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Data Science Certification Training Course In Khobar



Trainers with more than 30 years of experience



Internationally recognized certifications with lifetime validity



Learning available from anywhere



The best training program at a reasonable cost



Individual attention, limited batch size



Industry expert trainers in interactive sessions

The Data Science course in Khobar is aimed to provide professionals with a great opportunity. We prepare candidates to become data science professionals with better job roles and salary hikes. Anexas includes live online training, quality course material, and project guidance. We have different courses for maximum participation, which include data science basic, intermediate, advanced, and beginner courses. You can choose any course based on your skills and experience. We also offer 100% job assistance for better career prospects. The job assistance comes after attending the basic, intermediate, or beginner levels. The program offers placement support, resume-building, and industry-based projects in the Data Science course in Khobar.

The Data Science course in Khobar with 30+ courses, including Data Science, Lean Six Sigma, CPHQ, PMP, Power BI, AI, KPI, TQM, Business Process Management, etc. We have certified trainers who teach excellent training programs for the Data Science course in Khobar.

data science course in khobar

Course Highlights and why Data Science training in Khobar with Anexas?

  • Best Data Science course in Khobar
  • Lifetime access to Anexas Dashboard. 
  • All study materials and resources are made accessible ahead of time.
  • The certified trainers have a deep expertise of more than 30 years in teaching and in working for major industries.

  • Real-time live interactive sessions.
  • Doubt clarification in one-to-one interaction. 
  • During training, case studies are conducted.
  • Pay once and attend our course whenever it is convenient for you.

You can join Anexas free Data Science Workshop in Khobar online. We can learn the fundamentals of Data Science and start your data science career. 

What are the schedules, dates, upcoming Batches, timings, and coaching fees of our Data Science coaching classes in Khobar?

Anexas Data Science course in Khobar has weekend batches. Each session is 2 hours long and conducted in small batches. The batches include interactive training, doubt clearing, assignments, and projects for the Data Science course in Khobar.

Data Science Batch In Khobar Upcoming Batches Timings Course Fees in Khobar Enrol Now
Weekdays Trainings
Data Science Basic:
Flexible

Data Science Intermediate Course:
Flexible

Data Science Advanced Course:
Flexible

9PM to 11 PM IST
Data Science Basic Course: 25000 + tax

Data Science intermediate Course: 25000 + tax

Data Science Advanced Course: 25000 + tax

Corporate Training
Flexible
As per the company’s convenience.
Contact seo@anexas.net for more information.

The Data Science course in Khobar also offers missed classes and customized batches. If the regular batches are inconvenient, you can write an email to enquiry@anexas.net. We also offer discounts on group batches for the Data Science course in Khobar. 

Online training Classroom training
1. Learn with professionals from all over the world

2. Interactive sessions with instant doubt clarification

1. Learn with professionals in a limited batch.

2. Interactive sessions with instant doubt clarification

The Data Science Online Course shares lifetime access to the Anexas dashboard. The dashboard contains recorded videos, eBooks, sample papers, assignments, and projects. You can access your dashboard through our website or mobile app. Our 100% job assistance after basic and intermediate levels and Data Science for Beginners course for the Data Science course in Khobar.

Syllabus for Data Science course in Khobar

The syllabus for Data science certification course in Khobar includes industry-required topics, tools, and techniques. Throughout the sessions, different assignments and industry-based projects are included. The syllabus for a Data Science course in Khobar is mentioned below. 

Data science- Basic course

In this course, you will learn the basics of data science and its different aspects. You will learn to prepare data for analysis, basic visualization, and modeling with exercises and real-time projects. The course content is-

  • Installation - Anaconda, Pycharm, Virtualenv
  • Introduction to python
  • Basic Syntax, comments, Variables
  • Data Types, Numbers, Casting, Strings, Booleans
  • Operators, Lists, Tuples, Sets, Dictionaries
  • If...Else, While Loops, For Loops
  • Functions, Lambda, Arrays
  • Arrays, Classes/Objects, Inheritance, Iterators
  • Scope, Modules, Dates, Math, JSON
  • PIP, Try...Except, User InputP, String Formatting
  • File Handling, Read Files, Write/Create Files, Delete Files

  • Ndarray, Data types, Array Attributes, Indexing and Slicing
  • Array manipulation, Binary operator, String Function
  • Arithmetic, Statistical, Matrix, linear algebra, sort, search, countings

  • Data manipulation, Viewing, selection, grouping, merging, joining, concatenation
  • Working with text data, visualization, CSV, XLSX, SQL data puling, operations

  • Statistics, Linear algebra, models, special functions, optimization
  • Probability & Stats Applications

  • Basic Probability, Random experiments, Conditional Probability, Independent Events,
  • Bayes theorem, Permutation, combination
  • Random variable , Discrete/Continous RV, PDF, PMF, CDF
  • Joint Probability Distribution, Conversion techniques, EV, varience, SD
  • Covariance, Correlation, Chebyshev Inequality, Law of Large number
  • Central limit Theorem, Percent & Quantiles, Moments
  • Skewness & Kurtosis, Gaussian, Binomial, Standard Normal, Distribution
  • Poisson, Multinomial, Hypergeometric, Uniform, Exponential Distribution

  • [Mean, median, mode ](Sample/population), Expected values, Variance, standard deviation
  • Sampling distribution, Frequency distribution, Estimation Theory
  • confidence interval, Maximum Likelihood Estimation
  • Hypothesis Testing - Chi-Square, Student's T, F Distribution, Z test
  • Hypothesis Testing - Type-I, Type- II, p Values, Relationship between NULL & Alternative
  • Least Square Methods - Numerical

  • Data Cleaning - Handling Missing Values(Data Imputation), Dealing with Noisy data(Binning Technique)
  • Advance Data cleaning - Will be referred while Regression, clustering topics
  • Data Transformation Techniques- Normalization (minmax, log transform, z-score transform etc.), Attribute Selection, Discretization,Concept Hierarchy Generation
  • Data Reduction: Data Cube Aggregation, Numerosity Reduction, Dimensionality Reduction

  • Data Mapping, Charts, Glyphs, Parallel Coordinates, Stacked Graphs
  • Bar, Pie, Line Charts, bubbles, geo maps. Gauge, whisker charts, Heatmaps, scatterplots, plottings images, videos, motion charts, performing EDA
  • Building Dashboard - Live implementation - PowerBI

  • Implementation of Numerical intuitions
  • Regression basics: Relationship between attributes using Covariance and Correlation
  • Relationship between multiple variables: Regression (Linear, Multivariate) in prediction.
  • Residual Analysis: Identifying significant features, feature reduction using AIC, multi-collinearity

  • Polynomial Regression
  • Regularization methods
  • Lasso, Ridge and Elastic nets
  • Categorical Variables in Regression

  • Logit function and interpretation
  • Types of error measures (ROCR)
  • Logistic Regression in classification

  • Distance measures - euclidean distance
  • Different clustering methods (Distance, Density, Hierarchical)
  • Iterative distance-based clustering;
  • Dealing with continuous, categorical values in K-Means
  • Constructing a hierarchical cluster
  • K-nearest neighbours, K-Medoids, k-Mode and density-based clustering
  • BIRCH, DBSCAN, Mean Shift, Spectral Clustering, Gaussian Mixture Model

  • The applications of Association Rule Mining: Market Basket, Recommendation Engines, etc.
  • A mathematical model for association analysis; Large item sets; Association Rules
  • Apriori: Constructs large item sets with mini sup by iterations; Analysis discovered association rules;
  • Application examples; Association analysis vs. classification
  • FP-trees
  • PageRank

Data science- Intermediate course

In this course, after the basic knowledge you will learn the next level of data science and therefore you learn SQL, NLP and different statistical NLP techniques. The course content are:

  • Naïve Bayes Classifier: Model Assumptions, Probability Estimation
  • Required data processing, M-estimates, Feature selection: Mutual information
  • Random Forest Algo + Implementation
  • Classification using Logistics, K nearest Neighbors
  • Decision Trees: ID4, C4.5, CART
  • Support Vector Machines: Linear Learning Machines and Kernel space, Making Kernels and working in feature space
  • SVM for classification and regression problems.

  • Feature Reduction/Dimensionality reduction
  • Principal components analysis (Eigenvalues, Eigenvectors, Orthogonality)
  • Validation Techniques (Cross-Validations)

  • Bagging & boosting and its impact on bias and variance
  • C5.0 boosting
  • Gradient Boosting Machines and XGBoost

  • Build Dataset from large database
  • SQL queries & Protocol Building
  • Creating Feature Store using SQL
  • in-Depth PostgreSQL

  • Introduction to NLP
  • Preprocessing, NLP Tokenization, stop words, normalization, stemming and lemmatization
  • Preprocessing in NLP Bag of words, TF-IDF as features
  • Language model probabilistic models, n-gram model and channel model
  • Hands-on NLTK
  • Word2vec
  • Golve
  • POS Tagger
  • NER
  • POS with NLTK
  • Gensim
  • TF-IDF with NLTK

  • Introduction to sequential models
  • Introduction to RNN
  • Intro to LSTM
  • LSTM backprop through time
  • Hands-on Keras LSTM
  • Sentiment Analysis
  • Sentence generation
  • Machine translation
  • Advanced LSTM structures
  • Keras- Machine Translation
  • Encoder decoder with attention
  • Encoder-Decoder - Auto Encoder
  • Understanding transformers
  • Attention Models Intuitions
  • Introduction to BERT
  • GPT
  • Chatbot -handson

Data science- Advance course

In this course, after the basic and intermediate knowledge you will learn the expert level with Neural Networks using TensorFlow and Keras, CNN and different parts of it in detail. The course content are:

  • Basic Mathematics - DL
  • Introduction to Perceptron & History of Neural networks
    • Activation functions
    • Sigmoid
    • Relu
    • Softmax
    • Leaky Relu
    • Tanh f. Exponential Linear Units (ELU) g. Swish"
  • Gradient Descent
  • Learning Rate and tuning
  • Optimization functions
  • Introduction to Tensorflow
  • Introduction to Keras, Theano, PyTorch - handson 
  • Backpropagation and chain rule
  • Fully connected layer
  • Cross entropy
  • Weight Initialization
  • Regularization
  • coding perceptron
  • Q&A

  • Working with Images- Introduction
  • Working with Images - Digitization, Sampling, and Quantization
  • Working with images - Filtering - OpenCV
  • Hands-on Python Demo: Working with images
  • Introduction to Convolutions
  • 2D convolutions for Images
  • Convolution - Backward - handson
  • Transposed Convolution and Fully Connected Layer as a Convolution - handson
  • Pooling: Max Pooling and Other pooling options - practical

  • CNN Architectures and LeNet Case Study
  • Case Study: AlexNet
  • Case Study: ZFNet and VGGNet
  • Case Study: GoogleNet
  • Case Study: ResNet
  • GPU vs CPU
  • Transfer Learning Principles and Practice
  • Hands-on Keras Demo: SVHN Transfer learning from MNIST dataset
  • Transfer learning Visualization (run package, occlusion experiment)
  • Hands-on demo -T-SNE
  • Hands-on CNN nets
  • Hands-On OCR, Face Recognition, Object Detection, Pose Estimation, 3D estimations

  • CNN's at Work - Semantic Segmentation
  • Semantic Segmentation process
  • U-Net Architecture for Semantic Segmentation
  • Hands-on demo - Semantic Segmentation using U-Net
  • Other variants of Convolutions
  • Inception and MobileNet models

  • CNN's at Work - Object Detection with region proposals
  • CNN's at Work - Object Detection with Yolo and SSD

  • Siamese Network as metric learning
  • How to train a Neural Network in Siamese way
  • Hands-on demo - Siamese Network

 The syllabus for the Data Science course in Khobar is updated for the year. We update our syllabus every year as per industry standards. Every topic in the syllabus is covered thoroughly in the online sessions by our certified trainers with doubt-clearing, assignments, and projects in the Khobar Data Science course by Anexas. 

For more information on our Data Science course, you can write to us at seo@anexas.net or call us at +971-503618638. 

You can also connect with us on Facebook:

https://www.facebook.com/denmarkanexas/

Subscribe to our YouTube channel:

https://www.youtube.com/channel/UCAk6lJsnPCsz7-rZTVx90uw

Follow us on Instagram:

https://www.instagram.com/anexas_europe/

Tag us on Twitter using #sixsigmawithanexas

Who is the trainer?

amitabh saxena

Anexas Data Science course in Khobar has an excellent team of expert trainers. Our lead trainer, Amitabh Saxena, the founder and CEO of Anexas, is a Data Scientist, Lean Six Sigma Master Black Belt, PMP-certified, and CPHQ-certified professional. He teaches advanced statistical methods and data analytics. For the last 6 years, he has been working in the field of data analytics and Artificial Intelligence. He has also been mentoring AI-based applications for AI start-ups. You can interact with our certified trainers in the Data Science course in Khobar.

Trainer profile of Data Science classes in Khobar

  • Serving as Data Scientist for 6 years.
  • Industry experts working with top firms in different countries.
  • Mentor in universities with a Data Science curriculum.
  • Updated with the changes and requirements in the industry of Data Science for the Data Science course in Khobar
  • Experienced in Data Science, Machine Learning, Deep Learning & Application Development.
  • Publishing research papers as per development in the field of Data Science. 
  • Well-versed in R programing, Python coding, the Hadoop platform, and SQL Coding.
  • Passionate about teaching, interacting, and doubt-clearing with the students of the Data Science course in Khobar

Data Science Certification in Khobar

Anexas Data Science course in Khobar comes with a lifetime valid certification. We are a globally recognized certification body. The certificate is awarded after the full training. You can join the 100% job assistance for better career opportunities after the Data Science certification in Khobar (currently online).

Features of our Data Science Course in Khobar

  • Anexas is the only training organisation that provides a free consultation.
  • Only Anexas students get access to the CEO’s customised study materials.
  • Anexas training provides access to the centre’s Alumni network to broaden your professional network.
  • Our passionate educators make you fall in love with statistics and other tools for Data Science.
  • Anexas offers internships and opportunities to work on worldwide initiatives.
  • Pay once and get our training from any location at any time.

Group discussions, Peer learning and Doubt clearing sessions

Anexas Data Science course in Khobar offers a huge discount on group batches. The offer is applicable if you join a group of 3 or more. The sessions are scheduled based on the availability of all group members. You can learn with your folks, engage in group discussions, and get certified. It is the best course to learn with your friends and colleagues from different geographies in the Data Science course in Khobar.

Career growth after completing Data Science course in Khobar

The Data Science course in Khobar offers group packages for a group of 3 or more. The sessions are scheduled based on the availability of all group members. You can learn with your folks, engage in group discussions, and start a career. It is the best course to learn with your friends and colleagues from different geographies in the Data Science course in Khobar.

Reach us for Data Science coaching in Khobar

Anexas Data Science coaching in Khobar is online. Our students are from nearby cities like Dammam, Dhahran, Budaiya, Sayhat, Diraz, Jidhafs, Tarut, Al Malkiya, Madinat Hamad, A’ali, Qatif, Isa Town, Riffa, Manama, Juffair, etc. after the Data Science coaching in Khobar.

Contact Information: 

Website- https://anexas.net/ 

Contact Number- +918762780122

Email- enquiry@anexas.net

FAQS about Data Science course in Khobar

What is the duration of Data science courses and certification coaching?

Anexas Data Science course is 45 hours of training with each session 2 hours long. The course contains online sessions, donut clearing, assignments, industry projects, Ebooks, recorded videos and real-time tasks.

Can Data science certification be cleared without coaching?

No, Data Science certification is provided at the end of the course after all the sessions are attended, real-time assignments are done and industry-based projects are completed.

What is the duration of Data science courses and certification classes near me?

Anexas online classes for Data Science certification in Bangalore with 45 hours of total duration of training. Every class is 2 hour long with custom batches available for every participant or a group of participants.

Will Data science courses and certification tutorials near me provide online support?

Yes. Anexas data science course in Bangalore provides online support. Apart from the sessions, Anexas help team is available online for all the queries. You can reach the help team by emailing at enquiry@anexas.net .

How long does it take to prepare for Data science certification?

After the course, Anexas conducts a test within 60 days as per the participants’ availability to provide certification.

Do your institute for DATA SCIENCE COURSES AND CERTIFICATION Coaching in Bangalore have weekend batches?

Yes. Anexas weekend batches are the most popular choice for Data Science courses and certification in bangalore. The batch size is small for interaction, donut clearing and individual attention. Though, batches, sessions and missed classes can be arranged as per the individual requirement.

Do your institute for DATA SCIENCE COURSES AND CERTIFICATION in Bangalore conduct exams and assessments?

Yes. Anexas conducts assessment tests after completion of Data Science courses. A project according to individual domain is given with multiple choice questions for the students to answer

Do you provide sample papers and study materials?

Anexas Data Science courses and certification comes with a lifetime access on Anexas dashboard. The dashboard includes free e-books, video recordings of sessions, courses, contests, worked out projects and assignments.

Will you make up for a class I miss?

If you miss a class, you can reschedule it with Anexas team. Write an email to enquiry@anexas.net to reschedule your session.

Data Science Course In Ahmedabad - Anexas Europe

Anexas Data Science certification course in Ahmedabad is an online course designed in three levels; basic, intermediate and advanced. The courses are divided into three levels so that every individual can take the course according to their knowledge and skills.

Course Provider: Organization

Course Provider Name: Anexas Europe

Course Provider URL: https://anexas.net

Editor's Rating:
5
Data Science Course In Ahmedabad - Anexas Europe

Anexas Data Science certification course in Ahmedabad is an online course designed in three levels; basic, intermediate and advanced. The courses are divided into three levels so that every individual can take the course according to their knowledge and skills.

Event Type: EducationEvent

Event Attendance Mode: OnlineEventAttendanceMode

Event Status: EventScheduled

Performer: Organization

Performer Name: Anexas Europe

Performer URL: https://anexas.net

Start Date: 2023-09-23 17:23

Ticket URL: https://anexas.net/data-science-course-in-ahmedabad/

Entry Price: 25000

Currency: INR

Availability: InStock

Availability Starts: Nov 5, 6, 7, 11, 12, 13, 14, 18, 19, 20, 21, 25, 26, 27, 28, Dec 2, 3, 4, 5, 9, 10, 11, 12, 16, 17, 18, 19, 22

Editor's Rating:
5
PMP Course in Abha | 2023 Updated - Anexas Europe

PMP course in Abha prepares professionals for PMP examination and certification. It prepares you to clear the exam by PMI and become a project manager.

Product Brand: Anexas Europe

Product Currency: $

Product Price: 400

Product In-Stock: InStock

Editor's Rating:
4.5

Pros

  • Truly a very enriching and engaging training on Green/Black belt. There’s nothing much to ask for, as the course content IS relatable & that practical case examples were discussed and more importantly customized to the needs! I am delighted to see how engaging Anexas speakers are! My constant good wishes to their mission of having everyone learn share and inspire to be a Master in Lean Six Sigma Methodology! Congratulations Anexas! My heart IS full of gratitude ! Surely treasured here and i will do keep in touch in translating these into practical action! A never ending journey to Quality!

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