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Diploma in AI & Data Science Course in Kochi
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Introduction to Diploma in Artificial Intelligence & Data Science
The DIPLOMA IN ARTIFICIAL INTELLIGENCE & DATA SCIENCE at Techmindz aims to equip students with practical and industry-oriented skills in Data Science, Artificial Intelligence, Machine Learning and analytics. The course is a blend of guided instruction and hands-on experience to learning that provides an excellent platform for building careers in the field of technology.
The AI & Data Science Diploma in Kochi emphasizes on practical learning with industry relevant projects, real-world data sets and practical assignments using AI powered tools. Experienced mentors guide students by conducting regular evaluations and keep track on their progress and strengthen their knowledge.
Besides technical learning, emphasis on career readiness through Placement grooming, resume & LinkedIn building, interview preparations, communication skills, workplace etiquettes, and pre-on-boarding activities is covered which makes the course highly relevant for students seeking a combined development in technical, as well as professional skills in the rising technology sector of AI & Data Science.
Benefits of Studying AI & Data Science Diploma
- Develop Practical Data Science Skills
Acquire practical proficiency in python, SQL, excel, statistics, pandas, NumPy, data visualization, machine learning and BI skills. Apply these skills to analyse and draw insights from data to address various scenarios. Learn in depth the basics of AI, ML algorithms, deep learning and generate meaningful insights for real-world requirements.
- Learn Artificial Intelligence and Machine Learning
Get an understanding of machine learning algorithms, deep learning, NLP, Generative AI, AI tools, and model evaluation. Understand how these technologies can be used to address problems, and to aid in decision making based on data.
- Work on Real-World Projects
Apply your learning in practical projects that are based on real-world scenarios and datasets. This practical experience approach will reinforce problem solving techniques and provide practical experience in using Data Science and AI concepts in real world scenarios.
- Learn Industry-Relevant Tools
Exposure to the tools and technologies such as ChatGPT, GitHub Copilot, PandasAI, PowerBI, TensorFlow, PyTorch, HuggingFace, LangChain, Docker, MLflow and others.
- Get Career-Focused Preparation
The AI and Data Science Course with placement assistance at Techmindz combines of theoretical knowledge and practical career readiness. Guidance will be provided to learners for the preparation of their resumes, LinkedIn Profiles, interview readiness, communication skills, work etiquette, and placement grooming.
- Build Future-Ready Skills
Data Science and Artificial Intelligence are rapidly evolving fields. Learners develop adaptable technical and analytical skills that can support continued learning as technologies and industry requirements change.
- Strengthen Analytical & Problem-Solving Skills
Develop the ability to work with data, identify patterns, interpret results, and make informed decisions. Through practical assignments and real-world projects, learners can strengthen their analytical thinking and problem-solving skills for professional environments.
- Gain Exposure to Modern AI Technologies
Explore modern AI technologies such as Generative AI, AI-powered tools, automation, intelligent data solutions and emerging AI applications.
Who Can Take Up the Course?
This data science diploma course can be suitable for:
- Students interested in AI and Data Science
- Graduates looking to enter the technology industry
- Working professionals seeking to upskill
- Beginners interested in data analytics
- Professionals planning a career transition
- Learners interested in artificial intelligence and machine learning
- Anyone looking for a structured data science course near me
A technical background can be helpful, but the program begins with fundamental concepts before progressing into advanced AI and Data Science topics.
Job Outcomes
Upon completion of the program, students can pursue careers in data analysis, artificial intelligence, machine learning, or business intelligence.
Potential career roles include:
- Data Analyst
- Junior Data Analyst
- Business Data Analyst
- Business Intelligence Analyst
- Reporting Analyst
- Data Visualization Analyst
- Marketing Data Analyst
- Product Data Analyst
- Operations Analyst
- Junior Data Scientist
- Data Science Associate
- Associate Data Scientist
- AI Associate
- AI Analyst
- Machine Learning Associate
- Junior Machine Learning Engineer
- NLP Associate
- Generative AI Associate
- Generative AI Developer
- AI Application Developer
- Prompt Engineer
- Junior Data Engineer
- Business Intelligence Developer
Industries: IT & Software, Banking & Finance, Healthcare, E-commerce, Retail, Marketing, Manufacturing, Education, Consulting, Logistics, and Telecommunications.
The project-based learning, assessment, resume preparation, interview training and placement grooming will involve learners to make them more ready to take up entry level technology positions.
Why Techmindz?
When you learn from the Techmindz training institute, you’ll gain the following benefits:
- Learning and Development Department of NDimensionz Solutions Pvt Ltd, Smartcity, Kochi.
- NDimensionZ is a company with 20-years of experience specializing in IT services, solutions and consulting.
- An ISO 9001:2015 certified company.
- International Certification with IAO
- Affiliated with NACTET, NSDC and KKEM.
- Training led by industry experienced professionals.
- Hands on training with case studies, assignments etc.
- Choose from online or offline classes.
- Access to recordings of all sessions, even offline classes.
- Industry-based project scenarios for practical experience.
- Personalized support from a dedicated placement team.
- Comprehensive interview prep program, including mock interviews and interview questions.
- Master your interview skills with our own AI based interview tool.
- Located at Infopark Kochi, with access to a network of 650+ tech companies
Contact
Carnival Infopark Phase I, Infopark Rd, Infopark Campus, Kochi, Kerala 682042
info@techmindz.com
AI & Data Science
Unlock the Power of AI & Data Science: Turn Data into Intelligent Insights, Innovation & Growth.
Course Plans available at Techmindz
Techmindz offers one of the Best Diploma In AI and Datascience Course in Kochi, with an industry aligned curriculum.
COURSE PLAN
Duration: 10 months Training
Real Time Projects
Internship opportunity
100% Placement Assistance
Benefits
- Instructor-led theoretical sessions
- Live coding and demonstrations
- Guided hands-on exercises
- Practical assignments
- Real-world datasets and case studies
- Regular assessments and evaluations
- Individual and team-based projects
- AI-powered tools for productivity and learning
- Project presentations and reviews
- Resume and LinkedIn development
- Mock interviews and technical interview preparation
- Placement-oriented career guidance
Syllabus
AI INTEGRATED DATA SCIENCE
AI Module - Artificial Intelligence & Data Science Course
– ChatGPT
– GitHub Copilot
– Kaggle AI Assistant
– PandasAI
– Jupyter AI
– Microsoft Copilot for Excel
– Excel Analyze Data
– Azure Data Studio AI
– pgAdmin AI
– Wolfram Alpha
– Google Colab
– Plotly
– Explainable AI (XAI)
– Sweetviz
– Scikit-learn
– PyCaret
– H2O.ai AutoML
– Google AutoML
– ChatGPT for Feature Engineering & Model Evaluation
– NLTK
– spaCy
– Hugging Face
– TensorFlow
– PyTorch
– MLflow
– OpenAI
– Gemini
– Ollama
– Hugging Face
– FAISS
– ChromaDB
– pgvecto
– Scikit-learn
– Prophet
– PyCaret
– Power BI Copilot
– GitHub Copilot
– Docker
– Postman
– MLflow
– Airflow
– Kubernetes
– Prometheus
– Grafana
– Weights & Biases
Module 1 - Computer Fundamentals
– Introduction to Computers
– Computer Components (Hardware & Software)
– Operating Systems
– File Management
– Number Systems
– Internet Basics
– Cloud Computing Basics
– IDEs & Code Editors
– Git & GitHub Basics
Module 2 - Python Programming for Data Science
– Python Basics
– Control Statements
– Functions
– Data Structures
– Exception Handling
– File Handling
– Object-Oriented Programming
– Modules & Package Management
Module 3 - Excel for Data Analysis
– Excel Fundamentals
– Formulas & Functions
– Pivot Tables
– Charts
– Power Query
– Power Pivot
– What-If Analysis
– VBA Basics
Module 4 - SQL for Data Science
– DBMS & RDBMS
– SQL
– Joins
– Subqueries
– CTE
– Views
– Stored Procedures
– Triggers
– Window Functions
– Query Optimization
Module 5 - Statistics & Mathematics
– Descriptive Statistics
– Probability
– Distributions
– Sampling
– Confidence Intervals
– Hypothesis Testing
– Linear Algebra
– Calculus
Module 6 - NumPy
– Arrays
– Indexing
– Slicing
– Broadcasting
– Reshaping
– Random Module
– Linear Algebra
– Statistics
Module 7 - Pandas
– Series
– DataFrame
– Filtering
– Grouping
– Merge
– Join
– Pivot Tables
– Missing Values
– Datetime
Module 8 - Data Visualization
– Matplotlib
– Seaborn
– Plotly
– Line Chart
– Bar Chart
– Histogram
– Scatter Plot
– Heatmap
Module 9 - Exploratory Data Analysis (EDA)
– Data Cleaning
– Missing Values
– Outliers
– Feature Engineering
– Univariate
– Bivariate
– Multivariate
– Data Storytelling
Module 10 - Machine Learning Supervised Learning
Regression
– Linear Regression
– Multiple Linear Regression
– Ridge Regression
– Lasso Regression
– ElasticNet Regression
Classification
– Logistic Regression
– K-Nearest Neighbors (KNN)
– Decision Tree
– Random Forest
– Naïve Bayes
– Support Vector Machine (SVM)
– XGBoost
– LightGBM
– CatBoost
Unsupervised Learning
Clustering
– K-Means Clustering
– Hierarchical Clustering
– DBSCAN
Dimensionality Reduction
– Principal Component Analysis (PCA)
– t-SNE
Recommender Systems
– Content-Based Filtering
– Collaborative Filtering
– LightFM
Model Evaluation
–Confusion Matrix
– Accuracy
– Precision
– Recall
– F1-Score
– ROC Curve
– AUC (Area Under the Curve)
– Cross Validation
Hyperparameter Tuning
–Grid Search
– Random Search
Module 11 - Natural Language Processing
– Tokenization
– Stopwords
– Lemmatization
– Stemming
– TF-IDF
– Word2Vec
– Sentiment Analysis
– NER
Module 12 - Deep Learning
– Neural Networks
– TensorFlow
– Keras
– CNN
– RNN
– LSTM
– GRU
– Transfer Learning
– opencv
Module 13 - Generative AI
– LLM Fundamentals
– Prompt Engineering
– OpenAI API,Google AI Studio
– LangChain
– LlamaIndex
– RAG
– Vector Databases
– AI Agents
– MCP Basics
Module 14 - Time Series Analysis
– Trend
– Seasonality
– ARIMA
– SARIMA
– Prophet
– Forecasting
Module 15 - Business Intelligence
– Power BI
– Tableau
– Dashboard Design
– DAX
– Power Query
Module 16 - Model Deployment
– Flask
– FastAPI
– Streamlit
– REST APIs
– Docker
– Cloud Deployment
Module 17 - MLOps (Introduction)
– ML Pipelines
– MLflow
– CI/CD
– Monitoring
– Drift Detection
– Apache Airflow
– Kubernetes
Project Module
- Customer churn prediction
- Recommendation systems
- Loan approval / credit risk prediction
- Sentiment and text classification
- Computer vision applications
- Sales and business analytics
- Customer complaint analysis
- Power BI business dashboards
- Generative AI applications
- RAG-based question-answering systems
- AI chatbot applications
Testimonials
Athul K A
UI/UX Designer ( Dyvscape )
Sachin S Prasad
Digital marketing Executive ( Innovatio )
Anu Charley Kothamattathil
Creative Designer ( Nuvento )
Shermy Shibu
Cloud Engineer ( SCALEIOS Pvt Ltd )
Sayooj V V
Graphic Designer Intern ( IndiaZone )
Anurudh U
Mern Trainee ( Micro Objects Pvt Ltd )
Elwin Kurian
AI/ML Trainee ( MicroObjects )
Aksa Sebastain
Digital marketing Executive ( UFS Technologies Pvt. Ltd )
Irin Issac
Software Testing Intern ( Reel Wise )
Vishnupriya K V
UIUX Designer Intern ( Credo Designs )
Ajel Varghese Mathew
AI Intern ( Saasvaap Techies Pvt Ltd )
Ajal P
UIUX Designer ( Parké Parking by Zapdrive Technologies Pvt. Ltd. )
Alfina Jalal
Software Tester Trainee ( SLBS Marklance )
Asin Mariya K A
UIUX Designer Intern ( Credo Designs )
Indran Satheesh
Junior Software Enginner ( NDimensionZ Solutions Pvt Ltd )
T M Sradha
Document cum MIS Executive ( Solar Company Coperate Office )
Tania Teresa Meenattoor
Associate QA Engineer ( Beinex Consulting )
Reshma Roy
Software Tester Intern ( NDimensionZ Solutions Pvt Ltd )
Karthika K C
Digital Marketer ( Growgenix Digital Marketing Pvt Ltd )
Amal Johnson
UIUX Designer Intern ( Nerdience Technologies Pvt Ltd )
Femin Baby
SEO Analyst Intern ( PMIN Agency Pvt Ltd )
Abhidev P S
Release Controller ( Muziris Softech )
Akhila Roy
Software Tester Intern ( Reelwise )
Mariya Ann Philip
Data Analyst ( JVR & Associates )
Fasna Nazar
SEO Specialist ( Orestes Technologies Pvt Ltd )
FAQ
Q1: Which institute is best for Data Science and AI?
The top institute is selected taking into account some factors like a well-defined curriculum, hands on training, mentoring, projects, evaluation and career support. Techmindz provides a comprehensive data science and artificial intelligence course, which covers topics like Python, SQL, statistics, machine learning, deep learning, NLP, Generative AI, other job oriented trending technologies with projects.
Q2: Which course is best for Artificial Intelligence and Data Science?
This course deals with the integration of the key Data Science concepts, Artificial Intelligence and the machine learning, real-world applications, and with the top-notch Artificial Intelligence tools. The NextGen AI & Data Science Professional Diploma by Techmindz concentrates on these paths, providing a course that blends up the technical principles of the AI & Data Science course along with the right foundation for their career.
Q3: Who can do a Diploma in Data Science & AI?
Data science diploma courses can be a great option +2 students, graduates, beginners, working professionals, and those looking into a career transition into technology. Techmindz lays the foundation of the basics and gradually introduces programming, analytics, machine learning and AI without requiring any previous knowledge or experience in programming.
Q4: Is Data Science and AI a good career?
As companies become more tech and data relevant and leverage more automation and smart technology, they open new ways for career in Data Science & AI. Students not only learn the technical skills through a data science and AI course with placement, but also learn through their own experience, project exposure, resume building, interview handling and prepare themselves for future job grooming in an entry level role.
Q5: What are the benefits of taking a Data Science and AI course in Kochi?
Opting for a Data Science and AI course in Kochi can give the learners a space of structured classroom learning, experienced mentors, practical projects, and career-oriented learning. Techmindz brings together Data Science, Artificial Intelligence, machine learning, Generative AI, assessments and placement grooming in a single platform to impart useful technical and professional skills to learners.
Page Content Updated on Date : Sept 09, 2026
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