Instructor Led Live Online
Self Learning + Live Mentoring
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The entire training includes real-world projects and highly valuable case studies.
IABAC® certification provides global recognition of the relevant skills, thereby opening opportunities across the world.
• History of Artificial Intelligence (AI)
• Five domains of AI
• Why AI now?
• Limitation of AI
Machine Learning Primer
Machine Learning core concepts, scalable algorithms, project workflow.
Objective Functions and Regularization
Understanding the Objective Function of ML Algorithms
Metrics, Evaluation Methods and Optimizers
Popular Metrics in Detail: R2 Score, RMSE, Cross-Entropy, Precision, Recall, F1 Score, ROC-AUC, SGD, ADAM
Artificial Neural Network
ANN in detail, Forward Pass and Back Propagation
Machine Learning Vs Deep Learning
Core difference b/w ML and DL from an implementation perspective
Python Programming Primer
Installing Python, Programming Basics, Native Data types
Class, Inheritance and Magic Functions
Python Classes, Inheritance Concepts, Magic Functions
Special Functions in Python
Overview, Array, selecting data, Slicing, Iterating, Array Manipulations, Stacking, Splitting arrays, Key Functions
Decorators and Special Functions
Decorators implementation with class
Context Manager ‘with’ in Python
Context Manager Application
Try and Catch block
Python Package Management
Bundling and export python packages
TensorFlow 2.0 Basics
TensorFlow core concepts, Tensors, core APIs
Concrete Functions, Data Types, Control Statements
Polymorphic Functions, Concrete Functions, Datatypes, Control Statements, NumPy, Pandas
Autograph eager execution
tf.function autograph implementation
Keras (TensorFlow 2.0 Built-in API) Overview
Sequential Models, configuring layers, loading data, train and test, complex models, callbacks, save and restore Neural Network weights
Building Neural Networks in Keras
Building Neural networks from scratch in Keras
Vectors, Matrices, Linear Transformation, Eigen Vectors, Matrix Operations, Special Matrices
Calculus – Derivatives: Calculus essentials, Derivatives and Partial Derivatives, Chain Rule, Derivatives of special functions
Probability Essentials: Probability basics and notations, Conditional probability, Essential Probability theorems for Machine Learning
Special functions: Relu, Sigmoid, SoftMax, Popular Loss Functions – Cross-Entropy, Quadratic Loss Functions
Deep Learning Network Concepts
Core concepts of Deep Learning Networks
Deep Dive into Activation Functions
Building simple Deep Learning Network
Tuning Deep Learning Network
Artificial Intelligence (AI) is no longer science fiction. It spreads rapidly across all industries and has a profound impact on all aspects of our existence. Whether you are an executive, a leader, an industry professional, a researcher or a student - understanding AI is paramount to your organization and our community and its impact and transformation potential.
Whether you have a technical background or not, this course is designed for those with no background or background in AI and no programming skills required. It is designed to give you an accurate understanding of AI, its applications, and cases across various industries. You will be familiar with terms like machine learning, deep learning, and neural networks.
Artificial Intelligence is the new science of the century. The characteristic features governing the human mind, being evident in machines, is an unprecedented possibility and has equally contributed to churning out new opportunities on a career front.
The Certified Artificial Intelligence Expert course mainly focuses on employing the knowledge of artificial intelligence into the organizational functions.
The AI foundation course ensures that an individual is well equipped in the following areas:-
Machine Learning Primer
Advanced Python For Deep Learning
Mathematics For Deep Learning
Tensorflow For Deep Learning
Deep Learning Foundation
Basic knowledge of AI and Machine Learning.
Knowledge and skill on Python programming.
Individuals who aspire to enter the field of AI.
Professionals who work in the Machine Learning job roles.
DataMites™ is an authorized institute by the International Association of Business Analytics Certifications (IABAC™) providing global data science certification courses
DataMites™ is founded by Data Science/Analytics Experts, who had deep roots in the industry in the USA and Europe for decades.
You benefit from course syllabus of DataMites™ as designed inline with job requirement in the current market
You can choose from flexible learning options: Traditional classroom, Live Virtual classroom and Self-learning.
DataMites™ has a dedicated Placement Assistance Team (PAT), which assists you to find the right data science job
If you are a worthy candidate, you can get an opportunity to work in global data science consulting projects
Artificial Intelligence (AI) is the application of computer systems and technology to replicate human-like problem-solving and decision-making abilities.
The term "artificial intelligence" was first introduced by John McCarthy, a professor emeritus of computer science at Stanford University.
AI finds applications in various fields, including robotics, healthcare, data security, gaming, finance, digital media, social media, travel, automotive industry, customer service, and facial recognition.
AI offers numerous benefits, such as increased efficiency in the workplace, minimal errors in results, reduced task completion time, multitasking capabilities, cost savings in complex activities, 24/7 availability, enhanced skills for individuals, vast market potential, and smarter decision-making.
Learning Artificial Intelligence is valuable due to its widespread adoption across industries, creating numerous career opportunities. Recent advancements like intelligent voice assistants, self-driving cars, and robotic process automation have increased the demand for AI and machine learning skills, making it a globally sought-after field with higher earning potential.
Artificial Intelligence Certification Training is open to anyone interested in learning AI, whether they are beginners or professionals. Part-time or external programs cater to engineers, marketing professionals, software and IT professionals. Regular AI courses typically require a basic high school level education.
Job opportunities after completing Artificial Intelligence Training include roles like Big Data Engineer, Business Intelligence Developer, Data Scientist, Machine Learning Engineer, Research Scientist, AI Data Analyst, Product Manager, AI Engineer, Robotic Scientist, and Data Analyst.
Learning Artificial Intelligence benefits from skills such as computer programming, statistics and probability, data modeling, data validation, and design. Non-technical skills such as critical thinking, curiosity, and a passion for math and science are also valuable.
Yes, freshers can definitely learn AI. Artificial Intelligence has become an increasingly popular field, and there are ample learning opportunities available for individuals with different levels of expertise, including beginners. Many educational institutions, online platforms, and training programs offer AI courses designed specifically for beginners. These courses provide a solid foundation in AI concepts, algorithms, and tools, allowing freshers to acquire the necessary skills to start a career in AI. It is important for freshers to have a strong interest in the field, a willingness to learn, and a dedication to continuous improvement to succeed in learning AI.
Yes, mastering Artificial Intelligence can be challenging, but with determination and interest, it is attainable. Success in AI depends on individual commitment and enthusiasm. The field of AI holds a promising future.
Job opportunities in AI and machine learning have seen a 75% increase in the last four years, and this trend is expected to continue. Pursuing a career in machine learning offers high-paying and in-demand job prospects. According to MarketsandMarkets, the global AI market is projected to grow at a CAGR of 39.7%, reaching USD 309.6 billion by 2026 from USD 58.3 billion in 2021.
DataMites™ provides flexible learning options from traditional classroom training, the latest virtual live classroom to distance course. Based on your location preference, you may have one or more learning options
This course is perfectly aligned to the current industry requirements and gives exposure to all the latest techniques and tools. The course curriculum is designed by specialists in this field and monitored and improved by industry practitioners on a continual basis.
All certificates can be validated with your unique certification number at IABAC.org portal. You also get candidate login at exam.iabac.org, where you can find your test results and other relevant validation details.
The results of the Exam are immediate if you take an online test at exam.iabac.org portal. The certificate issuance, as per IABAC™ terms, takes about 7-10 business days for e-certificate.
No, the exam fees are already included in the course fee and you will not be charged extra.
Course fee needs to be paid in one payment as it is required to block your seat for the entire course as well as book the certification exams with IABAC™. In case, if you have any specific constraints, your relation manager at DataMites™ shall assist you with part payment agreements
DataMites™ has a dedicated Placement Assistance Team(PAT), who work with candidates on an individual basis in assisting for the right Data Science job.
You get a 100% refund training fee if the training is not to your satisfaction but the exam fee will not be refunded as we pay to accreditation bodies. If the refund is due to your availability concerns, you may need to talk to the relationship manager and will be sorted out on case to case basis
DataMites™ provides loads of study materials, cheat sheets, data sets, videos so that you can learn and practice extensively. Along with study materials, you will get materials on job interviews, new letters with the latest information on Data Science as well as job updates.
Artificial Intelligence Certification holds significant importance due to the wide range of applications and uses of Artificial Intelligence in various industries. Companies worldwide are actively seeking experts in Artificial Intelligence who can contribute value to their organizations. Having Artificial Intelligence credentials can enhance career prospects in today's technologically advanced environment.
DataMites offers the following Artificial Intelligence Certifications:
The Artificial Intelligence Foundation Course is designed for beginners with a focus on providing a comprehensive understanding of AI fundamentals. The course covers topics such as AI principles, tools, techniques, and other foundational aspects.
The Artificial Intelligence Foundation Course has a duration of 2 months. Training sessions are conducted on both weekdays and weekends to accommodate different schedules.
The AI Foundation Course serves as an entry-level training program specifically designed for beginners to learn about artificial intelligence. Whether you have a technical background or not, this course aims to ensure that candidates gain a solid foundation in AI fundamentals.
Candidates interested in the AI Foundation Course should have a basic understanding of AI and Machine Learning concepts. Proficiency in the Python programming language can be an additional boon.
The AI Foundation Course is open to individuals, particularly beginners, who aspire to start a career in Artificial Intelligence or work in the field of Machine Learning.
DataMites™ is a globally recognized institute for Artificial Intelligence, accredited by the International Association of Business Analytics Certification (IABAC). Here's why you should choose DataMites:
The Artificial Intelligence Foundation Course Fee varies based on the course and training mode chosen. The range of fees is as follows:
The fee depends on the specific course and training format preferred.
DataMites offers classroom training, but currently only in Bangalore. However, if there is sufficient demand from applicants in other locations, classroom training can be organized based on the availability of other candidates in the same location.
DataMites ensures that trainers are highly qualified, certified professionals with extensive industry experience and expertise in the subject matter.
Flexi-Pass is a feature provided by DataMites for Artificial Intelligence Training. It allows you to attend sessions related to query resolution or revision for a period of 3 months.
Upon completion of the training, DataMites will issue an IABAC® certification, which is globally recognized for validating your skills in Artificial Intelligence
Yes, upon completing the AI Foundation Course, DataMites will provide you with a Course Completion Certificate.
For participation certificate issuance and booking the certification exam, you need to carry photo ID proofs such as a National ID card or driving license.
If you miss a session, you can contact your instructors and schedule a makeup class as per your availability. In the case of Artificial Intelligence Foundation Online Training, recorded sessions will be available for you to catch up on any missed content at your own pace.
Yes, DataMites offers a free demo class to provide you with an overview of the training process and give you an idea of what to expect.
Yes, DataMites has a dedicated Placement Assistance Team (PAT) that offers placement services upon completion of the course.
The DataMites Placement Assistance Team (PAT) assists applicants in various aspects related to starting their careers in Artificial Intelligence. Some of the services offered include job connections, resume creation, mock interviews with industry professionals, and guidance on interview questions.
DataMites follows a case study approach to learning, progressing from theory to hands-on practice, case studies, project implementation, and model deployment.
Absolutely! DataMites encourages participants to make the most of their training sessions. If you require further clarification or assistance, you can request additional support sessions.
DataMites accepts payments through various methods, including cash, net banking, checks, debit/credit cards (Visa, Mastercard, American Express), PayPal, and other online payment options.
The DataMites Placement Assistance Team(PAT) facilitates the aspirants in taking all the necessary steps in starting their career in Data Science. Some of the services provided by PAT are: -
The DataMites Placement Assistance Team(PAT) conducts sessions on career mentoring for the aspirants with a view of helping them realize the purpose they have to serve when they step into the corporate world. The students are guided by industry experts about the various possibilities in the Data Science career, this will help the aspirants to draw a clear picture of the career options available. Also, they will be made knowledgeable about the various obstacles they are likely to face as a fresher in the field, and how they can tackle.
No, PAT does not promise a job, but it helps the aspirants to build the required potential needed in landing a career. The aspirants can capitalize on the acquired skills, in the long run, to a successful career in Data Science.
IABAC Global Certifications
Comprehensive : Math, Stats, Machine Learning, Python, R, Tableau
8-month | 700 Learning Hours
Internship | Job Assistance
IABAC Global Certifications
Comprehensive: Computer vision, NLP,
Deep Learning, Reinforcement Learning
11-Month | 780 Learning Hours
Internship | Job assistance