AI (Artificial Intelligence) Course in Dammam

 

AI (Artificial Intelligence) Course in Dammam

AI (Artificial Intelligence) training in Dammam is provided by Anexas, No. 1 AI training institute in Dammam.

Our team of Artificial Intelligence trainers offers Artificial Intelligence in Classroom training, Artificial Intelligence Online Training and Artificial Intelligence Corporate Training services. We framed our syllabus to match with the real world requirements for both beginner level to advanced level. Our training will be handled in either weekday or weekends programme depends on participants requirement.

About Artificial Intelligence Course SpeakerAbout CPHQ Course Speaker

Experience of starting up  Artificial Intelligence  and consulting businesses in more than 6 countries. Trained around 25,000 professionals in CPHQ, Lean, Six Sigma (Black belts and Master Black Belts), Process Excellence, AI, Project Management, Accounting, Finance, Blue Ocean Strategy, SPC, Balanced Score Card and Soft Skills. Total 28 years of experience with 11 years in the manufacturing industry and 17 years in Service industry in various domains like Oil, Banking, manufacturing, IT, ITES, Healthcare, Finance, BPO, Insurance, Shipping, Supply Chain, Logistics, Petrochemicals, Steel, etc.

Read Complete Detail About The Course Trainer Here

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Connect With on His LinkedIn Profile Here

 

Awards and Recognition

Anexas CEO honored for Excellence in Quality Training Anexas honoured by Government of UAE
Ministry Of Health Award Eminent NRI Nadeem Tarin honoring Anexas CEO Amitabh Saxena in Islamabad Palace Saudi Arabian Industries felicitating Anexas CEO for exemplary work

Best Artificial Intelligence Training in Dammam

We do offer Fast-Track Artificial Intelligence Training in Dammam and One-to-One Artificial Intelligence Training in Dammam. Here are the major topics we cover under this Introduction to AI, history of AI, course logistics, Intelligent agents, uninformed search, Heuristic search, A* algorithm, Adversarial search, games, Constraint Satisfaction Problems, Machine Learning: Basic concepts, linear models, perceptron, K nearest neighbors, Machine Learning: advanced models, neural networks, SVMs, decision trees and unsupervised learning, Markov decision processes and reinforcement learning, Logical Agent, propositional logic, and first-order logic, AI applications (NLP), AI applications (Vision/Robotics), Review and Conclusion. Every topic will be covered in mostly practical way with examples.

Anexas located in various places in Dammam. We are the best Training Institute offers certification oriented Artificial Intelligence Training in Dammam. Our participants will be eligible to clear all type of interviews at end of our sessions. We are building a team of Artificial Intelligence trainers and participants for their future help and assistance in subject. Our training will be focused on assisting in placements as well. We have separate HR team professionals who will take care of all your interview needs. Our Artificial Intelligence Training in Dammam Course Fees is very moderate compared to others. We are the only Artificial Intelligence training institute who can share video reviews of all our students. We mentioned the course timings and start date as well in below.

 

Artificial Intelligence Training Key Features

Anexas offers Artificial Intelligence Training in Dammam is having various branches with expert trainers. Here are the key features,

30+ Hours Course Duration

100% Job Oriented Training

Industry Expert Faculties

Free Demo Class Available

Completed 500+ Batches

Certification Guidance

 

Do you need training in AI?

AI is in almost every industry today. It’s not uncommon to come across an AI-enabled hospital, a retail store or a predictive analytics system that talks. So, you can imagine the scope and expanse of this concept. If you want to equip yourself enough so as to stand out in the tough IT ecosystem, then taking AI training Dammam is a must.

Interestingly, you won’t have to have a specialized degree to take up AI coaching classes. If you have got the desire and interest in this field, then nothing can stop you from being an AI expert.

 

Artificial Intelligence Training Batch Schedule

Here are the Artificial Intelligence Training Classes in Dammam Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your interest.

 

Artificial Intelligence Training Syllabus

  • Introduction to AI, history of AI, course logistics
  • Intelligent agents, uninformed search
  • Heuristic search, A* algorithm
  • Adversarial search, games
  • Constraint Satisfaction Problems
  • Machine Learning: Basic concepts, linear models, perceptron, K nearest neighbors
  • Machine Learning: advanced models, neural networks, SVMs, decision trees and unsupervised learning
  • Markov decision processes and reinforcement learning
  • Logical Agent, propositional logic, and first-order logic
  • AI applications (NLP)
  • AI applications (Vision/Robotics)
  • Review and Conclusion

 

Job opportunities for AI experts

Those who learn today how to create machines that show intelligence is going to create news tomorrow. They will be the people most cutting-edge companies will be willing to rope in. And they will be the people who will be able to outshine others in the field of IT. If you aspire to be one among those people, then joining Anexas for an AI certification course would be the best bet. Some of the most lucrative positions in this field include Machine Learning Engineer, Data Scientist, Research Scientist, R&D Engineer, Business Intelligence Developer, and Computer Vision Engineer.

 

Artificial Intelligence Placement Training in Dammam

  • More than 2000+ students Trained
  • 92% percent Placement Record
  • 1000+ Interviews Organized

 

Average salary for a Artificial Intelligence Professionals in Dammam?

As per the latest reports from top research firms in salary survey like PayScale and Glassdoor, Artificial Intelligence Professionals are earning an average salary of Rs. 590000/- per year in Dammam. It varies based on city, industry, total years of experience and more. Our Artificial Intelligence training in Dammam helps you to go even beyond the average salary as mentioned above.

 

What roles are offered by companies for Artificial Intelligence professionals?

It might depend on every individual company. But, widely these are the roles anyone can expect after successful completion of Artificial Intelligence Training in Dammam.

  • Artificial Intelligence developer
  • Artificial Intelligence administrator
  • Artificial Intelligence architect
  • Artificial Intelligence Associates

 

Do I get job support at end of this course?

Absolutely, we are having dedicated team for assisting you at end of the course.

  • We / Your Instructor helps you build a proper resume.
  • We / Your Instructor will share top interview questions and answers in that specific technology.
  • We / Your Instructor will share some of the insights about the real world projects using this specific technology.
  • We are working tirelessly to bring a better career change.

 

Other benefits while undergoing Artificial Intelligence Training in Dammam with Anexas

  • You can utilize high speed free internet in our premises.
  • You will get “n” number of contacts who are working in varies companies which will increase industry exposure.
  • You will get all relevant documents for further exploration to be a master.
  • We’d installed power backup for all classrooms.
  • We assist in International Certification if any such things available.
  • If you are alumni of Anexas, you will get more discounts in course fees.

 

What payment modes are accepted?

We accept all major kinds of payment options. Cash, Card (Master, Visa and Maestro etc), Net Banking and etc

 

Artificial Intelligence Course Curriculum

  1. Black Box Introduction to Machine Learning

What is not Machine Learning
What is Machine Learning
Types of ML – Supervised, Unsupervised
Supervised – Classification, Regression
Unsupervised – Clustering, Association
Machine Learning Pipeline

 

  1. Essential NumPy

Introduction to NumPy
Creation
Access
Stacking and Splitting
Methods
Broadcasting

 

  1. Pandas for Machine Learning

Introduction to Pandas
Understanding Series & DataFrames
Loading CSV,JSON
Connecting databases
Descriptive Statistics
Accessing subsets of data – Rows, Columns, Filters
Handling Missing Data
Dropping rows & columns
Handling Duplicates
Function Application – map, apply, groupby, rolling, str
Merge, Join & Concatenate
Pivot-tables
Normalizing JSON
Application – EDA on Employee data, sales data

 

  1. Essential Maths & Statistics

Essential Linear Algebra
Probability Concepts
Calculus
Understanding distributions
Mean, Median, Mode, Quantile
Other statistics Concepts

 

  1. Understanding Visualization

Introduction to matplotlib, plotly, bokeh, tablue
Basic Plotting
Title, Labels, Legends, Grid, colormap, xticks, yticks
Color, linewidth
Sub Plotting
Scatterplot
Histogram
Bar Graphs
Plotting distributions
Plotting 3D data

 

  1. Linear Models for Classification & Regression

Simple Linear Regression using Ordinary Least Squares
Gradient Descent Algorithm
Regularized Regression Methods – Ridge, Lasso, ElasticNet
Logistic Regression for Classification
OnLine Learning Methods – Stochastic Gradient Descent & Passive Aggrasive
Robust Regression – Dealing with outliers & Model errors
Polynomial Regression
Bias-Variance Tradeoff
Application – House Price, Cancer Prediction, Insurance Prediction

 

  1. Preprocessing for Machine Learning

Introduction to Preprocessing
StandardScaler
MinMaxScaler
RobustScaler
Normalization
Binarization
Encoding Categorical (Ordinal & Nominal) Features
Imputation
Polynomial Features
Custom Transformer
Text Processing
CountVectorizer
TfIdf
HashingVectorizer
Image using skimage

 

  1. Decision Trees

Introduction to Decision Trees
The Decision Tree Algorithms
Decision Tree for Classification
Decision Tree for Regression
Advantages & Limitations of Decision Trees
Application – Clothe Prediction

 

  1. Naive Bayes

Introduction Bayes’ Theorm
Naive Bayes Classifier
Gaussian Naive Bayes
Multinomial Naive Bayes
Burnolis’ Naive Bayes
Naive Bayes for out-of-core
Application – Text Classification

 

  1. Composite Estimators using Pipelines & FeatureUnions

Introduction to Composite Estimators
Pipelines
Transformed Target Regressor
FeatureUnions
Column Transformer
Grid Search on pipeline
Application – Author classification

 

  1. Model Selection & Evaluation

Cross Validation
Hyper parameter Tuning
Model Evaluation
Model Persistance
Validation Curves
Learning Curves

 

  1. Feature Selection & Dimensionality Reduction

Introduction to Feature Selection
VarianceThreshold
Chi-squared stats
ANOVA using f_classif
Univariate Linear Regression Tests using f_regression
F-score vs Mutual Information
Mutual Information for discrete value
Mutual Information for continues value
SelectKBest
Select Percentile
Select From Model
Recursive Feature Elimination
PCA
SVD
Application – Credit Risk Prediction

 

  1. Nearest Neighbors

Fundamentals of Nearest Neighbor Algorithm
Unspervised Nearest Neighbors
Nearest Neighbors for Classification
Nearest Neighbors for Regression
Nearest Centroid Classifier
Application –

 

  1. Clustering Techniques

Introduction to Unsupervised Learning
Clustering
Similarity or Distance Calculation
Clustering as an Optimization Function
Types of Clustering Methods
Partitioning Clustering – KMeans & Meanshift
Hierarchial Clustering – Agglomerative
Density Based Clustering – DBSCAN
Measuring Performance of Clusters
Comparing all clustering methods
Application – Grouping similar customers

 

  1. Anomaly Detection

What are Outliers ?
Statistical Methods for Univariate Data
Using Gaussian Mixture Models
Fitting an elliptic envelope
Isolation Forest
Local Outlier Factor
Using clustering method like DBSCAN

 

  1. Support Vector Machines

Introduction to Support Vector Machines
Maximal Margin Classifier
Soft Margin Classifier
SVM Algorithm for Classification
SVM for Regression
Hyper-parameters in SVM
Application – Face recognition

 

  1. Dealing with Imbalanced Classes

What are imbalanced classes & their impact ?
Over Sampling
Under Sampling
Connecting Sampler to pipelines
Making classification algorithm aware of Imbalance
Anomaly Detection
Application – Fraud detection

 

  1. Ensemble Methods

Introduction to Ensemble Methods
Random Forest
Ada Boost
Gradient Boosting Tree
Voting Classifier
Application – Malicious data detection

 

  1. Recommendation Engine

Understanding distance vector calculation – cosine, euclidean, manhatten
Types of Recommendation Engines
Recommendation based on similarity
Application – Grouping videos based on description

 

  1. Projects

Credit Risk Prediction
Insurance Amount Prediction
Face Generation
Text Classification
Network Spam detection
Horror Novel author Prediction
Cloth Type Prediction
Employee Attrition Prediction
Customer Churn Prediction

Course Venue

Dammam


Frequently Asked Question

What are the modes of training for “Artificial Intelligence” course?

We have options for classroom-based as well as instructor led live online training. The online training is live and the instructors screen will be visible and voice will be audible. Your screen will also be visible and you can ask queries during the live session.

 

 Is the training on “Artificial Intelligence” course hands on? Will I write code?

The training on “Artificial Intelligence” course is a hands-on training. All the code and exercises will be done in the live sessions. Our batch sizes are generally small so that personalized attention can be given to each and every learner.

 

Will I be provided with any study material during the “Artificial Intelligence”?
We will provide course-specific study material as the course progresses. You can use that for quick reference.

 

How can I reach out to you if I have any other queries regarding the “Artificial Intelligence” course?
Feel free to drop a mail to us at  enquiry@anexas.net and we will get back to you at the earliest for your queries on “Artificial Intelligence” course.

 

Do you provide any job placements?
We have tie-ups with a number of hiring partners and and placement assistance companies to whom we connect our learners. Each “Artificial Intelligence” course ends with career consulting and guidance on interview preparation.

 

Do you provide any projects in “Artificial Intelligence” course curriculum?
Minimum 2-3 projects of industry standards on “Artificial Intelligence” will be provided.

 

Do you provide any “Artificial Intelligence” Certifications?
Yes, we provide course completion certificate to all students. Each “Artificial Intelligence” training ends with training and project completion certificate.

 

What are the payment options? Can I pay in installments?
You can pay by card (debit/credit), cash, cheque and net-banking. You can also pay in easy installments. You can reach out to us for more information.

 

As I am from a non-IT background, do you provide any career consulting?
We take pride in providing post-training career consulting for “Artificial Intelligence”.

 

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