Data Analysis With R and Python

21/12/2025

🎉🎊 END-OF-YEAR MEGA OFFER 🎊🎉
🔥 UP TO 60% OFF 🔥
📅 Last Date for Registration: 25 December

Upgrade your skills with industry-relevant, hands-on courses at a huge discount 👇👇

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📚 AVAILABLE COURSES & FEES
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✅ Data Analysis in R & AI 🧬📊
🔥 60% OFF
💰 Full Fee: 13,500 PKR | 350 RMB | $50 | 6000 BDT
🎯 Now Only: 5,400 PKR | 140 RMB | $20 | 2400 BDT
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✅ Data Analysis in Python & AI 🐍📈
🔥 50% OFF
💰 Full Fee: 13,500 PKR | 350 RMB | $50 | 6000 BDT
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✅ Meta-Analysis in R & AI 📊📑
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💰 Full Fee: 13,500 PKR | 350 RMB | $50 | 6000 BDT
🎯 Now Only: 5,400 PKR | 140 RMB | $20 | 2400 BDT
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✅ RNA-Seq Analysis in R 🧬🧪
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✅ Machine Learning (R & Python) 🤖📊
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💰 Full Fee: 13,500 PKR | 350 RMB | $50 | 6000 BDT
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🚀 WHY JOIN?
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✔ Hands-on & research-oriented training
✔ Beginner ➝ Advanced level
✔ For students, researchers & professionals
✔ Real datasets & practical projects
✔ 🎓 Certificate on completion
📄 (Certificate fee: 500 PKR – optional)

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⏳ LIMITED-TIME OFFER
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⚠ Only 20 seats per course
📩 Enroll now before seats fill up!

05/09/2025

Join group Attend demo class and decide and then pay fee
15-Day Course: Statistical Data Analysis in Python (Beginner to Advanced)

📍 Live on Zoom
💰 Fee: 50USD 50% discount for already enrolled in R
🗓 Start Date: 05 Sep
🕖 Time: 10:00 PM China
📅 Schedule: Friday to Sunday 3 days per week

📌 Total Seats: 20
✅ Filled: 9
🟢 Remaining: 11
🟢 Last Date to Register: 05 Sep 2025

📲 Join WhatsApp Group for Demo Class & More Info:
👉https://chat.whatsapp.com/GraYWSXHBClKZBG7l4gD7b
📘 Full Module Breakdown

📘 Full Module Breakdown
🔹 Module 1: Introduction to Python & Jupyter/Anaconda
Installing Python & Jupyter Notebook
Setting Working Directory & File Handling
Importing Packages (NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn)

🔹 Module 2: Exploratory Data Analysis (EDA)
Summary Statistics & Data Types
Missing Value & Outlier Detection
Data Transformation & Cleaning
EDA with Pandas & Profiling Libraries

🔹 Module 3: Data Visualization (Basic to Advanced)
Bar Charts, Histograms, Boxplots, Scatterplots
Violin, Heatmaps, Pair Plots, Ridge & Bubble Plots
Subplots & Multi-panel Layouts
Interactive Plots (Plotly, Seaborn, Altair, Bokeh)
Geospatial Visualization with GeoPandas & Folium

🔹 Module 4: Statistical Analysis
Descriptive & Inferential Statistics
Hypothesis Testing: t-tests, Z-test, Chi-square, F-test
Correlation, Covariance & Probability Distributions

🔹 Module 5: Regression Analysis (All Major Types)
Simple & Multiple Linear Regression
Polynomial Regression
Logistic Regression (Binary, Multinomial, Ordinal)
Ridge, Lasso & Elastic Net Regression
Stepwise Regression
Non-linear & Quantile Regression
Generalized Linear Models (GLM)
Survival Analysis (Cox Model with Lifelines)
Multilevel & Mixed-Effects Models
Structural Equation Modeling (SEM in Python)

🔹 Module 6: Non-Parametric Tests
Mann–Whitney U, Wilcoxon, Kruskal–Wallis
Friedman Test, Kolmogorov–Smirnov
Sign Test, Spearman Rank Correlation

🔹 Module 7: Multivariate Analysis
Principal Component Analysis (PCA)
Factor Analysis, Cluster Analysis (KMeans, Hierarchical, DBSCAN)
Discriminant Analysis (LDA, QDA)
Multidimensional Scaling (MDS) & Correspondence Analysis

🔹 Module 8: Time Series Analysis
Time Series Decomposition
Moving Average & Exponential Smoothing
ACF, PACF, ARIMA & SARIMA Models
Forecasting with statsmodels & Prophet
Trend, Seasonality & Stationarity

🔹 Module 9: Specialized Visualizations
Network Graphs (NetworkX, PyVis)
Sankey, Radar, Circular Bar Plots
Chord Diagrams & Sunburst Plots
Word Clouds & Treemaps
Survey & Likert Scale Visualization

🎯 What You'll Gain

✅ Practical Skills in Python for Real-World Data Analysis
✅ Expertise in AI, Machine Learning & Statistics
✅ Advanced Data Visualizations for Publication & Research
✅ Confidence in Handling Complex Datasets

🎉 Don’t Miss This Chance to Upgrade Your Skills!

📈 Whether you're a student, academic, or professional, this course is your gateway to mastering Python & AI in Data Analysis

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23/08/2025

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https://youtu.be/v8hHUVS_j4I

📌 RNA-Seq Analysis in R | Genomic Data Analysis Full Course | Batch 8Welcome to Batch 8 of our Genomic Data Analysis in R Full Course! 🎓In this video, you ...

20/08/2025

https://www.youtube.com/watch?v=DT-TqKKWDrc

🎓 Welcome to Batch 96 - Day 1 of our Data Analysis Full Course!In this beginner-friendly video, we explain the difference between R and RStudio — a must-kno...

17/08/2025

🌍🔬 The Future of Research is Here!
🚀 R + Artificial Intelligence = Game-Changer

💡 Did you know?
👉 R is the backbone of data analysis, statistics, and visualization.
👉 AI is revolutionizing prediction, automation, and smart decision-making.

🔗 Together, R & AI are shaping the future of scientific research, healthcare, agriculture, climate studies, and beyond!
Researchers who master these tools will lead tomorrow’s innovations. 🌟

📊 Whether it’s big data, genomics, machine learning, or real-world problem-solving, R + AI is the ultimate combo for impactful discoveries.

⚡ Stay ahead. Learn now. Lead tomorrow.
join our Group https://chat.whatsapp.com/DkJJ2zU4be410rSGGIRDzf

15/08/2025

https://youtu.be/QormgtAQVQo

13/08/2025

https://www.peopleperhour.com/freelancer/syed_atiq-hussain-teacher-and-data-analyst-r-and-zyywwzaz

Teacher and Data analyst