Data Science – Intermediate Course
Earn a recognized Data Scientist certification to boost your career and work on real-world projects using industry-aligned tools
4.7
(35,000)
(35,000+ students enrolled)
Course Description For Data Science Intermediate Course
An aspiring Data Scientist who already has a basic knowledge of what is Data Science and what all can learn in Data Science does not always need to start off at zero after a break. Anexas’s Data Science Intermediate course brings to you the next level of what you have already learnt and still crave for more knowledge. You will be introduced to SQL, NLP and different statistical NLP techniques in this course.
What you'll gain
- Internationally recognized certification from Anexas Europe.
- Interactive online live training with industry experts.
- Lifetime dashboard access to course materials.
- Project guidance with 25+ industry-based projects.
- Real-time project completion.
- Tools required for the training.
- Open book online test for certification
- 100% pass rate guaranteed.
- 100% job assistance
- Lifetime membership to Anexas Alumni group.
- Online Line Customer support 24*7.
Course Content
- 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
Key Benefits of Data Science
Enhance your career with Data Science skills
Hone your problem-solving, analytical, and programming skills, and advance your professional skill set with a career in Data Science.
Join the industry of your choice
Data Science tools and techniques are applicable across various industries, allowing you to choose and excel in the sector of your preference.
Internationally available opportunities
Get international opportunities. Data Science is a globally recognized field with high demand in organizations worldwide, opening doors to international career prospects.
Become an internal consultant or adviser to your company
Achieve better job roles and higher salaries by becoming a certified Data Science professional, offering your expertise as an internal consultant or adviser in data-driven decision-making.
Deepen your business understanding
Data Science encourages you to think strategically and analytically, providing clear insights into business performance, trends, and opportunities through effective data analysis and modeling.
Get Project Management experience
The more you advance in Data Science, the more experience you gain in managing complex data projects, enhancing your professional credentials and expertise.
Learning from the Best trainer
Amitabh Saxena
Lean Six Sigma Master Black Belt | CEO, Anexas Europe
Amitabh Saxena, CEO of Anexas Europe has done some great work in the quality domain. He has an experience of more than 33 years. He is also the founder of Anexas and will be your trainer for the course. He has consulted Fortune 100 organizations including ADNOC, Dell, SABIC, Aramco, Ministry of Health, DP World, Alfuttaim Motors, EMC2, Bank Muscat, TATA Business services, Deloitte , TATA motors finance ltd, Steel authority of India, Indian railway , Colgate Palmolive , Novartis, Novozymes Denmark, HP, Tech Mahindra, Reliance, Bharat Petroleum, Maersk ,Cisco and the list goes on.
This course includes
- 45 hours of Live interaction
- Study materials
- Training recordings
- Certificate of completion
- Digital badge
- Community Access
Accredited By
View Certificate
Trusted by over 15,000 companies and millions of learners around the world
Training options for Data Science Basic Course
Online Live Training
Features
- 45 hours of course completion
- Live interaction with instant query clarification
- Continuous project guidance during the sessions
- Global recognition and Trained Data Scientist Certificate from Anexas Europe
- Lifetime access to course materials and videos
- One free one-on-one session with renowned Master Black Belt Amitabh Saxena
- Flexible timings
Corporate Training
Features
- Customised course content and duration for your organisation
- Company-specific training with company-related examples and case studies
- Live interaction with instant query clarification with renowned Master Black Belt Amitabh Saxena
- Project completion during the training
- Data Science tools and techniques aligned to the organization
Industry Projects For Data Science
FAQs
Everything you need to know about Data Science
Still have questions?
Can’t find the answer you’re looking for? Please talk to our friendly team.
Our comprehensive course will provide you with a deep understanding of Data Science and cover various aspects of this field. By the end of the course, you will gain the skills to effectively prepare and analyze data, create impactful data visualizations, and develop data models. Expand your knowledge and capabilities in Data Science with us.
Yes. Once you pay the fees for the training, all the other costs such as examination costs, study material costs, tools and software costs, and project training costs will be included and no extra charges will be levied.
We have flexible payment options.
- You can make full payment.
- You can choose an installment. Pay a token amount during registration, and pay the remaining balance anytime before the course concludes.
Choose from multiple payment options at Anexas:
- Card payment
- Net Banking
- Cash
- UPI payments
- Tabby
We have an easy cancellation policy made easy!
- If you cancel your registration 72 hours before the training starts, a 10% administration fee will be deducted.
- Unfortunately, no refunds will be issued for cancellations made after that.
- However, if you’ve already made the payment, you can reschedule your training to another batch at no extra cost. We value your convenience and strive to accommodate your needs.
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