#1 Choice For High-Impact Careers · Beginner to Advanced

Data Science And AI Program

Master Data Science, Machine Learning, Deep Learning, Generative AI and Big Data with hands-on projects and Microsoft Certification.

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6 Months

Duration

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100% Live

Mentor-led

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Virtual Labs

24/7 Practice

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Microsoft

Aligned Cert

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4.9 (4,800 reviews)
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Data Science And AI Program
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Global Certificate

Microsoft Aligned

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military_tech Why Choose Us

Why Get Certification From American Tech Global

We focus on practical hands-on capability, virtual lab execution, and real mentorship to ensure you stand out in competitive global markets.

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Industry Experts Live

Interactive live mentor-led sessions with industry leaders who work at top global tech firms.

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Doubt Clearing Sessions

Dedicated weekly doubt clearing and 1-on-1 technical mentorship so you never stay blocked.

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Assignment Evaluation

In-depth code and lab reviews with actionable personalized feedback on every milestone.

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Lab For Your Practice

24/7 access to dedicated virtual lab environments and cloud infrastructure ready to use.

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Industry Relevant Projects

Work on real-world datasets, scenarios, and production-grade architectures built for recruiters.

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3+ Career Sessions

Resume polishing, LinkedIn profile optimization, and technical mock interviews to land your dream job.

bolt Learning Outcomes

What You Will Master

A rigorously engineered syllabus designed in partnership with active tech leaders.

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Master Python programming for data science and software development

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Apply statistical thinking, hypothesis testing, and probability modeling

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Perform exploratory data analysis with Pandas, NumPy, Matplotlib & Seaborn

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Build supervised and unsupervised machine learning algorithms from scratch

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Train deep neural networks for computer vision and NLP using PyTorch/TensorFlow

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Develop intelligent chatbots and conversational AI with LLMs and prompt engineering

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Craft executive dashboards and data models in Power BI and Tableau

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Handle big data pipelines with Apache Hadoop, Spark, and SQL databases

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Implement MLOps practices for model deployment, CI/CD, and real-time monitoring

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Deliver a comprehensive end-to-end Capstone project ready for recruiter review

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Align skills with Microsoft Certified: Azure Data Scientist Associate certification

construction Tools & Tech Stack

Industry-Standard Tools You'll Master

Practice with the exact platforms, frameworks, and command-line utilities used by enterprise teams.

Python
pandas
NumPy
Matplotlib
Seaborn
scikit-learn
TensorFlow
PyTorch
Power BI
Tableau
SQL
Apache Spark
Hadoop
LangChain
OpenAI
menu_book Course Modules

Comprehensive Curriculum

12 in-depth modules covering end-to-end concepts, hands-on lab exercises, and capstone milestones.

Master syntax, variables, data structures, control flow, functions, and object-oriented programming in Python.

play_circle Python Syntax, Variables & Fundamental Data Types
play_circle Operators, Expressions & Input/Output Handling
play_circle Control Structures: Conditionals & Loops
play_circle Functions, Modules & Reusable Code Architecture
play_circle Working with Lists, Dictionaries, Tuples & Files

Build statistical intuition for data-driven decisions: distributions, sampling, hypothesis tests, and correlation.

play_circle Descriptive Statistics: Central Tendency & Variance
play_circle Probability Distributions (Normal, Binomial, Poisson)
play_circle Hypothesis Testing: t-tests, Chi-Square, ANOVA
play_circle Correlation, Covariance & Regression Foundations

Clean, manipulate, and visualize real-world datasets with Pandas, NumPy, Matplotlib, and Seaborn.

play_circle NumPy Arrays, Broadcasting & Vectorized Operations
play_circle Data Wrangling with Pandas Series & DataFrames
play_circle Handling Missing Values, Duplicates & Outliers
play_circle Data Visualisation with Matplotlib & Seaborn
play_circle Comprehensive Exploratory Data Analysis (EDA) Workflow

Design rule-based and NLP-powered conversational agents integrating modern LLMs and API services.

play_circle Fundamentals of Conversational Interfaces
play_circle Rule-Based vs AI-Powered Dialogue Systems
play_circle NLP Text Processing & Intent Recognition
play_circle Building and Deploying Chatbots with Python & APIs

Train, tune, and evaluate classic ML algorithms for regression, classification, clustering, and dimensionality reduction.

play_circle Supervised Learning: Linear & Logistic Regression
play_circle Decision Trees, Random Forests & Ensemble Methods
play_circle Support Vector Machines (SVM) & k-NN
play_circle Unsupervised Learning: K-Means Clustering & Hierarchical Clustering
play_circle Dimensionality Reduction with PCA & Feature Engineering
play_circle Model Evaluation Metrics, Cross-Validation & Hyperparameter Tuning

Dive into neural networks, backpropagation, convolutional networks for computer vision, and recurrent architectures.

play_circle Artificial Neural Network Architecture & Perceptrons
play_circle Activation Functions, Loss Functions & Backpropagation
play_circle Convolutional Neural Networks (CNNs) for Image Recognition
play_circle Recurrent Neural Networks (RNNs) for Sequence Modeling
play_circle Model Training & Optimization with PyTorch and TensorFlow

Explore prompt engineering, text and image synthesis, transformer mechanisms, and diffusion models.

play_circle Overview of Generative AI & Creative Models
play_circle Prompt Engineering Best Practices & Strategies
play_circle Text & Image Generation with Modern Foundation Models
play_circle The Role of Diffusion Models & Transformer Attention

Deconstruct transformer architectures, embeddings, vector search, and fine-tuning with GPT, Claude, and open-source models.

play_circle Architecture & Inner Workings of Modern LLMs
play_circle Tokenization, Embeddings & Vector Representations
play_circle Fine-Tuning Concepts & LoRA Adapters
play_circle Building Applications with LLM APIs & LangChain

Connect diverse data sources, model relationships, write DAX calculations, and craft executive dashboards.

play_circle Power BI Desktop Setup & Connecting Data Sources
play_circle Data Modeling, Table Relationships & Star Schemas
play_circle DAX Essentials: Calculated Columns & Measures
play_circle Interactive Report Design & Dashboard Publishing

Manage large-scale data pipelines using SQL databases, Apache Hadoop, Apache Spark, and Apache Kafka.

play_circle Relational Databases & Advanced SQL Queries
play_circle Big Data Fundamentals with Apache Hadoop Ecosystem
play_circle Distributed Data Processing with Apache Spark
play_circle Real-Time Streaming Concepts with Apache Kafka

Text analytics, sentiment analysis, named entity recognition, and production deployment with MLOps pipelines.

play_circle Text Preprocessing, Stemming, Lemmatization & TF-IDF
play_circle Sentiment Analysis & Text Classification Models
play_circle MLOps Fundamentals: Versioning, CI/CD & Model Registry
play_circle Deploying ML Models as REST APIs with FastAPI & Docker

Synthesize your entire knowledge into an end-to-end data science and AI project deployed on the cloud.

play_circle Problem Formulation, Scoping & Dataset Acquisition
play_circle Data Cleaning, Preprocessing & Feature Engineering
play_circle Model Building, Hyperparameter Tuning & Cross-Validation
play_circle Cloud Deployment, API Serving & Final Presentation
deployed_code Real-World Portfolio

You don't watch tutorials. You train production ML models and deploy real AI systems.

Graduate with a rich GitHub portfolio and live deployed projects that prove your skills to recruiters.

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Exploratory Data Analysis Suite

Clean messy enterprise datasets with pandas, engineer novel features, and visualize trends with Matplotlib/Seaborn.

code Source code included Portfolio Ready
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Predictive ML API Service

Train, tune, and cross-validate regression and classification models, deploying them via FastAPI.

code Source code included Portfolio Ready
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Deep Learning Vision Classifier

Build and train a Convolutional Neural Network (CNN) in PyTorch for high-accuracy image classification.

code Source code included Portfolio Ready
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AI Chatbot & Conversational Agent

Build a contextual customer service bot powered by LLMs, prompt engineering, and LangChain.

code Source code included Portfolio Ready
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Executive Power BI Dashboard

Model complex star-schemas, calculate DAX measures, and publish an automated corporate report.

code Source code included Portfolio Ready
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Full-Stack Data Science Capstone

An end-to-end cloud-deployed AI product: data pipeline, model training, MLOps monitoring, and live web demo.

code Source code included Portfolio Ready
work Career Prospects

What Can You Become

High-demand job roles and average salaries unlocked after completing this program.

Average $130,000 / yr

Data Scientist

Extract insights from complex data, build predictive machine learning models, and drive business strategy.

Average $142,000 / yr

Machine Learning Engineer

Design, train, optimize, and deploy scalable ML/DL pipelines in cloud production environments.

Average $92,000 / yr

Data Analyst / BI Developer

Create interactive dashboards in Power BI and Tableau that empower leadership decision-making.

Average $135,000 / yr

AI Application Developer

Build generative AI chatbots, conversational interfaces, and intelligent automation workflows.

verified Verifiable Credential

Globally Recognised Certification

Earn an industry-standard credential issued by American Tech Global LLC. Our certifications are aligned with Microsoft Certified blueprints, verifiable by employers worldwide, and backed by your real-world GitHub project portfolio.

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Direct LinkedIn Integration

1-click add to your LinkedIn profile Licenses & Certifications.

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Instant Online Verification

Unique certificate ID and QR code verifiable by recruiters.

CERT-717177
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Certificate of Completion

Data Science And AI Program

Awarded to

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Transparent Enrollment

All-inclusive program fee. No hidden charges. Complete live classes, virtual labs, mentorship, and credentials.

Career Track

Data Science And AI Program

$2,499

$4,999

  • check_circle 6 Months live mentor-led interactive classes
  • check_circle 24/7 access to dedicated virtual lab environment
  • check_circle 1:1 technical mentorship & weekly doubt clearing
  • check_circle Official American Tech Global & Microsoft aligned certificate
  • check_circle 3+ comprehensive career & placement sessions
  • check_circle Lifetime access to all class recordings & materials
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quiz Common Questions

Frequently Asked Questions

No advanced background is required. The curriculum begins with fundamental concepts and systematically progresses to advanced industry practices with step-by-step guidance.

You get interactive live mentor-led classes where you can ask questions in real time, plus 24/7 lifetime access to high-definition recordings of every session, lab guides, and code repositories.

Yes! Upon successful completion of the course and capstone projects, you will receive an official verifiable certificate from American Tech Global LLC aligned with Microsoft Certified standards.

We offer 1-on-1 career coaching, resume reviews, LinkedIn profile branding, portfolio reviews, mock technical interviews, and direct referral opportunities through our global hiring partner network.

All live sessions are recorded and uploaded to your student portal within hours. You also have 24/7 access to our community and mentors to get your doubts answered.

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