Data Science Course In Delhi
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
Anexas offers the best Data Science course in Delhi, which is designed to teach you academic as well as practical aspects to translate the training into a successful career in data science. Anexas is a training, consulting, and certification provider with 16 years of experience in the training industry, training more than 150,000 participants and consulting more than 500 organizations. Anexas Data Science course is conducted in three levels namely, Basic, Intermediate, and Advanced levels. Anexas aims to train every individual regardless of their knowledge and experience with data science and the three levels are designed to execute maximum learning with training in all important topics. The overall course duration is 135 hours with each level 45 hours long. However, starting with the basic course is not required if you already have the knowledge of topics to start with an intermediate or advanced level. Once you enroll in the course, you gain lifetime access to Anexas dashboard which has eBooks, recorded video sessions, sample papers, projects, etc. Small batches for interaction and doubt clearing, project guidance with real-time completion, and 100% job assistance after basic and intermediate courses are a few of the many benefits of the Data Science course in Delhi by Anexas.
There is more demand for data science professionals and less available competency in the industry. To meet the growing demand for data science certification, Anexas has a dedicated group company Datamitum to meet the demand of every aspirant and to fulfill all training needs in the Data Science course in Delhi. To know more about our data science courses, you may visit the website.
Course Highlights and why Data Science training in Delhi with Anexas?
- Best Data Science training in Delhi.
- 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.
What are the schedules, dates, upcoming Batches, timings and coaching fees of our Data Science coaching classes in Delhi?
Anexas training schedule is very convenient as it offers weekend batches. The weekend batches are the most preferred by professionals to utilize their work offs for learning. Every session is 2 hours in duration with training through live interactive sessions. The training includes concepts of data science, tools and techniques used, doubt-clearing, assignments for practice, and industry-based projects. Every session has separate time for doubt clarifications and discussions in the Data Science course in Delhi. The batches are online with the upcoming schedule given below.
| Data Science Batch In Ahmedabad | Upcoming Batches | Timings | Course Fees in Ahmedabad | Enrol Now |
|---|---|---|---|---|
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Weekdays Trainings
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Data Science Basic:
Flexible Data Science Intermediate Course: Data Science Advanced Course: |
9PM to 11 PM IST
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Data Science Basic Course: 25000 + tax
Data Science intermediate Course: 25000 + tax Data Science Advanced Course: 25000 + tax |
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Corporate Training
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Flexible
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As per the company’s convenience.
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Contact [email protected] for more information.
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If you miss any class, it can be easily rescheduled with the help of the support team. If you are not available for the regular weekend batches, we can arrange a separate batch just for you. Write an email to [email protected] for customizing batches and for arranging for a missed class. Anexas also offers great discounts on group batches for Data Science coaching classes in Delhi.
| Online training | Classroom training |
|---|---|
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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 |
Anexas’s Data Science Online Course comes with 100% job assistance. The job assistance program includes personality development sessions, industry-based Q&A for interview skills, resume building, and placement support across India. Along with the opportunity to start your career, you also receive lifetime access to Anexas dashboard with all the study material. Also, the certificate provided by Anexas Europe Certification after completing the data science course is valid for a lifetime and doesn’t require renewal.
Syllabus for Data Science course in India
The syllabus for Data science courses and certification in Delhi covers important topics, tools, and techniques, practical implementation through assignments, and portfolio upgradation with industry-based projects. It combines academic and practical learning. The course prepares you to start your career immediately. The syllabus for a Data Science course in Delhi is mentioned below.
Data science- basic course
In this course, you will learn the basics of data science and different aspects of it. You will learn to prepare data for analysis, basic visualisation and modelling with exercises and real-time projects. The course content are:
Module 1 - Python
- 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
Module 2- Numpy
- Ndarray, Data types, Array Attributes, Indexing and Slicing
- Array manipulation, Binary operator, String Function
- Arithmetic, Statistical, Matrix, linear algebra, sort, search, countings
Module 3- Pandas
- Data manipulation, Viewing, selection, grouping, merging, joining, concatenation
- Working with text data, visualization, CSV, XLSX, SQL data puling, operations
Module 4- Scipy
- Statistics, Linear algebra, models, special functions, optimization
- Probability & Stats Applications
Module 5- Probability
- 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
Module 6- Statistics
- [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
Module 7- Data Pre-processing
- 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
Module 8- Data Visualization
- 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
Module 9- Linear Regression
- 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
Module 10- Multiple Linear Regression
- Polynomial Regression
- Regularization methods
- Lasso, Ridge and Elastic nets
- Categorical Variables in Regression
Module 11- Non-linear Regression
- Logit function and interpretation
- Types of error measures (ROCR)
- Logistic Regression in classification
Module 12- Clustering
- 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
Module13- Association Rule Mining
- 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:
Module 1- Classification
- 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.
Module 2- Feature Engineering
- Feature Reduction/Dimensionality reduction
- Principal components analysis (Eigenvalues, Eigenvectors, Orthogonality)
- Validation Techniques (Cross-Validations)
Module 3- Ensemble Methods
- Bagging & boosting and its impact on bias and variance
- C5.0 boosting
- Gradient Boosting Machines and XGBoost
Module 4- Database
- Build Dataset from large database
- SQL queries & Protocol Building
- Creating Feature Store using SQL
- in-Depth PostgreSQL
Module 5- Introduction to Statistical NLP Techniques
- 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
Module 6- NLP- NLU Delivery
- 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:
Module 1- Neural Networks Using Tensorflow and Keras
- 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
Module2- Working with images & CNN Building Blocks
- 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
Module 3- CNN Architectures and Transfer Learning
- 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
Module 4- CNN's at Work - Semantic Segmentation
- 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
Module 5- Object Detection
- CNN's at Work - Object Detection with region proposals
- CNN's at Work - Object Detection with Yolo and SSD
Module 6- CNN’s at work- Siamese Network for Metric Learning
- Siamese Network as metric learning
- How to train a Neural Network in Siamese way
- Hands-on demo - Siamese Network
Anexas syllabus for the Data Science course in Delhi mentioned above is updated for the years 2022-2023. Anexas updates its syllabus every year based on industry updates and is similar to other certification agencies.
The syllabus mentioned for the Data Science course in Delhi(online) covers each topic in online sessions and in the study material. For self-study, you have access to the dashboard and for doubt-clearing, you have interactive sessions with the expert trainers. With study material, doubt clearing, fun online sessions, and placement support, the Anexas Data Science course in Delhi is the best choice.
For more information on our Data Science course, you can write to us at [email protected] 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?
Anexas has a separate team for data science in a dedicated organisation Datamitum to fulfil the growing demand of data science courses while maintaining the high quality training and consultancy. 5 Data Scientists with 6 years of working experience in the industry are part of the team. Our lead trainer, Mr. Amitabh Saxena, also the founder and CEO of Anexas, teaches subjects of advanced statistical methods and data analytics for the last 32 years
Trainer profile of Data Science classes in Delhi
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- Serving as Data Scientists.
- Industry experts contributing to notable firms of different countries.
- Mentor in the universities with Data Science curriculum.
- Updated with the changes and requirements in the industry of Data Science for Data Science course in Delhi.
- 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, Hadoop platform, SQL Coding.
- Passionate with teaching, interacting and doubt clearing with the students of Data Science course in Delhi.
Data Science Certification in Delhi
Anexas Data Science certification in Delhi is backed by Anexas Europe certification, which is an internationally acclaimed certification body. Anexas Data Science course and certification is the final destination before working in top companies with interactive sessions, project guidance, and placement assistance. Enroll in Anexas’s Data Science certification in Delhi (currently online) to start a career today.
Features of our Data Science Course in Delhi
- 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 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 courses are not only for individuals or organisations but it is also beneficial for a group of people. Anexas offers great discounts for a group of three or more, if you join in a group. The discount increases with the size of the group. It is a great opportunity to learn in a comfortable atmosphere with known people, while availing discounted prices. Even if you are friends living in different countries or colleagues from different branches, you can learn together with Anexas group offers.
Career growth after completing Data Science course in Delhi
- Data Science training has an added advantage of industry based projects which help you to practise tools, skills and concepts in real-life scenarios, preparing you to take a job in any industry you choose such as healthcare, telecommunications, financial services, security, academics etc.
- Data Science certification by Anexas provides you an upper hand in the competition in areas of job opportunities, practice programming languages, skill building, better portfolios and resumes. A Data Science course in Ahmedabad is going to provide you with an excellent professional network, dynamic job opportunities and desired salary packages.
Reach us for Data Science coaching in Delhi
Anexas provides Data Science coaching in Delhi (online). We have students from Thaltej, SG Highway, Science City Road, Ambli, Bopal, Prahalad Nagar, Chandkheda, Bhadaj, Ellis Bridge, Makarba, Motera, Shela, New Maninagar, New Ranip, etc.
Contact Information:
Website- https://anexas.net/
Contact Number- +918762780122
Email- [email protected]
FAQS about Data Science course in Delhi
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 [email protected] .
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 [email protected] 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
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: 2024-11-21 12:44
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
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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
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!
