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Master the Future of Technology: Our Comprehensive Artificial Intelligence Training Program
Our cutting-edge AI training program is designed to equip you with the skills and knowledge needed to excel in the rapidly evolving field of artificial intelligence. Whether you’re a beginner or an experienced developer, our expert-led courses will empower you to build intelligent applications and drive innovation.
Key Features:
- Comprehensive Curriculum: Dive deep into core AI concepts, including machine learning, deep learning, natural language processing, and computer vision.
- Hands-On Projects: Gain practical experience by working on real-world projects and building your own AI applications.
- Expert Instructors: Learn from industry experts who are passionate about AI and have years of experience.
- Flexible Learning: Study at your own pace with our self-paced online courses.
- Career-Focused Training: Prepare for a successful career in AI with our industry-relevant curriculum.
What You’ll Learn:
- Machine Learning: Supervised and unsupervised learning algorithms.
- Deep Learning: Neural networks, convolutional neural networks, and recurrent neural networks.
- Natural Language Processing: Text analysis, sentiment analysis, and machine translation.
- Computer Vision: Image and video analysis techniques.
- AI Ethics and Responsible AI: Understand the ethical implications of AI.
Enroll Today and Shape the Future of AI!
Prerequisites for Our AI Training Program
To ensure a successful learning experience, it’s recommended that you have the following prerequisites:
- Basic Programming Skills: A solid foundation in Python programming, including knowledge of data structures, control flow, and functions.
- Mathematical Background: Understanding of basic mathematical concepts like linear algebra, calculus, and probability theory.
- Data Science Fundamentals: Familiarity with data analysis, data cleaning, and data visualization techniques.
If you’re new to programming or data science, we offer introductory courses to help you build the necessary foundation.
WHY CHOOSE US
Unlock the Power of Artificial Intelligence Online Training : Your Comprehensive Online Course
Paragraph 1: Embark on a transformative journey into the world of artificial intelligence. Our comprehensive online course is designed to equip you with the skills and knowledge needed to succeed in this rapidly evolving field. Learn from industry experts and gain hands-on experience with real-world projects.
Key Features of Our AI Training Program
- Expert Instructors: Learn from experienced AI professionals with industry expertise.
- Flexible Learning: Study at your own pace and convenience.
- Hands-On Projects: Gain practical experience through real-world projects.
- Comprehensive Curriculum: Cover a wide range of AI topics, from machine learning to deep learning.
- Career-Focused Training: Prepare for a successful career in AI and data science.
What You’ll Learn
- Machine Learning: Supervised and unsupervised learning algorithms.
- Deep Learning: Neural networks, convolutional neural networks, and recurrent neural networks.
- Natural Language Processing: Text analysis, sentiment analysis, and machine translation.
- Computer Vision: Image and video analysis techniques.
- AI Ethics and Responsible AI: Understand the ethical implications of AI.
Enroll Now and Start Your AI Journey Today!
Artificial Intelligence Online Training
Module 1: Introduction to Data Science (Duration-1hr)
- What is Data Science?
- What is Machine Learning?
- What is Deep Learning?
- What is AI?
- Data Analytics & it’s types
Module 2: Introduction to Python (Duration-1hr)
- What is Python?
- Why Python?
- Installing Python
- Python IDEs
- Jupyter Notebook Overview
Module 3: Python Basics (Duration-5hrs)
- Python Basic Data types
- Lists
- Slicing
- IF statements
- Loops
- Dictionaries
- Tuples
- Functions
- Array
- Selection by position & Labels
Module 4: Python Packages (Duration-2hrs)
- Pandas
- Numpy
- Sci-kit Learn
- Mat-plot library
Module 5: Importing Data (Duration-1hr)
- Reading CSV files
- Saving in Python data
- Loading Python data objects
- Writing data to CSV file
Module 6: Manipulating Data (Duration-1hr)
- Selecting rows/observations
- Rounding Number
- Selecting columns/fields
- Merging data
- Data aggregation
- Data munging techniques
Module 7: Statistics Basics (Duration-11hrs)
- Central Tendency
- Mean
- Median
- Mode
- Skewness
- Normal Distribution
- Probability Basics
- What does it mean by probability?
- Types of Probability
- ODDS Ratio?
- Standard Deviation
- Data deviation & distribution
- Variance
- Bias variance Tradeoff
- Underfitting
- Overfitting
- Distance metrics
- Euclidean Distance
- Manhattan Distance
- Outlier analysis
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- Scatter plot
- Cook’s Distance
- Missing Value treatment
- What is NA?
- Central Imputation
- KNN imputation
- Dummification
- Correlation
- Pearson correlation
- positive & Negative correlation
Module 8: Error Metrics (Duration-3hrs)
- Classification
- Confusion Matrix
- Precision
- Recall
- Specificity
- F1 Score
- Regression
- MSE
- RMSE
- MAPE
Module 9: Machine Learning
Supervised Learning (Duration-6hrs)
- Linear Regression
- Linear Equation
- Slope
- Intercept
- R square value
- Logistic regression
- ODDS ratio
- Probability of success
- Probability of failure Bias Variance Tradeoff
- ROC curve
- Bias Variance Tradeoff
Unsupervised Learning (Duration-4hrs)
- K-Means
- K-Means ++
- Hierarchical Clustering
SVM (Duration-2hrs)
- Support Vectors
- Hyperplanes
- 2-D Case
- Linear Hyperplane
SVM Kernal (Duration-2hrs)
- Linear
- Radial
- polynomial
Other Machine Learning algorithms (Duration-10hrs)
- K – Nearest Neighbour
- Naïve Bayes Classifier
- Decision Tree – CART
- Decision Tree – C50
- Random Forest
Module 10: ARTIFICIAL INTELLIGENCE
AI Introduction (Duration-9hrs)
- Perceptron
- Multi-Layer perceptron
- Markov Decision Process
- Logical Agent & First Order Logic
- AL Applications
Module 11: Deep Learning Algorithms (Duration-10hrs)
- CNN – Convolutional Neural Network
- RNN – Recurrent Neural Network
- ANN – Artificial Neural Network
Introduction to NLP (Duration-5hrs)
- Text Pre-processing
- Noise Removal
- Lexicon Normalization
- Lemmatization
- Stemming
- Object Standardization
Text to Features (Feature Engineering) (Duration-5hrs)
- Syntactical Parsing
- Dependency Grammar
- Part of Speech Tagging
- Entity Parsing
- Named Entity Recognition
- Topic Modelling
- N-Grams
- TF – IDF
- Frequency / Density Features
- Word Embedding’s
Tasks of NLP (Duration-2hrs)
- Text Classification
- Text Matching
- Levenshtein Distance
- Phonetic Matching
- Flexible String Matching
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Course FAQ's
Have questions? We’ve got the answers. Get the details on how you can grow in this course.
We have a strong team of professions who are experts in their fields. Our trainers are highly supportive and render a friendly working environment to the students positively stimulating their growth.
We will share you the missed session from our recordings. We at US IT Skills maintains a recorded copy of each live course you undergo.
Our Trainers will provide the student with the Server Access ensuring practical real-time experience and training with all the utilities required for the in-depth understanding of the course.
We provide all the training sessions LIVE using either GoToMeeting or WebEx, thus promoting one-on-one trainer student Interaction.
Live training uncovers distinct benefits as they are mighty to reach your desired audience converting your prospects into customers in less time. Pre-recorded videos offer plenty of advantages for entrepreneurs to educate entertain and inspire your audience as long as you want.
Yes. We provide the course materials available after course completion.
If you are enrolled in classes and/or have paid fees but want to cancel the registration for a certain reason, it can be attained within 48 hours of initial registration. Please make a note that refunds will be processed within 30 days of the prior request.
The Training itself is Real-time Project Oriented.
Yes. All the training sessions are LIVE Online Streaming using either through WebEx or GoToMeeting, thus promoting one-on-one trainer student Interaction.
There are some Group discounts available if the participants are more than 2.
As we are one of the leading providers of Online training, We have customers from USA, UK, Canada, Australia, India and other parts of the world.