What role did women play in the Bhakti movement? Mention some prominent female saints.
Data Science involves a combination of programming languages and tools that facilitate data analysis, visualization, and machine learning. Key languages include: 1. **Python**: Widely used for its simplicity and robust libraries (Pandas, NumPy, Scikit-learn, TensorFlow, Keras). 2. **R**: PrefRead more
Data Science involves a combination of programming languages and tools that facilitate data analysis, visualization, and machine learning. Key languages include:
1. **Python**: Widely used for its simplicity and robust libraries (Pandas, NumPy, Scikit-learn, TensorFlow, Keras).
2. **R**: Preferred for statistical analysis and visualization with packages like ggplot2 and dplyr.
3. **SQL**: Essential for database management and querying large datasets.
4. **Java** and **Scala**: Used for big data frameworks like Apache Spark.
A roadmap for becoming a data scientist typically involves the following steps:
1. **Foundation**: Learn Python and R for data manipulation and statistical analysis.
2. **Data Handling**: Master SQL for database querying and Pandas/NumPy for data manipulation.
3. **Visualization**: Learn visualization libraries (Matplotlib, Seaborn in Python; ggplot2 in R).
4. **Statistics and Probability**: Gain a solid understanding of statistical methods and probability.
5. **Machine Learning**: Study machine learning algorithms and frameworks (Scikit-learn, TensorFlow, Keras).
6. **Big Data**: Familiarize yourself with big data tools (Hadoop, Spark) and languages (Java, Scala).
7. **Practice**: Work on real-world projects and participate in competitions on platforms like Kaggle.
This roadmap equips aspiring data scientists with the necessary skills to analyze complex datasets and derive meaningful insights.
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• Role of women in Bhakti Movement Women played a significant and transformative role in the Bhakti Movement, a devotional trend that emerged in medieval India around the 7th century and continued until the 17th century. This movement emphasized direct devotion to God, transcending the rigid socialRead more
• Role of women in Bhakti Movement
Women played a significant and transformative role in the Bhakti Movement, a devotional trend that emerged in medieval India around the 7th century and continued until the 17th century. This movement emphasized direct devotion to God, transcending the rigid social hierarchy and ritualism of traditional Hinduism. Women, who often faced societal restrictions and marginalization, found in the Bhakti Movement a platform to express their spirituality, challenge social norms, and assert their individuality.
One of the most prominent female saints of the Bhakti Movement was Mirabai. A Rajput princess, Mirabai defied the conventions of her time by refusing to conform to the expectations placed on women of her status. She devoted herself to Krishna, composing a vast corpus of devotional songs expressing her deep love and unwavering devotion to Him. Mirabai’s poetry often speaks of her struggles against societal pressures and her desire for spiritual union with Krishna. Her life and works have continued to inspire millions, highlighting her significance in the Bhakti tradition.
Another influential figure was Akkamahadevi, a prominent poet-saint of the Veerashaiva Bhakti movement in Karnataka. Known for her radical devotion to Lord Shiva, Akkamahadevi abandoned worldly possessions and social ties to live as a wandering ascetic. Her vachanas (poetic compositions) are celebrated for their intense emotional depth and spiritual fervor.
These women saints, among others, played a pivotal role in shaping the Bhakti Movement. They utilized poetry and song as mediums to communicate their spiritual experiences and challenge societal norms. Their contributions not only enriched the devotional literature but also paved the way for greater acceptance of women in spiritual and religious spheres.
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