Data Science & AI: Python Pro
বিজ্ঞাপনযুক্ত
১ হাজাৰ+
ডাউনল’ড
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এই এপ্টোৰ বিষয়ে
Master the Principles of Data Science, AI, and Machine Learning—the ultimate 2026 Study Guide.
Built for university students and tech professionals, this app follows a structured curriculum designed to take you from data collection to advanced Artificial Intelligence. Whether you are a Data Science major or a student in Business, Finance, Healthcare, or Engineering, this is your digital textbook and Python coding lab in one.
📊 UNIT 1: DATA COLLECTION & PREPARATION
The Essentials: What is Data Science? Practice with real-world datasets.
Modern Methods: Learn Web Scraping, Survey Design, and Social Media data collection.
Data Cleaning: Master preprocessing and handling large datasets for analysis.
📈 UNIT 2: STATISTICS & REGRESSION ANALYSIS
Descriptive Stats: Measures of center, variation, position, and probability theory.
Inferential Stats: Hypothesis testing, Confidence Intervals, and ANOVA.
Regression: Linear regression and correlation analysis for predictive insights.
🤖 UNIT 3: PREDICTIVE MODELING & AI BASICS
Forecasting: Time series analysis, components, and evaluation methods.
Machine Learning: Classification, Decision Trees, and Regression modeling.
Deep Learning & AI: Introduction to Neural Networks, Backpropagation, CNNs, and Natural Language Processing (NLP).
⚖️ UNIT 4: PROFESSIONAL ETHICS & VISUALIZATION
Data Ethics: Deep dives into ethics in collection, analysis, and reporting.
Visualization: Encoding data over time, Heatmaps, and Geospatial plots using Python.
Reporting: Model validation, writing informative reports, and executive summaries.
🌟 CORE STUDY TOOLS:
✔ Chapter Reviews: Key terms, critical thinking, and quantitative problems.
✔ Python Integration: Technical illustrations and direct links to Python code.
✔ Real-World Data: Analysis of Nasdaq and Federal Reserve (FRED) datasets.
✔ Group Projects: Collaborative scenarios to apply your skills in real-world contexts.
🎯 PERFECT FOR:
Computer Science Students: A complete companion for 1 or 2-semester courses.
Career Switchers: Build a professional portfolio with job-ready AI skills.
Business Analysts: Master data-driven decision-making and forecasting.
Download Data Science & AI: Python Pro today and start mastering the future of data!
Built for university students and tech professionals, this app follows a structured curriculum designed to take you from data collection to advanced Artificial Intelligence. Whether you are a Data Science major or a student in Business, Finance, Healthcare, or Engineering, this is your digital textbook and Python coding lab in one.
📊 UNIT 1: DATA COLLECTION & PREPARATION
The Essentials: What is Data Science? Practice with real-world datasets.
Modern Methods: Learn Web Scraping, Survey Design, and Social Media data collection.
Data Cleaning: Master preprocessing and handling large datasets for analysis.
📈 UNIT 2: STATISTICS & REGRESSION ANALYSIS
Descriptive Stats: Measures of center, variation, position, and probability theory.
Inferential Stats: Hypothesis testing, Confidence Intervals, and ANOVA.
Regression: Linear regression and correlation analysis for predictive insights.
🤖 UNIT 3: PREDICTIVE MODELING & AI BASICS
Forecasting: Time series analysis, components, and evaluation methods.
Machine Learning: Classification, Decision Trees, and Regression modeling.
Deep Learning & AI: Introduction to Neural Networks, Backpropagation, CNNs, and Natural Language Processing (NLP).
⚖️ UNIT 4: PROFESSIONAL ETHICS & VISUALIZATION
Data Ethics: Deep dives into ethics in collection, analysis, and reporting.
Visualization: Encoding data over time, Heatmaps, and Geospatial plots using Python.
Reporting: Model validation, writing informative reports, and executive summaries.
🌟 CORE STUDY TOOLS:
✔ Chapter Reviews: Key terms, critical thinking, and quantitative problems.
✔ Python Integration: Technical illustrations and direct links to Python code.
✔ Real-World Data: Analysis of Nasdaq and Federal Reserve (FRED) datasets.
✔ Group Projects: Collaborative scenarios to apply your skills in real-world contexts.
🎯 PERFECT FOR:
Computer Science Students: A complete companion for 1 or 2-semester courses.
Career Switchers: Build a professional portfolio with job-ready AI skills.
Business Analysts: Master data-driven decision-making and forecasting.
Download Data Science & AI: Python Pro today and start mastering the future of data!
আপডে’ট কৰা তাৰিখ
বিকাশকৰ্তাসকলে আপোনাৰ ডেটা কেনেকৈ সংগ্ৰহ আৰু শ্বেয়াৰ কৰে সেয়া বুজি পোৱাৰ জৰিয়তে সুৰক্ষা আৰম্ভ হয়। ডেটাৰ গোপনীয়তা আৰু সুৰক্ষা প্ৰণালী আপোনাৰ ব্যৱহাৰ, অঞ্চল আৰু বয়সৰ ওপৰত ভিত্তি কৰি ভিন্ন হ’ব পাৰে। বিকাশকৰ্তাগৰাকীয়ে এই তথ্যখিনি প্ৰদান কৰিছে আৰু সময়ৰ লগে লগে এয়া আপডে’ট কৰিব পাৰে।
নতুন কি আছে
👨💻 Initial release
এপৰ সমৰ্থন
বিকাশকৰ্তাৰ বিষয়ে
Muhammad Saad
czain6540@gmail.com
HOUSE NO 1 KHALAFAT RASHIDA COLONY KHANPUR
RAHIM YAR KHAN
KHANPUR, 64100
Pakistan
