Classes is a collective name for the seven playable characters available to the player in Diablo II and the expansion Diablo II: Lord of Destruction. Each class features a different model and animations, speech, skill set and breakpoints, but otherwise they all follow the same story and general game mechanics. The differences however, particularly the different skill setups, lead to very distinct playstyles that are often described in various builds.
Every class can also hire one of four different Hirelings available in the game to follow them through the game.
General Mechanics
All classes have a lot of features in common.
- There are four attributes: strength, dexterity, vitality and energy. Strength determines melee physical damage (very minor) and acts as a requirement for most gear. Dexterity determines ranged physical damage, Attack Rating and as a requirement for some weapons. Vitality determines life and stamina and energy determines mana.
- All characters have 30 skills spread across three different skill trees. All characters have unique skills that are not shared with any other character, even though some are quite similar to each other like Inferno and Arctic Blast.
- With the exception of some class-specific gear (one kind for each class) all characters can equip every type of item in the game provided they meet the item's stat requirements.
Classes
| Amazon | Assassin | Barbarian | Druid | Necromancer | Paladin | Sorceress | |
|---|---|---|---|---|---|---|---|
| Game | Classic | Expansion | Classic | Expansion | Classic | Classic | Classic |
| Skill Trees | Javelin and Spear Skills Passive and Magic Skills Bow and Crossbow Skills | Martial Arts Shadow Disciplines Traps | Warcries Combat Masteries Combat Skills | Elemental Shape Shifting Summoning | Summoning Spells Poison and Bone Spells Curses | Defensive Auras Offensive Auras Combat Skills | Cold Spells Lightning Spells Fire Spells |
| Minions | One at a time | One at a time | None | Several | Many | None | None |
Class Characteristics
Though there are many unconventional builds that can use weird skill and gear combinations, the most popular builds typically fit the archetype and intended function of the class.
The Amazon is a warrior who fights with the bow or spear. The strongest builds are the ranged ones that utilize the bow, crossbow or javelin, while the spear builds are more risky due to the lack of a shield and the added protection it would bring. The attacks themselves are either fire or cold attacks for the bow and crossbow, or lightning and poison attacks for the spear and javelin. Both focuses also allows for pure physical attack skills. The passive abilities either augment the attack skills of the Amazon - whether ranged or melee - or provide ways for her to keep enemies off her, such as Decoy and Valkyrie.
The Assassin uses a distinct mechanic in the Martial Arts tree that involves charge up moves and finishing attacks: the Assassin can power up with up to three charges and release the charges with various finishing moves for a host of different effects. The Shadow tree contains passive abilities, such as a skill that allows the Assassin to block attacks with claw weapons instead of a shield, and the ability to create a duplicate of the Assassin that can utilize her skills. The Trap tree allows the Assassin to throw deadly projectiles, including blades and bombs, and also includes several fire and lighting sentries that work much like the skills of the Sorceress but originating from a thrown stationary item rather than a spell.
The Barbarian is the heaviest melee class with many melee skills and passive abilities for survivability. The Barbarian is the only class who can dual wield melee weapons (apart from an Assassin using claw weapons). The Combat Skills contains the attack skills, and allows for specialization in either one weapon (either two-handed or with a shield), two weapons or two throwing weapons. The Masteries tree contains exclusively passive skills that boost both offensive and defensive stats of the Barbarian, and the Warcries are temporary buffs the Barbarian can apply to himself and allies. Any number of warcries can be active at one time, further boosting the Barbarian's ability to boost his own stats as well as managing monsters.
The Druid requires the most specialization of all classes, as each of his trees provide for unique play mechanics. Elemental makes him a caster that creates earthquakes, hurricanes and other spells based on nature. The Shape Shifting tree allows him to become either a Werewolf based on speed or Werebear based on power, and makes him a dangerous melee combatant. The Summoning tree allows him to summon wolves, crows, a bear, creeping vines, and several spirits that provide buffs similar to the Paladin's auras.
The Necromancer is a pure caster focusing on the dead. Dying light - vintage gunslinger bundle. In the summoning tree he can raise skeletons, create golems and revive dead enemies, while the Poison and Bone path makes him a more direct damage caster with poison and magic abilities. Curses are debuffs that can be cast on enemies to create a host of effects, such as increasing their damage taken and slowing them down.
The Paladin is a holy warrior and the second focused melee class. He excels while using a shield. He can use one aura at a time that provides a persistent bonus to him and his party members. Defensive helps him survive attacks, while offensive boosts his ability to inflict damage. The combat skills tree serves a similar function to the Barbarian's combat skills, but the tree is broken up between melee skills, shield skills, and magic attacks.
The Sorceress is the second caster class who focuses exclusively on elemental attacks from the elements of fire, cold, and lightning. Each tree offers different benefits: fire provides high reliable damage, cold slightly less damage but also slows enemies, and lightning provides the highest potential damage but has a large damage variance. Each tree contains some support skills in addition to the multitude of attack skills she possesses.
Barre Class Amazon
| Official Classes | ||
|---|---|---|
| Diablo III | Barbarian • Crusader • Demon Hunter • Monk • Necromancer • Witch Doctor • Wizard | |
| Diablo II | Amazon • Assassin • Barbarian • Druid • Necromancer • Paladin • Sorceress | |
| Diablo I & Hellfire | Barbarian • Bard • Monk • Rogue • Sorcerer • Warrior | |
Amazon Class Action Lawsuit