4.7/5 
4.5/5- Probability Density
- Probability Distribution
- PDF PMF CDF
- Bernouli Distribution
- Poission Distribution
- Normal or Gaussian Distribution
- Uniform Distribution
- Esitmate
- Hypothesis Testing
- P Value
- Chi Square Test
- F Distribution and F Test
Course Preview
Artificial Intelligence Course Overview
Artificial intelligence (AI) has a wide range of applications and is a field that is quickly developing. This course offers a thorough introduction to data science and methods of artificial intelligence. It includes a wide range of subjects, such as computer vision, robotics, natural language processing, machine learning, deep learning, and AI applications. This certification course aims to give students a thorough understanding of AI practices, algorithms, and approaches as well as hands-on experience in putting AI solutions into practice.
Course objectives
The Artificial Intelligence course syllabus can be customized and altered according to the course's unique requirements and the instructor's area of expertise. Nevertheless, the following course goals are accomplished:
- Understand the fundamentals of artificial intelligence (AI) and its applications.
- Gain knowledge of various AI techniques, including machine learning, deep learning, and natural language processing.
- Learn programming languages and libraries commonly used in AI, such as Python and TensorFlow.
- Acquire skills in data preprocessing, feature engineering, and model selection for AI applications.
- Develop proficiency in building and training machine learning models for tasks such as classification, regression, and clustering.
- Explore deep learning algorithms and neural networks for advanced AI applications.
- Understand the ethical considerations and challenges associated with AI development and deployment.
- Apply AI techniques to solve real-world problems and develop practical AI solutions.
- Learn about AI research trends and stay up-to-date with the latest advancements in the field.
- Prepare for a career in artificial intelligence and demonstrate competence through certification.
Why Learn Artificial Intelligence?
Data Science & AI is the most popular & widely used technologies. Looks at these stats.
Data Science & AI Career Scope
Data Scientist and Data Analyst are employed by the world's leading companies. Discover the salary and skills of Data Scientist and Data Analyst.
Artificial Intelligence Course Key Features
- 10 Weeks of Intensive Live Training
- Learn from Microsoft MVPs
- Build real-world Projects
- Career Coaching
- Resume & Portfolio Building
- Job Assistance
Included in this Artificial Intelligence Certification Course
-
Live Sessions30 Classes
Advance Statistics
Deep Learning
Artifical Neural Networks
- Introduction of ANN
- Neuron
- Activation Function
- Neural Netwok Works
- Neural Network Learning
- Gradient Descent
- Back Propagation
- Forward Propagation
- Building ANN
Convolutional Neural Networks
- Introduction of CNN
- CNN Architecture
- ReLU Layer
- Pooling
- Flattening
- Building CNN
Recurrent Neural Networks
- RNN Introduction
- LSTM
- Building RNN
- Deep Boltzman Machine
Auto Encoders
- Introduction Auto Encoders
- Training Auto Encoders
- Sparse Auto Encoders
- Denoising Auto Encoders
- Contractive Auto Encoders
- Stacked Auto Encoders
- Deep Auto Encoders
- Pytorch
- Building Auto Encoders
Generative Adversarial Neural Networks
- Introduction GAN
- GAN Code
- Deep Reinforcement Learning
- Markov Decision Process (MDP)
- Q-Learning
- Deep Q-Learning
Transfer Learning
- Transfer Learning for Computer Vision
Natural Language Processing
- Introduction NLP
- Name Entity Recognition
- Text Classification
- Sentimental Analysis
- Semantic Analysis
- Topic Modeling
- Perceptron Model
- Text Generation with LSTM
- Transformers
- Attention Layer
- Long Text Classification with BERT
- Chatbots
Computaional Libraries
Tensor Flow V1 and V2
- Introduction
- Tensorflow Syntax
- Tensorflow Graph
- Variables and Placeholders
- Tensorflow Neural Network
- Tensorflow Regression
- Tensorflow Classification
- Tensorflow Serving
- Tensorflow Lite (TFLite)
Download CurriculumOur Students Reviews
"I found the ASP.NET Core Development course with Project was well worth my time and effort. The knowledge I gained, I feel more stronger and flexible in APS.NET technology. I want to say thanks to DotNetTricks and especially thanks to Mr. Shailendra Chauhan for his simple and effective technique of teaching. I strongly recommend DotNetTricks".
Anjum Touqeer
(Sr. Developer )
I have completed ASP.NET MVC & MEAN Stack 2 from DotNetTricks.My experience with Dot Net Tricks remains amazing. These training programs are equally good for experienced professionals & freshers.Mr. Shailendra sir is highly experienced and competent professional.During class, Mr. Shailendra gives his very best to answer each & every query raised. The course curriculum is designed according to industry standard & key concepts are discussed in details. his course is a blessing for working professions, whose need to upgrade their skills but doesn't have much time for self-learning. Thanks a million, Dot Net Tricks for the amazing learning experience.
Vijay Thakur
(Sr. Dot Net Developer )
I have attend the ASP.NET MVC 5 Development course with Project. I have four years of experience, even I wanted to brush-up myself, came to Mr. Shailendra Chauhan, whose training is Amazing, superb, simple understandable to others, Thank you Sir. And I aspect that Dot Net Tricks Provides Same quality of training in future.
Anurag Kumar rai
(Software Developer )
The online training in this course set a good foundation that can be applied practically. The online classes were brilliant and Mr. Shailendra took each class with lot of examples and explanations. his style of training was easily understandable and informative. The course was very useful for me to develop .net MVC, RAZOR framework and Web API applications. All sessions are interactive sessions, and Mr. Shailendra answered all the questions raised during the online training. The course fee is very nominal and the course really helps me in understanding the developing the .net Applications.
Emmanuel Job
(Sr. Consultant at The World Bank)
It was a very good experience to take training at Dot Net Tricks. I got what i wanted to learn in MVC. The project that we completed during the training was very helpful. Shailendra Sir's teaching method is awesome. He has In-depth knowledge of technology and is very cooperative.
sunil yadav
(Sr. Software Developer )
Frequently Asked Questions
Q1. Do you prepare me for the job interview?
Yes, we do. We will discuss all possible technical interview questions and answers during the training program so that you can prepare yourself for interview.
Q2. Do you provide training on latest technology version?
Yes we do. As the technology upgrades we do update our content and provide your training on latest version of that technology.
Q3. Do you provide any course material or live session videos?
Yes we do. You will get access to the entire content including class videos, mockups, and assignments through LMS.
Q4. Can I share my course with someone else?
In short, no. Check our licensing that you agree to by using Dot Net Tricks LMS. We track this stuff, any abuse of copyright is taken seriously. Thanks for your understanding on this one.
Q5. What If I miss my online training class?
All online training classes are recorded. You will get the recorded sessions so that you can watch the online classes when you want. Also, you can join other class to do your missing classes.
Q6. Who are your mentors?
All our mentors are highly qualified and experience professionals. All have at least 8-10 yrs of development experience in various technologies and are trained by Dot Net Tricks to deliver interactive training to the participants.
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