Data Science Course in Pune
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 Data Science certification course in Pune 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.
Anexas Europe is offering the most popular Data Science course in Pune. Anexas Data Science course is specially curated to suit every participant regardless of their knowledge and skill sets in Data Science. Anexas three courses, Basic, Intermediate and Advanced, in Data Science start with basic introduction in Data Science, programming languages and tools to advance knowledge with concepts like CNN, NLP-NLU, Machine learning etc. , making Anexas the top most provider of a Data Science course in Pune.
Anexas does not just provide Data Science courses. It also offers other corporate training and certification courses in 30+ courses such as Lean Six Sigma, CPHQ, PMP, Power BI, Robotic Process Automation, Business Process Management,Corporate training and Consultancy to individuals and organisations. Anexas has a global presence with centres in Denmark, UAE, Australia, India and Saudi Arabia.
With growing demand in Data Science courses Anexas has established its group company Datamitum which is dedicated to training in Data Science courses, corporate training in Data Science and consultancy for different organisation around the world.
Course Highlights and why Data Science training in Pune with Anexas?
- Best Data Science training in Pune.
- Experienced training supervised case studies for a year.
- All study materials and resources are made accessible ahead of time.
- The trainers have a deep expertise of more than 30 years.
- Real-time interactive sessions.
- Clarification of doubts as quickly as practical.
- 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 Pune?
Anexas weekend batches are the most picked schedule as it is convenient for working professionals for Data Science coaching classes in Pune. The sessions are online with small batch sizes to enable interaction and instant doubt clearing. Anexas delivers the finest, convenient and cost-effective Data Science coaching classes in Pune.
| Data Science Batch In Pune | Upcoming Batches | Timings | Course Fees in Pune | Enrol Now |
|---|---|---|---|---|
|
Weekdays Trainings
|
Data Science Basic:
Flexible Data Science Intermediate Course: Data Science Advanced Course: |
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 [email protected] for more information.
|
Anexas regular batches are designed to meet the expectations of the majority but if it is not good for you, you don’t need to worry. Anexas provides custom batches according to your time. If the regular batch is not convenient for you, email us at [email protected] for Data Science coaching classes in Pune. There are also personalised group packages for a group of three or more where cost-effective group batches are available.
| 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 |
Anexas online live training sessions are a combination of best learning experience with quality content, updated syllabus and expert trainers. In a small batch with participants from around the world, Anexas Data Science Online Course is the excellent source to become a certified professional
Syllabus for Data Science course in Pune
Data science courses and certification in Pune has a curriculum which covers all the topics required to start a career. There are three levels; basic, intermediate and advanced which altogether cover the concepts, tools and practices of data science at the Data Science course in Pune. The course syllabus for the sessions is as follows:
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 Data Science course in Pune is updated for the year 2022 and 2023 according to the international standards of the data science industry, similar to other certification agencies and at par with the certification bodies.
All the categories listed in the syllabus are covered in our Data Science course in Pune (online) with trainers taking live sessions in small interactive batches to maximise learning experience. After the Data Science course in Pune you are certified in Data Science and are completely ready to take off your career
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 Pune
-
- 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 Pune.
- 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 Pune.
Data Science Certification in Pune
Anexas Europe Certification is an internationally recognised body with affiliation with IASSC. Anexas is the best Data Science certification in Pune for providing certificates after live interactive sessions with industry experts, added assistance for projects and real-time assignment completion. The training experience is a mix of academic studies and industry practices, making it the best course to elevate your career by applying your learning in your organisation. Enroll in our Data Science certification in Pune (currently online) and learn the methodology of data science.
Features of our Data Science Course in Pune
- 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 Pune
- 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 Bangalore is going to provide you with an excellent professional network, dynamic job opportunities and desired salary packages.
Reach us for Data Science coaching in Pune
Anexas offers Data Science course in Pune(online). We have certified more than 150,000 participants. We have students from areas like Hadapsar, Viman Nagar, Kondhawa-Wanwadi, Paud Road, Baner, Dhayari-Narhe- Ambegaon-BK, Wakad, Dhanori-Lohegaon, Wagholi, Koregaon Park, Kothurd, Wadgaon Sheri, Kharadi, Hinjewadi, Pimple Saudagar, Vishal Nagar, Mahalunge, Talawade, Magarpatta City, Phursungi, Baner, Karve Nagar, etc.
Contact Information:
Website- https://anexas.net/
Contact Number- +918762780122
Email- [email protected]
FAQS about Data Science course in Pune
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 Pune - Anexas Europe
Anexas Data Science certification course in Pune 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 Pune - Anexas Europe
Anexas Data Science certification course in Pune 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 22:41
Ticket URL: https://anexas.net/data-science-course-in-pune/
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
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
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!
