- 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 Certification Course
Live Online Course
30 Sessions
Live Classes
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.
Tools and Technologies Covered
Python
Math Problems
Logic Building
Code Debugging
Anaconda
Code Debugging
Advanced Statistics
Spider
Tensor flow
NLP
Transformer
Open CV
GitHub
Interview Prep
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 Training
- 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)
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12 months unlimited access to the course.
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Frequently Asked Questions
Q1. Can I Attend a Demo Session before Enrolment?
Yes, you can Attend a Demo Session before Enrolment in angular certification course. It gives you the opportunity to assess whether the training program aligns with your learning objectives. So, don't hesitate! Take advantage of this opportunity and attend a demo session before making your decision.
Q2. Can I request for a support session if I need to better understand the topics?
Yes, of course you can request for a support session if you need to better understand the topics. For that, you need to be in touch with the counsellor. Contact on +91- 999 9123 502 or you can mail us at hello@scholarhat.com
Q3. Do you offer certificate of completion?
Yes. The certificate is valid and can be used for interviews. Additionally, the student can register for the .Net Certification exam after completion of this course.
Q4. 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.
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. 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.
Q7. 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.
Q8. 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.
Q9. 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.
Q10. Will I get placement assistance after receiving my course completion certificate?
Yes, you’ll get placement assistance after receiving your course completion certificate. The placement assistance provided by the US will guide you through the job search process, help you polish your resume, and connect you with potential employers. For that, you need to be in touch with the counsellor. Contact on +91- 999 9123 502 or you can mail us at hello@scholarhat.com
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