Master Data Science
Transform Your Career with the data science course That Leads the Industry
- 4+ Modules
- 10+ Weeks of Intensive Training
- 100% Internship
- 1 Certification
- Doubt Clearing Classes
Student Trained
100
+
Placements
10
%
Entreprenuers Helped
700
+
Hours Of Teaching
1000
+
Why Choose Our Data Science Course?
- High Demand & Relevance:
In today’s market, every industry needs skilled professionals who can extract insights from data. - Career Growth & Versatility:
Equip yourself with the skills to excel in roles such as data scientist, analyst, and more. - Real-World, Project-Based Learning:
Experience hands-on learning that directly applies to today’s business challenges.
What You’ll Gain
- 60+ Hours of Instructor-Led Training
- Real-World Projects & Practical Assignments
- Certification to Boost Your Career
- Career & Placement Support: Resume building, mock interviews, and more
- Comprehensive, Industry-Focused Curriculum
Who Should Attend This Course
Aspiring Data Scientists
Start your journey with comprehensive data science training.
Software Developers & Analysts
Enhance your skills and transition into top data science programs.
Business Professionals
Leverage data for informed decision-making and strategic growth.
Entrepreneurs
Use data-driven insights to innovate and drive business success.
Our Curriculum
Part 1: Programming & Data Fundamentals
- Python Programming Fundamentals:
- Basic Python Syntax: Variables, data types, operators, control flow (if-else, loops), functions, modules
- Data Structures: Lists, tuples, dictionaries, sets
- Object-Oriented Programming (OOP): Classes, objects, inheritance, polymorphism, encapsulation
- File I/O Operations & Regular Expressions: Reading/writing files and text manipulation
- Data Analysis with NumPy & Pandas:
- NumPy: Arrays, matrices, slicing, indexing, reshaping, universal functions, and linear algebra
- Pandas: Series, DataFrames, data manipulation (filtering, sorting, grouping), handling missing data, and visualization
Part 2: Data Visualization & Statistical Analysis
- Data Visualization Tools:
- Matplotlib: Creating basic plots (line, bar, scatter), customizing plots with labels and titles, subplots, and interactive visuals
- Seaborn: Statistical visualizations including distplot, boxplot, heatmap, pairplot, and customizations
- Statistical Concepts:
- Descriptive Statistics: Mean, median, mode, variance, standard deviation, range
- Probability Theory: Understanding distributions (normal, binomial, Poisson) and Bayes’ theorem
- Hypothesis Testing & Regression: t-test, z-test, chi-square test, ANOVA, correlation coefficient, linear & logistic regression
Part 3: Machine Learning & Deep Learning
- Machine Learning:
- Supervised Learning: Linear & logistic regression, decision trees, random forest, SVM, Naive Bayes, KNN
- Unsupervised Learning: K-Means, hierarchical clustering, PCA
- Model Evaluation: Confusion matrix, accuracy, precision, recall, F1-score, ROC curve, cross-validation
- Deep Learning:
- Neural Networks: Perceptron, multi-layer perceptron (MLP), backpropagation
- Advanced Architectures: Convolutional Neural Networks (CNNs) for image tasks, Recurrent Neural Networks (RNNs) for time series & NLP (including LSTM and GRU), and Generative Adversarial Networks (GANs)
Part 4: Advanced Topics in Data Science
- Natural Language Processing (NLP):
- Text Preprocessing: Tokenization, stemming, lemmatization, and stop word removal
- Text Analysis: Sentiment analysis, spam detection, text summarization, and machine translation
- Word Embeddings: Techniques like Word2Vec and GloVe
- Big Data & Data Engineering:
- Big Data Fundamentals & Spark: HDFS, MapReduce, Spark Core, Spark SQL, Spark Streaming, MLlib, GraphX, and building processing pipelines
- Data Engineering: ETL processes (Extract, Transform, Load), data cleaning, integration, warehousing, and creating robust data pipelines using tools like Apache Airflow
- Cloud Computing for Data Science:
- Cloud Platforms: AWS (EC2, S3, EMR, SageMaker), Google Cloud Platform (Compute Engine, BigQuery, AI Platform), and Microsoft Azure (Virtual Machines, Azure Machine Learning)
- Additional Topics:
- Time Series Analysis, Reinforcement Learning, Bayesian Statistics, Data Ethics & Privacy
Transform Your Career with the data science course That Leads the Industry
Unlock Industry-Ready Skills
Join one of the best data science courses available and kickstart your journey into data science training. Learn in an immersive environment designed to make you job-ready with real-world projects and expert guidance.
Why We are the best?
Project-Based Learning
Get hands-on experience with real-world projects, building practical skills from day one
Skill-Focused Curriculum
Courses are designed around in-demand tech skills, ensuring relevance to today’s job market.
Industry-Experienced Instructors
Learn from professionals with real industry expertise, bringing valuable insights to your learning.
Blended Learning Options
Enjoy the flexibility of online and offline classes, suited to your learning preference and schedule.
Placement Assistance
Benefit from dedicated placement support, connecting you with top tech companies after graduation
Certification and Mentorship
Gain recognized certifications and personalized mentorship to boost your career in IT and electronics
Testimonal
Enrolling in AVYAKTI TECH has been a game-changer for me. As a seasoned professional and Certified Technical Architect Associate from Accenture, their industry-focused courses have greatly enhanced my skills. The instructors simplify complex topics, offering practical insights that have deepened my expertise and broadened my perspective. For anyone looking to upskill, AVYAKTI TECH is the perfect choice!
Pratik PattanayakFullstack Engineer at SAB Lab India 
Enrolling in AVYAKTI TECH has been transformative for me. As a Lead Salesforce Developer with five certifications and an MBA in Finance from IIT Patna, I appreciate their industry-relevant courses and knowledgeable instructors. Their clear explanations and real-world insights have broadened my IT expertise. AVYAKTI TECH is a great choice for anyone looking to enhance their skills!
Smarak Ballav JenaAVYAKTIinance (IIT PATNA), S.A.C, S.S.C, S.P.D, S.F.S.L, B.Tech (EE) 
